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 <!doctype html><html lang=en dir=ltr><meta name=viewport content="width=device-width,initial-scale=1"><meta charset=utf-8><meta charset=UTF-8><link rel=stylesheet href=/preview/css/style.min.d2318b68476f24cbf3792f1a3bf81da83f1aafcaea0d063b7fc8e6aa4440fb1d.css integrity="sha256-0jGLaEdvJMvzeS8aO/gdqD8ar8rqDQY7f8jmqkRA+x0=" crossorigin=anonymous><script src=https://htw-imi-showtime.github.io/preview/js/title-animate.js></script><script src=https://htw-imi-showtime.github.io/preview/js/semester-select.js></script><script src=https://htw-imi-showtime.github.io/preview/js/secret.js></script><title>IMI Showtime - HTW Berlin</title>
 <body><nav class="background hugo"><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>×</span><span class=animate>ST</span></strong> <span class=light>2024</span></a><div class=warn>Preview Site!
 (without drafts)</div><ul><li><a href=https://htw-imi-showtime.github.io/preview/projects>Projects</a></li><li><a href=https://htw-imi-showtime.github.io/preview/schedule>Schedule</a></li><li><a href=https://htw-imi-showtime.github.io/preview/dates>Dates</a></li><li><a href=/preview/ws23>Archive</a></li><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=/preview/ss24/bachelor/b1-infinite-zoom/>Browse Projects</a></li></ul></nav><header><h1>Showtime Website History
-<span class=underscore-spacer> </span></h1><section class=underscore></section></header><main><p>For now, this is a gitinfo tryout:</p><p>(see <a href=https://gohugo.io/methods/page/gitinfo/>https://gohugo.io/methods/page/gitinfo/</a>)</p><h2 id=gitinfo>GitInfo:</h2><p>Gitinfo:</p><p>AbbreviatedHash: 29266a4</p><p>AuthorDate: 2024-07-26</p><p>AuthorEmail: 167428823+PaulSchiffner@users.noreply.github.com</p><p>AuthorName: PaulSchiffner</p><p>CommitDate: 2024-07-26</p><p>Hash: 29266a41512c7abf4f46a2b5e7becb935cbf3923</p><p>Subject: B4 sempy add images,gif and fix grammar, spelling (#388)</p></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
+<span class=underscore-spacer> </span></h1><section class=underscore></section></header><main><p>For now, this is a gitinfo tryout:</p><p>(see <a href=https://gohugo.io/methods/page/gitinfo/>https://gohugo.io/methods/page/gitinfo/</a>)</p><h2 id=gitinfo>GitInfo:</h2><p>Gitinfo:</p><p>AbbreviatedHash: 4ede622</p><p>AuthorDate: 2024-07-26</p><p>AuthorEmail: 95168446+lauralgh@users.noreply.github.com</p><p>AuthorName: lauralgh</p><p>CommitDate: 2024-07-26</p><p>Hash: 4ede6221ca812b165fa305c78a22f16ed9a54d48</p><p>Subject: M4 - final website version (#389)</p></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
 2024</a><ul><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=https://htw-imi-showtime.github.io/preview/privacy-policy>Privacy Policy</a></li><li><a href=https://htw-imi-showtime.github.io/preview/imprint>Imprint</a></li></ul></section><img src=https://htw-imi-showtime.github.io/preview/img/htw-logo.png alt="HTW Logo"></footer></body></html>
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diff --git a/hugo/index.xml b/hugo/index.xml
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 <?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Hugoes on IMI Showtime</title><link>https://htw-imi-showtime.github.io/preview/hugo/</link><description>Recent content in Hugoes on IMI Showtime</description><generator>Hugo</generator><language>de-de</language><atom:link href="https://htw-imi-showtime.github.io/preview/hugo/index.xml" rel="self" type="application/rss+xml"/><item><title>Showtime Website History</title><link>https://htw-imi-showtime.github.io/preview/hugo/history/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/hugo/history/</guid><description>For now, this is a gitinfo tryout:
 (see https://gohugo.io/methods/page/gitinfo/)
-GitInfo: Gitinfo: AbbreviatedHash: 29266a4 AuthorDate: 2024-07-26 AuthorEmail: 167428823&amp;#43;PaulSchiffner@users.noreply.github.com AuthorName: PaulSchiffner CommitDate: 2024-07-26 Hash: 29266a41512c7abf4f46a2b5e7becb935cbf3923 Subject: B4 sempy add images,gif and fix grammar, spelling (#388)</description></item></channel></rss>
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+GitInfo: Gitinfo: AbbreviatedHash: 4ede622 AuthorDate: 2024-07-26 AuthorEmail: 95168446&amp;#43;lauralgh@users.noreply.github.com AuthorName: lauralgh CommitDate: 2024-07-26 Hash: 4ede6221ca812b165fa305c78a22f16ed9a54d48 Subject: M4 - final website version (#389)</description></item></channel></rss>
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diff --git a/index.xml b/index.xml
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@@ -217,11 +217,12 @@ Car Model 2:
 Old Car - VAZ 2107 by Arkady Gribachev</description></item><item><title>Future</title><link>https://htw-imi-showtime.github.io/preview/ws23/master/m1-somethinar/future/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ws23/master/m1-somethinar/future/</guid><description>Further Potential of our Game During the initial stages of our game development, we brainstormed numerous ideas that, due to the fact that we spent a lot of time working on the colocation, couldn&amp;rsquo;t be realized in the current version. This section highlights some of these concepts to showcase the underlying potential and future directions our game could take. Collecting upgrades and special skills One idea we have is to introduce a system where players can collect upgrades and special skills throughout the game.</description></item><item><title>Future</title><link>https://htw-imi-showtime.github.io/preview/ss22/master/m6-allmende-2/future/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss22/master/m6-allmende-2/future/</guid><description>Chat Implementation Allmende is a social media platform for nature enthusiast. A missing but a mandatory function for a social media app is the ability to chat with other nature enthusiast. Having this feature enables the user the opportunity to communicate in real-time and to connect with others. Edit User Profil For a social media platform it is very important to create a user profil. It would be good to be able to change the profil image.</description></item><item><title>Future</title><link>https://htw-imi-showtime.github.io/preview/ws22/master/m3-bempsy-buddy/future/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ws22/master/m3-bempsy-buddy/future/</guid><description>👥 Support Groups For greater support and help, support groups should be integrated in the application. These groups can help users to connect with a number of like-minded users which will make it easier to deal with complicated topics and share similar experiences. Additionally, users who are not BEM entitled or buddies can join these support groups anytime. 🗺️ Map A map shall help users to find buddies near their locations.</description></item><item><title>Future Features</title><link>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b5-the-missing-tool-projekt/future-features/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b5-the-missing-tool-projekt/future-features/</guid><description>So, what&amp;#39;s next? If we have had more time, we probably would have come up with so much more ideas of what to integrate in The Missing Tool. And we already had some ideas that we would like to be realized in the future – either by us or some other students who will get a chance to work on the tool. Audiochat We want to give our users the opportunity to chat via audio, as an addition to the chat that is already present.</description></item><item><title>Screenshots</title><link>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b1-hexarcade/gallery/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b1-hexarcade/gallery/</guid><description/></item><item><title>Video</title><link>https://htw-imi-showtime.github.io/preview/ss21/bachelor/b4-manifesto/video/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss21/bachelor/b4-manifesto/video/</guid><description/></item><item><title>Features</title><link>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b4-sempy/features/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b4-sempy/features/</guid><description>Features Our SEMPY Button offers a relaxed shopping experience that provides customers with recommendations based on the information from the three major platforms: idealo, Amazon, and YouTube. Whether the customer is interested in products like a &amp;ldquo;Victorinox Huntsman&amp;rdquo;, an &amp;ldquo;MSR Hubba Hubba 2 NX&amp;rdquo;, or &amp;ldquo;Apple AirPods 3&amp;rdquo;, the SEMPY-AI Tool caters to the customer&amp;rsquo;s individual needs.
 Screenshot of SEMPY-modal on the idealo Website. We take information from idealo, YouTube and Amazon and give them to the OpenAi to process and summarize them.</description></item><item><title>Process</title><link>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b1-infinite-zoom/process/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b1-infinite-zoom/process/</guid><description>Process The first step into our project was deciding on a game engine to create it with. After evaluating various options, we chose Godot, an open-source software that supports both its own programming language, GDScript, and C#. Our team used both languages.
 Once the technical decisions were made, we all worked in parallel. Some of us started by focusing on developing the mechanics for a zoom effect in a 3D environment, while others concentrated on implementing smooth player motion.</description></item><item><title>Process</title><link>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b4-sempy/process/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b4-sempy/process/</guid><description>Process Pipeline of data processing. At the beginning of the project, there was a brainstorming phase where we wanted to define how our project should look like at the end of the semester. Initially, we thought of having a tool where customers could have a conversation on the idealo website and ask everything about the product. We took inspiration from Perplexity AI, ChatGPT, and similar AI tools.
-After a long discussion, we concluded that we would generate the output of the OpenAI API and place it on the website.</description></item><item><title>Process</title><link>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b5-pam/process/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b5-pam/process/</guid><description>Process The Project was both a technologically tricky undertaking, and a means for us to learn how programming projects will work in the future, with a large focus on Agile Development and SCRUM-style Progress management. We started by setting up a regular Scrum Schedule. Sprints were undertaken on a bi-weekly basis, with remote progress meetings every second week between the sprints, regularly on Wednesdays. We started off by examining the original site, and taking a look at the programming language that had been chosen for us.</description></item><item><title>Process</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/process/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/process/</guid><description>Defining our Problem To understand the problem better, we took a deep dive into the composition of organizational charts of German authorities. Every organizational chart not only looked different but also did not follow the same structure. The only thing they had in common was their format: PDF. We had a lot of discussion with the Open Knowledge Foundation about their objective to make these organizational charts machine-readable. Their answer was straightforward: To make research easier and, above all, faster.</description></item><item><title>Features</title><link>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b1-infinite-zoom/features/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b1-infinite-zoom/features/</guid><description>Features Zoom Effect We have used different implementations to visualize this effect. In some scenes, the objects are scaled up while the camera stays static; in others, the camera moves forward as the objects keep in their position.
+After a long discussion, we concluded that we would generate the output of the OpenAI API and place it on the website.</description></item><item><title>Process</title><link>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b5-pam/process/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b5-pam/process/</guid><description>Process The Project was both a technologically tricky undertaking, and a means for us to learn how programming projects will work in the future, with a large focus on Agile Development and SCRUM-style Progress management. We started by setting up a regular Scrum Schedule. Sprints were undertaken on a bi-weekly basis, with remote progress meetings every second week between the sprints, regularly on Wednesdays. We started off by examining the original site, and taking a look at the programming language that had been chosen for us.</description></item><item><title>Process</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/process/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/process/</guid><description>Defining our Problem To understand the problem better, we took a deep dive into the composition of organizational charts of German authorities. Every organizational chart not only looked different but also did not follow the same structure. The only thing they had in common was their format: PDF. We had a lot of discussion with the Open Knowledge Foundation about their objective to make these organizational charts machine-readable. Their answer was straightforward: To make research easier and, above all, faster.</description></item><item><title>Challenges</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/challenges/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/challenges/</guid><description>Large Amounts of Data According to the Federal Office of Administration, there are a total of 966 federal authorities and institutions in Germany (Statista, 20.07.2024). However, there are many more, as the statistics do not include the offices at state level. One of the challenges of the project was to create a tool that would fit as many different organizational charts as possible in order to capture as much data as feasible.</description></item><item><title>Features</title><link>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b1-infinite-zoom/features/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/bachelor/b1-infinite-zoom/features/</guid><description>Features Zoom Effect We have used different implementations to visualize this effect. In some scenes, the objects are scaled up while the camera stays static; in others, the camera moves forward as the objects keep in their position.
 Transitions When one scene is finished, the game transforms you into a new one, creating an endless loop.
 Gameplay In this game, the player starts with three lives. Colliding with an obstacle decreases half a heart from their health.</description></item><item><title>Gameplay</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m2-food4future/gameplay/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m2-food4future/gameplay/</guid><description>Gameplay You can manipulate the light-conditions, the temperature, the ph-value of the water and the salinity of the water the algae should grow in. Keep an eye on the status of your plant with your score and the indicator on the floating monitor within all stages. If you want to learn more about the parts needed to do this kind of research, you can click on the small icons with an “i”.</description></item><item><title>Process</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m2-food4future/process/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m2-food4future/process/</guid><description>Process The first thing we thought about within the brainstorming for this project was: •	What do we want to communicate?
 •	Who is the target audience?
-•	How can we target this audience? We answered those questions by communication with the product owners of the food4future-project. Food4Future (f4f) is a joint project funded by the German Federal Ministry of Education and Research (BMBF) as a part of the “Agricultural Systems of the Future” programme.</description></item><item><title>Story</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m2-food4future/story/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m2-food4future/story/</guid><description>Story In our AR-Game environment the “No land”-Scenario takes place. The area available for food production is decreasing. You are part of a team responsible for the indoor cultivation of algae. Therefore, you can experience all three important stages of the research necessary to grow the best algae for your country.</description></item><item><title>ws23</title><link>https://htw-imi-showtime.github.io/preview/ws23/debug/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ws23/debug/</guid><description/></item><item><title>ss24</title><link>https://htw-imi-showtime.github.io/preview/ss24/project_overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/project_overview/</guid><description>This is the Project Metadata Overview - Back to Index</description></item><item><title/><link>https://htw-imi-showtime.github.io/preview/ws23/master/m4-gamingforthefuture/review/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ws23/master/m4-gamingforthefuture/review/</guid><description>Für alle Projekte: bitte überprüfen, ob alle Bilddateien notwendig sind und sich nicht doch noch verkleinern lassen. (und es ggfs. Auch tun) die Texte nochmal durchgehen und straffen. Bei Team reicht z.B. wir waren 5 IMI-Master: Namen und Bilder. (evtl. Noch Aufteilung von Verantwortlichkeiten, wenn Sie nicht woanders stehen) M4 Sehr schöne Seite!
+•	How can we target this audience? We answered those questions by communication with the product owners of the food4future-project. Food4Future (f4f) is a joint project funded by the German Federal Ministry of Education and Research (BMBF) as a part of the “Agricultural Systems of the Future” programme.</description></item><item><title>Story</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m2-food4future/story/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m2-food4future/story/</guid><description>Story In our AR-Game environment the “No land”-Scenario takes place. The area available for food production is decreasing. You are part of a team responsible for the indoor cultivation of algae. Therefore, you can experience all three important stages of the research necessary to grow the best algae for your country.</description></item><item><title>Features</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/features/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/features/</guid><description>Python Library The library contains primitives for extracting PDFs and detects shapes and words. It includes semantic analysis of organizational charts. The library can be used in your Python projects. It can be customized to your needs for your organizational charts by providing your own datasets. Command Line Tool The command line tool is designed to convert PDF files into JSON files. This main feature offers a simple user interface to quickly extract data from individual or multiple files.</description></item><item><title>Tech Stack</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/techstack/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/techstack/</guid><description>Organization Github for code collaboration and distribution Trello for task organization Figma for visualization prototyping Core Python Python was selected due to its status as the most prominent programming language for data science. Given the extensive range of available packages, it proved to be the most effective language for our problem.
+PyMuPDF The PyMuPDF library was employed for the extraction of data from PDF documents, as it is the most high-performance Python library for this purpose.</description></item><item><title>Future</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/future/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/future/</guid><description>Open Data Formats For now, the PDF files are only converted into JSON Files. Developing the project further, integrating more open data formats (RDF, CSV, etc.) would be an option to create more possible use cases. Integration with External Tool The Technologiestiftung Berlin has developed an organizational chart tool that makes it easy to create organizational charts in a browser. The foundation has developed a JSON format called orgjson. Files in this format can be uploaded via their web interface.</description></item><item><title>ws23</title><link>https://htw-imi-showtime.github.io/preview/ws23/debug/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ws23/debug/</guid><description/></item><item><title>ss24</title><link>https://htw-imi-showtime.github.io/preview/ss24/project_overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/project_overview/</guid><description>This is the Project Metadata Overview - Back to Index</description></item><item><title/><link>https://htw-imi-showtime.github.io/preview/ws23/master/m4-gamingforthefuture/review/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ws23/master/m4-gamingforthefuture/review/</guid><description>Für alle Projekte: bitte überprüfen, ob alle Bilddateien notwendig sind und sich nicht doch noch verkleinern lassen. (und es ggfs. Auch tun) die Texte nochmal durchgehen und straffen. Bei Team reicht z.B. wir waren 5 IMI-Master: Namen und Bilder. (evtl. Noch Aufteilung von Verantwortlichkeiten, wenn Sie nicht woanders stehen) M4 Sehr schöne Seite!
 Dateigrössen alles ok.
 wenn Sie wollen, könnten Sie prüfen, ob sich die Größe der Bilder weiter reduzieren lässt, z.</description></item><item><title>About the project</title><link>https://htw-imi-showtime.github.io/preview/ss20/master/m6-visense/about/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/master/m6-visense/about/</guid><description> Project Goals web application for visualization of IoT sensor data in building models anomaly detection analysis of measured values by calculating gradients and defining limit values for each sensor timeline chronological monitoring and comparison of sensor data mesh coloring colored representation of the measured values on sensor meshes in the 3D model sensor meshes documentation of sensor locations in the 3D model Project Structure</description></item><item><title>App gallery</title><link>https://htw-imi-showtime.github.io/preview/ss20/master/m1-unhooked/gallery/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/master/m1-unhooked/gallery/</guid><description> Main screen of our App Onboarding screen Unit screen Unit multiple choice quiz screen Unit single choice quiz screen Unit fill the blank quiz screen Unit feedback screen Knowledgebase screen Knowledgebase unit screen Profile screen Archievement screen Login screen</description></item><item><title>Behind the Scenes</title><link>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b3-private-investors/behind-the-scenes/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b3-private-investors/behind-the-scenes/</guid><description/></item><item><title>Challenges</title><link>https://htw-imi-showtime.github.io/preview/ws23/bachelor/b4-hypnobuddy/challenges/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ws23/bachelor/b4-hypnobuddy/challenges/</guid><description>Challenges: User Management: Balancing Complexity and Simplicity The intricacies of managing users across three categories—therapists, patients, and parents—demanded a delicate balance. Based on therapists&amp;rsquo; recommendations, we opted to allow patients and parents to share the same account, simplifying the user experience. However, creating a secure yet straightforward connection between therapists and patients posed a unique challenge. To streamline this, we implemented connection codes, enabling therapists to effortlessly initiate and secure connections with their patients during the first therapy session.</description></item><item><title>Concept gallery</title><link>https://htw-imi-showtime.github.io/preview/ss20/master/m1-unhooked/concept/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/master/m1-unhooked/concept/</guid><description> Unhooked wireframe concept</description></item><item><title>Contact</title><link>https://htw-imi-showtime.github.io/preview/contact/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/contact/</guid><description>The IMIxShowtime is a showcase of the term-long practical projects in the International Media and Computing Bachelor&amp;rsquo;s and Master&amp;rsquo;s programs. It takes place every term on the Friday of the last week of lectures.</description></item><item><title>Das Team</title><link>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b3-private-investors/das-team/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b3-private-investors/das-team/</guid><description>Unser Team besteht aus 8 Student*innen und 3 Betreuern, 2 davon (Jakob und Fabi) sind auch noch Medieninformatik Studenten an der HTW. Wir sind ein sehr internationales Team mit unterschiedlichen Schwerpunkten und Interessen.
 Nataliia Alina Daria Leonie Egor Justin Minh Cong Schwerpunkte Nataliia - Geolocation/Results Page Alina - Kostenrechner/Home Page Daria - Kostenrechner/Home Page Leonie - Front End/Settings Page Egor - Design/Storybook Justin - Front End/Settings Page Minh - Back End/Data Fetching Cong - Back End/Data Fetching Fabian Tino Jakob</description></item><item><title>Design</title><link>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b3-private-investors/design/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b3-private-investors/design/</guid><description>Die Entwicklung des Design der App ist einer der faszinierendsten Prozesse des gesamten Projekts. Es zeigt einem, wie gut man Farben kombinieren kann, wie man unterschiedlichen Formen fühlt, wie man Objekte auf der Seite zusammenstellen kann usw. Dies ist ein kreativer Prozess, an dem jeder teilnehmen kann, unabhängig davon, welches Wissen er besitzt. Er verbindet und gibt viel zum Nachdenken.
@@ -242,7 +243,7 @@ Urheberschutz und Nutzung Die Urheber räumen Ihnen ganz konkret das Nutzungsrec
 Diese Website verwendet keine Cookies und speichert keine Informationen, die über die üblichen Server-Logs der Webserver unter https://htw-berlin.de/ und https://github.com/ für https://htw-imi-showtime.github.io/preview/ und https://htw-imi-showtime.github.io/staging/ hinausgehen.</description></item><item><title>Project Archive Overview</title><link>https://htw-imi-showtime.github.io/preview/archive/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/archive/</guid><description/></item><item><title>Projects</title><link>https://htw-imi-showtime.github.io/preview/projects/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/projects/</guid><description>This term there are 5 bachelor&amp;rsquo;s and 5 master&amp;rsquo;s projects:</description></item><item><title>Schedule</title><link>https://htw-imi-showtime.github.io/preview/schedule/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/schedule/</guid><description>There will be brief project presentations with a quick Q&amp;amp;A in the morning (very brief presentations, the odd times are real, we might even be a bit quicker than this) and a project fair in the afternoon.
 Ort: H 001 / Campus Wilhelminenhof</description></item><item><title>Showtime Website History</title><link>https://htw-imi-showtime.github.io/preview/hugo/history/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/hugo/history/</guid><description>For now, this is a gitinfo tryout:
 (see https://gohugo.io/methods/page/gitinfo/)
-GitInfo: Gitinfo: AbbreviatedHash: 29266a4 AuthorDate: 2024-07-26 AuthorEmail: 167428823&amp;#43;PaulSchiffner@users.noreply.github.com AuthorName: PaulSchiffner CommitDate: 2024-07-26 Hash: 29266a41512c7abf4f46a2b5e7becb935cbf3923 Subject: B4 sempy add images,gif and fix grammar, spelling (#388)</description></item><item><title>Source Code</title><link>https://htw-imi-showtime.github.io/preview/ss20/master/m1-unhooked/source-code/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/master/m1-unhooked/source-code/</guid><description>The source code for the frontend and backend is available at GitLab.
+GitInfo: Gitinfo: AbbreviatedHash: 4ede622 AuthorDate: 2024-07-26 AuthorEmail: 95168446&amp;#43;lauralgh@users.noreply.github.com AuthorName: lauralgh CommitDate: 2024-07-26 Hash: 4ede6221ca812b165fa305c78a22f16ed9a54d48 Subject: M4 - final website version (#389)</description></item><item><title>Source Code</title><link>https://htw-imi-showtime.github.io/preview/ss20/master/m1-unhooked/source-code/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/master/m1-unhooked/source-code/</guid><description>The source code for the frontend and backend is available at GitLab.
 Frontend: Gitlab frontend source code
 Backend: Gitlab backend source code</description></item><item><title>Tech Stack</title><link>https://htw-imi-showtime.github.io/preview/ws23/bachelor/b6-avatavr/tech-stack/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ws23/bachelor/b6-avatavr/tech-stack/</guid><description>The Oculus Headsets Thanks to the &amp;ldquo;Institut für Kultur und Informatik an der HTW Berlin&amp;rdquo;, which provided us with access to cutting-edge Oculus Headsets. The Quest 2 and Quest Pro, equipped with hand sensors, offered a seamless tracking experience, eliminating the need for external scanning setups. While these headsets proved to be revolutionary, navigating through app testing during the development phase presented its own set of challenges.
 Oculus Quest App Meta Developer Hub Building the VR Environment Due to the implementation of the OpenXR Library into the Game Engine Unity, we were able to develop an app that is able to be played on most of the VR Headsets available.</description></item><item><title>Tech-Stack</title><link>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b3-private-investors/tech-stack/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b3-private-investors/tech-stack/</guid><description>Flutter/Dart Das Projekt war das Ergebnis eines Hackathons. Es wurde ursprünglich in Flutter (Dart) geschrieben, also mussten wir nicht die Programmiersprache auswählen, in der wir unsere App schreiben würden, als wir anfingen, daran zu arbeiten. Flutter ist eine sehr einfaches, klares und angenehmes Open-Source UI-Entwicklungs-Kit von Google, die für jeden Anfänger, der sich für die Entwicklung von Cross-Plattform-Apps interessiert, verständlich ist. Alle Komponenten in Flutter sind widgets, aus denen wir unsere App Stück für Stück zusammenstellen.</description></item><item><title>Video</title><link>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b4-energy-matters/video/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b4-energy-matters/video/</guid><description/></item><item><title>Videos</title><link>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b2-vrforfuture/videos/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b2-vrforfuture/videos/</guid><description> Preview Presentation</description></item><item><title>Videos</title><link>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b3-private-investors/videos/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/bachelor/b3-private-investors/videos/</guid><description> Wie das Projekt entstanden ist? Arbeit in Corona-Zeiten App für Privatinvestoren Start your Search</description></item><item><title>Videos</title><link>https://htw-imi-showtime.github.io/preview/ss20/master/m1-unhooked/videos/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss20/master/m1-unhooked/videos/</guid><description> Showtime presentation</description></item></channel></rss>
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diff --git a/projects/index.html b/projects/index.html
index 777d0f13..2a458f04 100644
--- a/projects/index.html
+++ b/projects/index.html
@@ -21,7 +21,7 @@
 <a href=/preview/ss24/master/m3-mindcraft/><h3>MindCraft
 <span class=project-subtitle>Entwicklung einer Serious Game-Suite zur Förderung der kognitiven Leistungsfähigkeit bei psychischen Erkrankungen</span></h3></a><p>Ein in Kooperation mit Psycholog*innen entwickeltes Serious Game für die Verbesserung kognitiver Fähigkeiten.</p><a href=/preview/ss24/master/m3-mindcraft/>-> Details</a></div><img src=/preview/ss24/master/m3-mindcraft/brain.png alt=MindCraft></section><hr class=alternate><p id=M4></p><section class=projects-list-entry><div><span class=type>M4 Master</span>
 <a href=/preview/ss24/master/m4-orgxtract/><h3>OrgXtract
-<span class=project-subtitle></span></h3></a><p>In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency within German authorities.</p><a href=/preview/ss24/master/m4-orgxtract/>-> Details</a></div><img src=/preview/ss24/master/m4-orgxtract/logo_orgxtract.jpg alt=OrgXtract></section><hr class=alternate><p id=M5></p><section class=projects-list-entry><div><span class=type>M5 Master</span>
+<span class=project-subtitle></span></h3></a><p>In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency of German authorities.</p><a href=/preview/ss24/master/m4-orgxtract/>-> Details</a></div><img src=/preview/ss24/master/m4-orgxtract/logo_orgxtract.jpg alt=OrgXtract></section><hr class=alternate><p id=M5></p><section class=projects-list-entry><div><span class=type>M5 Master</span>
 <a href=/preview/ss24/master/m5-capsearch/><h3>Capsearch: Bridging Talent and Career
 <span class=project-subtitle></span></h3></a><p>CapSearch, an AI-powered platform, assists employees with project assignments. By analyzing profiles, skills, and goals, it provides personalized job recommendations, streamlines project assignments, and enhances efficiency.</p><a href=/preview/ss24/master/m5-capsearch/>-> Details</a></div><img src=/preview/ss24/master/m5-capsearch/logo.png alt="Capsearch: Bridging Talent and Career"></section><hr class=alternate></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
 2024</a><ul><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=https://htw-imi-showtime.github.io/preview/privacy-policy>Privacy Policy</a></li><li><a href=https://htw-imi-showtime.github.io/preview/imprint>Imprint</a></li></ul></section><img src=https://htw-imi-showtime.github.io/preview/img/htw-logo.png alt="HTW Logo"></footer></body></html>
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diff --git a/sitemap.xml b/sitemap.xml
index 2678baaf..f9ce1424 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -1 +1 @@
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 <a href=/preview/ss24/master/m3-mindcraft/><h3>MindCraft
 <span class=project-subtitle>Entwicklung einer Serious Game-Suite zur Förderung der kognitiven Leistungsfähigkeit bei psychischen Erkrankungen</span></h3></a><p>Ein in Kooperation mit Psycholog*innen entwickeltes Serious Game für die Verbesserung kognitiver Fähigkeiten.</p><a href=/preview/ss24/master/m3-mindcraft/>-> Details</a></div><img src=/preview/ss24/master/m3-mindcraft/brain.png alt=MindCraft></section><hr class=alternate><p id=M4></p><section class=projects-list-entry><div><span class=type>M4 Master</span>
 <a href=/preview/ss24/master/m4-orgxtract/><h3>OrgXtract
-<span class=project-subtitle></span></h3></a><p>In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency within German authorities.</p><a href=/preview/ss24/master/m4-orgxtract/>-> Details</a></div><img src=/preview/ss24/master/m4-orgxtract/logo_orgxtract.jpg alt=OrgXtract></section><hr class=alternate><p id=M5></p><section class=projects-list-entry><div><span class=type>M5 Master</span>
+<span class=project-subtitle></span></h3></a><p>In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency of German authorities.</p><a href=/preview/ss24/master/m4-orgxtract/>-> Details</a></div><img src=/preview/ss24/master/m4-orgxtract/logo_orgxtract.jpg alt=OrgXtract></section><hr class=alternate><p id=M5></p><section class=projects-list-entry><div><span class=type>M5 Master</span>
 <a href=/preview/ss24/master/m5-capsearch/><h3>Capsearch: Bridging Talent and Career
 <span class=project-subtitle></span></h3></a><p>CapSearch, an AI-powered platform, assists employees with project assignments. By analyzing profiles, skills, and goals, it provides personalized job recommendations, streamlines project assignments, and enhances efficiency.</p><a href=/preview/ss24/master/m5-capsearch/>-> Details</a></div><img src=/preview/ss24/master/m5-capsearch/logo.png alt="Capsearch: Bridging Talent and Career"></section><hr class=alternate></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
 2024</a><ul><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=https://htw-imi-showtime.github.io/preview/privacy-policy>Privacy Policy</a></li><li><a href=https://htw-imi-showtime.github.io/preview/imprint>Imprint</a></li></ul></section><img src=https://htw-imi-showtime.github.io/preview/img/htw-logo.png alt="HTW Logo"></footer></body></html>
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+<!doctype html><html lang=en dir=ltr><meta name=viewport content="width=device-width,initial-scale=1"><meta charset=utf-8><meta charset=UTF-8><link rel=stylesheet href=/preview/css/style.min.d2318b68476f24cbf3792f1a3bf81da83f1aafcaea0d063b7fc8e6aa4440fb1d.css integrity="sha256-0jGLaEdvJMvzeS8aO/gdqD8ar8rqDQY7f8jmqkRA+x0=" crossorigin=anonymous><script src=https://htw-imi-showtime.github.io/preview/js/title-animate.js></script><script src=https://htw-imi-showtime.github.io/preview/js/semester-select.js></script><script src=https://htw-imi-showtime.github.io/preview/js/secret.js></script><title>IMI Showtime - HTW Berlin</title>
+<body><nav class="background master"><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>×</span><span class=animate>ST</span></strong> <span class=light>2024</span></a><div class=warn>Preview Site!
+(without drafts)</div><ul><li><a href=https://htw-imi-showtime.github.io/preview/projects>Projects</a></li><li><a href=https://htw-imi-showtime.github.io/preview/schedule>Schedule</a></li><li><a href=https://htw-imi-showtime.github.io/preview/dates>Dates</a></li><li><a href=/preview/ws23>Archive</a></li><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=/preview/ws23/bachelor/b1-peek/>&lt;</a>
+<a href=/preview/ss24/>ss24</a>
+<a href=/preview/ss20/bachelor/b1-hexarcade/>></a>
+<a href=/preview/ss24/master/m3-mindcraft/>&lt;</a>
+M4
+<a href=/preview/ss24/master/m5-capsearch/>></a></li></ul></nav><div class="background master"><header class=project-header><h1><span class=type>M4 Master</span>
+OrgXtract
+<span class="subtitle master"></span>
+<span class=underscore-spacer></span></h1><section style=text-align:right><div class=spacer></div><h4>Team</h4><ul><li>Lorenzo Battiston</li><li>Laura Langhauser</li><li>Niklas Lengert</li><li>Sao Chi Pham</li><li>Viet Anh Jimmy Tran</li></ul><h4>Supervision</h4>Stefan Wehrmeyer</section></header></div><div class="project-menu desktop-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li class=active><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div><div class="project-menu mobile-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li></ul><input type=checkbox id=project-menu-button>
+<label for=project-menu-button><span></span></label><div class=dropdown-menu><ul><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li class=active><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div></div><main class=project><section><h3>Large Amounts of Data</h3><div class=spacer></div><div class=content>According to the Federal Office of Administration, there are a total of <strong>966 federal authorities and institutions in Germany</strong> (<a href=https://de.statista.com/statistik/daten/studie/1128113/umfrage/bundesbehoerden-in-deutschland-nach-behoerdenart/>Statista, 20.07.2024</a>). However, there are many more, as the statistics do not include the offices at state level. One of the challenges of the project was to create a tool that would fit as many different organizational charts as possible in order to capture as much data as feasible.</div></section><section><h3>Extracting Text from PDF</h3><div class=spacer></div><div class=content>PDF is a format for displaying documents, not for extracting structural data from them. So, extracting all the data you need from the documents is a challenge. When text is extracted, the output is unstructured, often out of order. Semantic information is completely missing. There are also a large number of <strong>edge cases</strong>, which makes it difficult to write an algorithm that covers every edge case and extracts all the text in a meaningful way.</div></section><section><h3>No Content Standards</h3><div class=spacer></div><div class=content>Every organizational chart is different. Not only do the people who work in different departments differ, but so do their job titles. However, even similar job titles may have different names in different departments. For example, it is not a given that the Ministry of Education in Berlin will have the same job titles as the same ministry in Baden-Württemberg. Abbreviations are also commonly used, but again they are not always the same, and may vary from authority to authority.</div></section><section><h3>Semantic Analysis</h3><div class=spacer></div><div class=content>The challenge for semantic analysis is that we work with unnatural language, so natural language processing (NLP) models are not sufficient. NLPs can extract meaningful text from coherent sentences, but not from individual words. This requires the use of Large Language Models (LLM). Therefore, a <strong>combination of LLMs and NLPs</strong> was used.</div></section></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
+2024</a><ul><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=https://htw-imi-showtime.github.io/preview/privacy-policy>Privacy Policy</a></li><li><a href=https://htw-imi-showtime.github.io/preview/imprint>Imprint</a></li></ul></section><img src=https://htw-imi-showtime.github.io/preview/img/htw-logo.png alt="HTW Logo"></footer></body></html>
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+<!doctype html><html lang=en dir=ltr><meta name=viewport content="width=device-width,initial-scale=1"><meta charset=utf-8><meta charset=UTF-8><link rel=stylesheet href=/preview/css/style.min.d2318b68476f24cbf3792f1a3bf81da83f1aafcaea0d063b7fc8e6aa4440fb1d.css integrity="sha256-0jGLaEdvJMvzeS8aO/gdqD8ar8rqDQY7f8jmqkRA+x0=" crossorigin=anonymous><script src=https://htw-imi-showtime.github.io/preview/js/title-animate.js></script><script src=https://htw-imi-showtime.github.io/preview/js/semester-select.js></script><script src=https://htw-imi-showtime.github.io/preview/js/secret.js></script><title>IMI Showtime - HTW Berlin</title>
+<body><nav class="background master"><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>×</span><span class=animate>ST</span></strong> <span class=light>2024</span></a><div class=warn>Preview Site!
+(without drafts)</div><ul><li><a href=https://htw-imi-showtime.github.io/preview/projects>Projects</a></li><li><a href=https://htw-imi-showtime.github.io/preview/schedule>Schedule</a></li><li><a href=https://htw-imi-showtime.github.io/preview/dates>Dates</a></li><li><a href=/preview/ws23>Archive</a></li><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=/preview/ws23/bachelor/b1-peek/>&lt;</a>
+<a href=/preview/ss24/>ss24</a>
+<a href=/preview/ss20/bachelor/b1-hexarcade/>></a>
+<a href=/preview/ss24/master/m3-mindcraft/>&lt;</a>
+M4
+<a href=/preview/ss24/master/m5-capsearch/>></a></li></ul></nav><div class="background master"><header class=project-header><h1><span class=type>M4 Master</span>
+OrgXtract
+<span class="subtitle master"></span>
+<span class=underscore-spacer></span></h1><section style=text-align:right><div class=spacer></div><h4>Team</h4><ul><li>Lorenzo Battiston</li><li>Laura Langhauser</li><li>Niklas Lengert</li><li>Sao Chi Pham</li><li>Viet Anh Jimmy Tran</li></ul><h4>Supervision</h4>Stefan Wehrmeyer</section></header></div><div class="project-menu desktop-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li class=active><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div><div class="project-menu mobile-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li></ul><input type=checkbox id=project-menu-button>
+<label for=project-menu-button><span></span></label><div class=dropdown-menu><ul><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li class=active><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div></div><main class=project><section><h3>Python Library</h3><div class=spacer></div><div class=content>The library contains primitives for extracting PDFs and detects shapes and words. It includes semantic analysis of organizational charts. The library can be used in your Python projects. It can be customized to your needs for your organizational charts by providing your own datasets.</div></section><section><h3>Command Line Tool</h3><div class=spacer></div><div class=content>The command line tool is designed to convert PDF files into JSON files. This main feature offers a simple user interface to quickly extract data from individual or multiple files.</div></section><section><h3>LLM Integration</h3><div class=spacer></div><div class=content>The integration of various large language models facilitates advanced text analysis. For our demo, we employed the LLM from OpenAI. However, any supported LLM can be integrated to perform text analysis.</div></section><section><h3>Web Interface</h3><div class=spacer></div><div class=content>A web interface has been created to visualize the results from text extraction. At the moment it has been built for demonstration purposes, but can be built into a user-friendly web view in the future.</div></section></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
+2024</a><ul><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=https://htw-imi-showtime.github.io/preview/privacy-policy>Privacy Policy</a></li><li><a href=https://htw-imi-showtime.github.io/preview/imprint>Imprint</a></li></ul></section><img src=https://htw-imi-showtime.github.io/preview/img/htw-logo.png alt="HTW Logo"></footer></body></html>
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diff --git a/ss24/master/m4-orgxtract/future/index.html b/ss24/master/m4-orgxtract/future/index.html
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@@ -0,0 +1,14 @@
+<!doctype html><html lang=en dir=ltr><meta name=viewport content="width=device-width,initial-scale=1"><meta charset=utf-8><meta charset=UTF-8><link rel=stylesheet href=/preview/css/style.min.d2318b68476f24cbf3792f1a3bf81da83f1aafcaea0d063b7fc8e6aa4440fb1d.css integrity="sha256-0jGLaEdvJMvzeS8aO/gdqD8ar8rqDQY7f8jmqkRA+x0=" crossorigin=anonymous><script src=https://htw-imi-showtime.github.io/preview/js/title-animate.js></script><script src=https://htw-imi-showtime.github.io/preview/js/semester-select.js></script><script src=https://htw-imi-showtime.github.io/preview/js/secret.js></script><title>IMI Showtime - HTW Berlin</title>
+<body><nav class="background master"><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>×</span><span class=animate>ST</span></strong> <span class=light>2024</span></a><div class=warn>Preview Site!
+(without drafts)</div><ul><li><a href=https://htw-imi-showtime.github.io/preview/projects>Projects</a></li><li><a href=https://htw-imi-showtime.github.io/preview/schedule>Schedule</a></li><li><a href=https://htw-imi-showtime.github.io/preview/dates>Dates</a></li><li><a href=/preview/ws23>Archive</a></li><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=/preview/ws23/bachelor/b1-peek/>&lt;</a>
+<a href=/preview/ss24/>ss24</a>
+<a href=/preview/ss20/bachelor/b1-hexarcade/>></a>
+<a href=/preview/ss24/master/m3-mindcraft/>&lt;</a>
+M4
+<a href=/preview/ss24/master/m5-capsearch/>></a></li></ul></nav><div class="background master"><header class=project-header><h1><span class=type>M4 Master</span>
+OrgXtract
+<span class="subtitle master"></span>
+<span class=underscore-spacer></span></h1><section style=text-align:right><div class=spacer></div><h4>Team</h4><ul><li>Lorenzo Battiston</li><li>Laura Langhauser</li><li>Niklas Lengert</li><li>Sao Chi Pham</li><li>Viet Anh Jimmy Tran</li></ul><h4>Supervision</h4>Stefan Wehrmeyer</section></header></div><div class="project-menu desktop-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li class=active><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div><div class="project-menu mobile-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li></ul><input type=checkbox id=project-menu-button>
+<label for=project-menu-button><span></span></label><div class=dropdown-menu><ul><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li class=active><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div></div><main class=project><section><h3>Open Data Formats</h3><div class=spacer></div><div class=content>For now, the PDF files are only converted into JSON Files. Developing the project further, integrating more open data formats (RDF, CSV, etc.) would be an option to create more possible use cases.</div></section><section><h3>Integration with External Tool</h3><div class=spacer></div><div class=content>The Technologiestiftung Berlin has developed an <a href=https://organigramme.odis-berlin.de/>organizational chart tool</a> that makes it easy to create organizational charts in a browser. The foundation has developed a JSON format called orgjson. Files in this format can be uploaded via their web interface. These are then rendered into an organizational chart. The orgXtract project could be linked to the org chart tool in the future by outputting the extracted file in orgjson format.
+More information about the project can be found here: <a href=https://odis-berlin.de/projekte/2023-07-organigramm-tool/>https://odis-berlin.de/projekte/2023-07-organigramm-tool/</a>.</div></section><section><h3>Recognition of Hierarchies</h3><div class=spacer></div><div class=content>The tool currently focuses on extracting the content of organization nodes individually. A future step could be linking those nodes by recognizing the hierarchy. This was not a priority for our current project, since the research of the Open Knowledge Foundation focuses on the people and their positions and not the hierarchical structure of the document.</div></section></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
+2024</a><ul><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=https://htw-imi-showtime.github.io/preview/privacy-policy>Privacy Policy</a></li><li><a href=https://htw-imi-showtime.github.io/preview/imprint>Imprint</a></li></ul></section><img src=https://htw-imi-showtime.github.io/preview/img/htw-logo.png alt="HTW Logo"></footer></body></html>
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diff --git a/ss24/master/m4-orgxtract/index.html b/ss24/master/m4-orgxtract/index.html
index 1b1fe55f..24fa0d6d 100644
--- a/ss24/master/m4-orgxtract/index.html
+++ b/ss24/master/m4-orgxtract/index.html
@@ -8,8 +8,8 @@
 <a href=/preview/ss24/master/m5-capsearch/>></a></li></ul></nav><div class="background master"><header class=project-header><h1><span class=type>M4 Master</span>
 OrgXtract
 <span class="subtitle master"></span>
-<span class=underscore-spacer></span></h1><section style=text-align:right><div class=spacer></div><h4>Team</h4><ul><li>Lorenzo Battiston</li><li>Laura Langhauser</li><li>Niklas Lengert</li><li>Sao Chi Pham</li><li>Viet Anh Jimmy Tran</li></ul><h4>Supervision</h4>Stefan Wehrmeyer</section></header></div><div class="project-menu desktop-menu background master"><ul><li class=active><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li></ul></div><div class="project-menu mobile-menu background master"><ul><li class=active><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li></ul><input type=checkbox id=project-menu-button>
-<label for=project-menu-button><span></span></label><div class=dropdown-menu><ul><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li></ul></div></div><main class=project><p class=intro>In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency within German authorities.</p><section><h3>Abstract</h3><div class=spacer></div><div class=content>In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency of German authorities.</div></section><section><h3>Our Goal</h3><div class=spacer></div><div class=content>The project aims to transform organizational charts, traditionally stored as PDFs, into a machine-readable format to enhance transparency in German authorities personnel structure. It focuses on converting these static documents into data that can be easily analyzed, to provide deeper insights into public administration.
+<span class=underscore-spacer></span></h1><section style=text-align:right><div class=spacer></div><h4>Team</h4><ul><li>Lorenzo Battiston</li><li>Laura Langhauser</li><li>Niklas Lengert</li><li>Sao Chi Pham</li><li>Viet Anh Jimmy Tran</li></ul><h4>Supervision</h4>Stefan Wehrmeyer</section></header></div><div class="project-menu desktop-menu background master"><ul><li class=active><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div><div class="project-menu mobile-menu background master"><ul><li class=active><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li></ul><input type=checkbox id=project-menu-button>
+<label for=project-menu-button><span></span></label><div class=dropdown-menu><ul><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div></div><main class=project><p class=intro>In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency of German authorities.</p><section><h3>Our Goal</h3><div class=spacer></div><div class=content>The project aims to <strong>transform organizational charts</strong>, traditionally stored as PDFs, into a machine-readable format to enhance transparency in German authorities personnel structure. It focuses on converting these static documents into data that can be easily analyzed, to provide deeper insights into public administration.
 The goal was to create a tool for the Open Knowledge Foundation team to extract data from organizational charts of public authorities in PDF and use the output data to conduct their research.</div></section><section><h3>The Team</h3><div class=spacer></div><div class=content>Our team consists of five students, who equally contributed to our project. Each bringing their individual skillset, we were able to create a functioning product together.
 Our diverse expertise helped us solve the difficulties that came along during the development of our project. It allowed us to tackle the project from multiple angles, ensuring a comprehensive and effective solution.</div></section><section class=gallery><figure class=team-member><img src=/preview/ss24/master/m4-orgxtract/lorenzo.jpg alt="Portrait of Lorenzo Battiston"><figcaption>Lorenzo Battiston</figcaption></figure><figure class=team-member><img src=/preview/ss24/master/m4-orgxtract/laura.jpg alt="Portrait of Laura Langhauser"><figcaption>Laura Langhauser</figcaption></figure><figure class=team-member><img src=/preview/ss24/master/m4-orgxtract/niklas.jpg alt="Portrait of Niklas Lengert"><figcaption>Niklas Lengert</figcaption></figure><figure class=team-member><img src=/preview/ss24/master/m4-orgxtract/chi.jpg alt="Portrait of Sao Chi Pham"><figcaption>Sao Chi Pham</figcaption></figure><figure class=team-member><img src=/preview/ss24/master/m4-orgxtract/jimmy.jpg alt="Portrait of Viet Anh Jimmy Tran"><figcaption>Viet Anh Jimmy Tran</figcaption></figure></section></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
 2024</a><ul><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=https://htw-imi-showtime.github.io/preview/privacy-policy>Privacy Policy</a></li><li><a href=https://htw-imi-showtime.github.io/preview/imprint>Imprint</a></li></ul></section><img src=https://htw-imi-showtime.github.io/preview/img/htw-logo.png alt="HTW Logo"></footer></body></html>
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-<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>OrgXtract on IMI Showtime</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/</link><description>Recent content in OrgXtract on IMI Showtime</description><generator>Hugo</generator><language>de-de</language><atom:link href="https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/index.xml" rel="self" type="application/rss+xml"/><item><title>Process</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/process/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/process/</guid><description>Defining our Problem To understand the problem better, we took a deep dive into the composition of organizational charts of German authorities. Every organizational chart not only looked different but also did not follow the same structure. The only thing they had in common was their format: PDF. We had a lot of discussion with the Open Knowledge Foundation about their objective to make these organizational charts machine-readable. Their answer was straightforward: To make research easier and, above all, faster.</description></item></channel></rss>
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+<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>OrgXtract on IMI Showtime</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/</link><description>Recent content in OrgXtract on IMI Showtime</description><generator>Hugo</generator><language>de-de</language><atom:link href="https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/index.xml" rel="self" type="application/rss+xml"/><item><title>Process</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/process/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/process/</guid><description>Defining our Problem To understand the problem better, we took a deep dive into the composition of organizational charts of German authorities. Every organizational chart not only looked different but also did not follow the same structure. The only thing they had in common was their format: PDF. We had a lot of discussion with the Open Knowledge Foundation about their objective to make these organizational charts machine-readable. Their answer was straightforward: To make research easier and, above all, faster.</description></item><item><title>Challenges</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/challenges/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/challenges/</guid><description>Large Amounts of Data According to the Federal Office of Administration, there are a total of 966 federal authorities and institutions in Germany (Statista, 20.07.2024). However, there are many more, as the statistics do not include the offices at state level. One of the challenges of the project was to create a tool that would fit as many different organizational charts as possible in order to capture as much data as feasible.</description></item><item><title>Features</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/features/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/features/</guid><description>Python Library The library contains primitives for extracting PDFs and detects shapes and words. It includes semantic analysis of organizational charts. The library can be used in your Python projects. It can be customized to your needs for your organizational charts by providing your own datasets. Command Line Tool The command line tool is designed to convert PDF files into JSON files. This main feature offers a simple user interface to quickly extract data from individual or multiple files.</description></item><item><title>Tech Stack</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/techstack/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/techstack/</guid><description>Organization Github for code collaboration and distribution Trello for task organization Figma for visualization prototyping Core Python Python was selected due to its status as the most prominent programming language for data science. Given the extensive range of available packages, it proved to be the most effective language for our problem.
+PyMuPDF The PyMuPDF library was employed for the extraction of data from PDF documents, as it is the most high-performance Python library for this purpose.</description></item><item><title>Future</title><link>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/future/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://htw-imi-showtime.github.io/preview/ss24/master/m4-orgxtract/future/</guid><description>Open Data Formats For now, the PDF files are only converted into JSON Files. Developing the project further, integrating more open data formats (RDF, CSV, etc.) would be an option to create more possible use cases. Integration with External Tool The Technologiestiftung Berlin has developed an organizational chart tool that makes it easy to create organizational charts in a browser. The foundation has developed a JSON format called orgjson. Files in this format can be uploaded via their web interface.</description></item></channel></rss>
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@@ -8,7 +8,7 @@
 <a href=/preview/ss24/master/m5-capsearch/>></a></li></ul></nav><div class="background master"><header class=project-header><h1><span class=type>M4 Master</span>
 OrgXtract
 <span class="subtitle master"></span>
-<span class=underscore-spacer></span></h1><section style=text-align:right><div class=spacer></div><h4>Team</h4><ul><li>Lorenzo Battiston</li><li>Laura Langhauser</li><li>Niklas Lengert</li><li>Sao Chi Pham</li><li>Viet Anh Jimmy Tran</li></ul><h4>Supervision</h4>Stefan Wehrmeyer</section></header></div><div class="project-menu desktop-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li><li class=active><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li></ul></div><div class="project-menu mobile-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li></ul><input type=checkbox id=project-menu-button>
-<label for=project-menu-button><span></span></label><div class=dropdown-menu><ul><li class=active><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li></ul></div></div><main class=project><section><h3>Defining our Problem</h3><div class=spacer></div><div class=content>To understand the problem better, we took a deep dive into the composition of organizational charts of German authorities. Every organizational chart not only looked different but also did not follow the same structure. The only thing they had in common was their format: PDF. We had a lot of discussion with the Open Knowledge Foundation about their objective to make these organizational charts machine-readable. Their answer was straightforward: To make research easier and, above all, faster. Organizational charts contain a great deal of information about the distribution of power positions. Automatically reading this data allows us to trace personnel structures and clarify any potential grievances.
-We needed to find an efficient solution to make large amounts of organizational charts machine readable and put them in a format that the Open Knowledge Foundation could easily research.</div></section><section><h3>Research</h3><div class=spacer></div><div class=content>It is relatively easy to read text out of PDFs. However, the difficult part is getting the information structured and ready to use. The research phase involved a great deal of trial and error. During the research phase, we tested different technologies to identify the best solution for our problem. We tested a number of natural language processing solutions to retrieve the names of organizational units, the people leading them and other responsibilities. Using a simple language model was not sufficient to deal with the output from PDF, which is why we needed to combine different solutions. To get all the necessary information, we must pre-process the text by removing unnecessary content from the documents, match patterns to extract data and then use a named entity recognition system.</div></section><section><h3>Project planning</h3><div class=spacer></div><div class=content>At the beginning of our project, we divided our group into distinct sub-teams, each responsible for conducting research in a specific area. We then planned our project using a Trello board, which enabled us to split all our tasks into an organized format and assign each task to different project members. We split into groups to tackle different project areas. One team was responsible for implementing the algorithm for extracting structured data, while the other team worked on the visualization and interactive web interface to demonstrate the capabilities of our tool.</div></section></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
+<span class=underscore-spacer></span></h1><section style=text-align:right><div class=spacer></div><h4>Team</h4><ul><li>Lorenzo Battiston</li><li>Laura Langhauser</li><li>Niklas Lengert</li><li>Sao Chi Pham</li><li>Viet Anh Jimmy Tran</li></ul><h4>Supervision</h4>Stefan Wehrmeyer</section></header></div><div class="project-menu desktop-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li><li class=active><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div><div class="project-menu mobile-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li></ul><input type=checkbox id=project-menu-button>
+<label for=project-menu-button><span></span></label><div class=dropdown-menu><ul><li class=active><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div></div><main class=project><section><h3>Defining our Problem</h3><div class=spacer></div><div class=content>To understand the problem better, we took a deep dive into the composition of organizational charts of German authorities. Every organizational chart not only looked different but also did not follow the same structure. The only thing they had in common was their format: PDF. We had a lot of discussion with the Open Knowledge Foundation about their objective to make these organizational charts machine-readable. Their answer was straightforward: <strong>To make research easier and, above all, faster.</strong> Organizational charts contain a great deal of information about the distribution of power positions. Automatically reading this data allows us to trace personnel structures and clarify any potential grievances.
+We needed to find an efficient solution to make large amounts of organizational charts machine readable and put them in a format that the Open Knowledge Foundation could easily research.</div></section><section><h3>Research</h3><div class=spacer></div><div class=content>It is relatively easy to read text out of PDFs. However, the difficult part is getting the information structured and ready to use. The research phase involved a great deal of trial and error. During the research phase, we <strong>tested different technologies</strong> to identify the best solution for our problem. We tested a number of natural language processing solutions to retrieve the names of organizational units, the people leading them and other responsibilities. Using a simple language model was not sufficient to deal with the output from PDF, which is why we needed to combine different solutions. To get all the necessary information, we must pre-process the text by removing unnecessary content from the documents, match patterns to extract data and then use a named entity recognition system.</div></section><section><h3>Project Planning</h3><div class=spacer></div><div class=content>At the beginning of our project, we divided our group into distinct sub-teams, each responsible for conducting research in a specific area. We then planned our project using a Trello board, which enabled us to <strong>split all our tasks into an organized format</strong> and assign each task to different project members. We split into groups to tackle different project areas. One team was responsible for implementing the algorithm for extracting structured data, while the other team worked on the visualization and interactive web interface to demonstrate the capabilities of our tool.</div></section></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
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+<!doctype html><html lang=en dir=ltr><meta name=viewport content="width=device-width,initial-scale=1"><meta charset=utf-8><meta charset=UTF-8><link rel=stylesheet href=/preview/css/style.min.d2318b68476f24cbf3792f1a3bf81da83f1aafcaea0d063b7fc8e6aa4440fb1d.css integrity="sha256-0jGLaEdvJMvzeS8aO/gdqD8ar8rqDQY7f8jmqkRA+x0=" crossorigin=anonymous><script src=https://htw-imi-showtime.github.io/preview/js/title-animate.js></script><script src=https://htw-imi-showtime.github.io/preview/js/semester-select.js></script><script src=https://htw-imi-showtime.github.io/preview/js/secret.js></script><title>IMI Showtime - HTW Berlin</title>
+<body><nav class="background master"><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>×</span><span class=animate>ST</span></strong> <span class=light>2024</span></a><div class=warn>Preview Site!
+(without drafts)</div><ul><li><a href=https://htw-imi-showtime.github.io/preview/projects>Projects</a></li><li><a href=https://htw-imi-showtime.github.io/preview/schedule>Schedule</a></li><li><a href=https://htw-imi-showtime.github.io/preview/dates>Dates</a></li><li><a href=/preview/ws23>Archive</a></li><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=/preview/ws23/bachelor/b1-peek/>&lt;</a>
+<a href=/preview/ss24/>ss24</a>
+<a href=/preview/ss20/bachelor/b1-hexarcade/>></a>
+<a href=/preview/ss24/master/m3-mindcraft/>&lt;</a>
+M4
+<a href=/preview/ss24/master/m5-capsearch/>></a></li></ul></nav><div class="background master"><header class=project-header><h1><span class=type>M4 Master</span>
+OrgXtract
+<span class="subtitle master"></span>
+<span class=underscore-spacer></span></h1><section style=text-align:right><div class=spacer></div><h4>Team</h4><ul><li>Lorenzo Battiston</li><li>Laura Langhauser</li><li>Niklas Lengert</li><li>Sao Chi Pham</li><li>Viet Anh Jimmy Tran</li></ul><h4>Supervision</h4>Stefan Wehrmeyer</section></header></div><div class="project-menu desktop-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li class=active><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div><div class="project-menu mobile-menu background master"><ul><li><a href=/preview/ss24/master/m4-orgxtract/>Overview</a></li></ul><input type=checkbox id=project-menu-button>
+<label for=project-menu-button><span></span></label><div class=dropdown-menu><ul><li><a href=/preview/ss24/master/m4-orgxtract/process/>Process</a></li><li><a href=/preview/ss24/master/m4-orgxtract/challenges/>Challenges</a></li><li><a href=/preview/ss24/master/m4-orgxtract/features/>Features</a></li><li class=active><a href=/preview/ss24/master/m4-orgxtract/techstack/>Tech Stack</a></li><li><a href=/preview/ss24/master/m4-orgxtract/future/>Future</a></li></ul></div></div><main class=project><figure><img src=/preview/ss24/master/m4-orgxtract/techstack_logos.png alt=Techstack></figure><section><h3>Organization</h3><div class=spacer></div><div class=content><ul><li><strong><a href=https://github.com/FDS-HTW-2024/fds_orgchart>Github</a></strong> for code collaboration and distribution</li><li><strong><a href=https://trello.com/>Trello</a></strong> for task organization</li><li><strong><a href=https://www.figma.com/>Figma</a></strong> for visualization prototyping</li></ul></div></section><section><h3>Core</h3><div class=spacer></div><div class=content><ul><li><strong><a href=https://www.python.org/>Python</a></strong></li></ul><p>Python was selected due to its status as the most prominent programming language for data science. Given the extensive range of available packages, it proved to be the most effective language for our problem.</p><ul><li><strong><a href=https://pymupdf.readthedocs.io/en/latest/>PyMuPDF</a></strong></li></ul><p>The PyMuPDF library was employed for the extraction of data from PDF documents, as it is the most high-performance Python library for this purpose.</p><ul><li><strong><a href=https://spacy.io/>spaCy</a></strong></li></ul><p>spaCy is a high quality package for natural language processing tasks. We chose to work with spaCy because it provides many components without much configuration.</p><ul><li><strong><a href=https://llm.datasette.io/en/stable/>Python LLM</a></strong></li></ul><p>Python LLM provides a simple API to wrap around the many existing large language models.</p></div></section><section><h3>Web View</h3><div class=spacer></div><div class=content><ul><li><strong>HTML</strong></li><li><strong>JavaScript</strong></li><li><strong>CSS</strong></li></ul></div></section><p><section><h3>Project Architecture</h3><div class=spacer></div><div class=content></div></section><figure><img src=/preview/ss24/master/m4-orgxtract/architecture.png alt=Architecture></figure></p></main><footer><section><a href=https://htw-imi-showtime.github.io/preview/ class=animate-trigger><strong>IMI<span class=light>⨯</span><span class=animate>ST</span></strong>
+2024</a><ul><li><a href=https://htw-imi-showtime.github.io/preview/contact>Contact</a></li><li><a href=https://htw-imi-showtime.github.io/preview/privacy-policy>Privacy Policy</a></li><li><a href=https://htw-imi-showtime.github.io/preview/imprint>Imprint</a></li></ul></section><img src=https://htw-imi-showtime.github.io/preview/img/htw-logo.png alt="HTW Logo"></footer></body></html>
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 # projectDetail = "/preview/ss24/master/m3-mindcraft/"
 # class = "master"
 
-        </pre></small></p><hr id=M4_meta_list class=project_divider><p id=M4></p><h3 class=plain>M4 OrgXtract</h3><h4>Master</h4><p><b>project_id:</b> M4</p><p><b>title:</b> = OrgXtract</p><p><b>subtitle:</b> =</p><p><b>team:</b> [Lorenzo Battiston Laura Langhauser Niklas Lengert Sao Chi Pham Viet Anh Jimmy Tran] (string)</p><p><b>supervisor:</b> Stefan Wehrmeyer (string)</p><p><b>claim</b> =</p><p><b>abstract</b> = In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency of German authorities.</p><p><b>card_description = </b>(deprecated, use claim instead!) = In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency within German authorities.</p><p><b>url</b>: <a href=/preview/ss24/master/m4-orgxtract/>/preview/ss24/master/m4-orgxtract/</a></p><p><b>Disk Usage:</b>
+        </pre></small></p><hr id=M4_meta_list class=project_divider><p id=M4></p><h3 class=plain>M4 OrgXtract</h3><h4>Master</h4><p><b>project_id:</b> M4</p><p><b>title:</b> = OrgXtract</p><p><b>subtitle:</b> =</p><p><b>team:</b> [Lorenzo Battiston Laura Langhauser Niklas Lengert Sao Chi Pham Viet Anh Jimmy Tran] (string)</p><p><b>supervisor:</b> Stefan Wehrmeyer (string)</p><p><b>claim</b> = In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency of German authorities.</p><p><b>abstract</b> =</p><p><b>card_description = </b>(deprecated, use claim instead!) = In our quest to challenge German bureaucracy, our project transforms organizational charts stored as PDFs into machine-readable open data formats, enhancing research capabilities and promoting transparency within German authorities.</p><p><b>url</b>: <a href=/preview/ss24/master/m4-orgxtract/>/preview/ss24/master/m4-orgxtract/</a></p><p><b>Disk Usage:</b>
 220K</p><p><b>categories</b>:
 <a href=https://htw-imi-showtime.github.io/preview/categories/external-stakeholder/>External Stakeholder</a>,
 <a href=https://htw-imi-showtime.github.io/preview/categories/>(alle ansehen)</a></p><small><pre><b>for data/schedule.toml:</b>
