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main.toc
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main.toc
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\select@language {polish}
\select@language {polish}
\select@language {polish}
\select@language {english}
\select@language {polish}
\select@language {english}
\select@language {polish}
\contentsline {chapter}{Rozdzia\l \ 1\relax .\kern .5em Wst\IeC {\k e}p}{1}{section*.1}
\contentsline {chapter}{Rozdzia\l \ 2\relax .\kern .5em Przegl\IeC {\k a}d istniej\IeC {\k a}cych rozwi\IeC {\k a}za\IeC {\'n}}{3}{section*.2}
\contentsline {subsection}{\numberline {2.0.1\relax .\kern .5em }Rekomendacja muzyki}{3}{subsection.2.0.1}
\contentsline {subsection}{\numberline {2.0.2\relax .\kern .5em }Rekomendacja film\IeC {\'o}w}{3}{subsection.2.0.2}
\contentsline {subsection}{\numberline {2.0.3\relax .\kern .5em }Platformy typu e-commerce}{4}{subsection.2.0.3}
\contentsline {section}{\numberline {2.1\relax .\kern .5em }Techniki rekomendacji}{4}{section.2.1}
\contentsline {section}{\numberline {2.2\relax .\kern .5em }Filtrowanie kolaboratywne}{5}{section.2.2}
\contentsline {subsection}{\numberline {2.2.1\relax .\kern .5em }Zalety filtrowania kolaboratywnego}{6}{subsection.2.2.1}
\contentsline {subsection}{\numberline {2.2.2\relax .\kern .5em }Wady filtrowania kolaboratywnego}{6}{subsection.2.2.2}
\contentsline {subsection}{\numberline {2.2.3\relax .\kern .5em }Algorytmy filtrowania kolaboratywnego}{7}{subsection.2.2.3}
\contentsline {section}{\numberline {2.3\relax .\kern .5em }Filtrowanie z~analiz\IeC {\k a} zawarto\IeC {\'s}ci}{13}{section.2.3}
\contentsline {subsection}{\numberline {2.3.1\relax .\kern .5em }Zalety filtrowania z~analiz\IeC {\k a} zawarto\IeC {\'s}ci}{13}{subsection.2.3.1}
\contentsline {subsection}{\numberline {2.3.2\relax .\kern .5em }Wady filtrowania z~analiz\IeC {\k a} zawarto\IeC {\'s}ci}{13}{subsection.2.3.2}
\contentsline {subsection}{\numberline {2.3.3\relax .\kern .5em }Metody tworzenia profilu u\IeC {\.z}ytkownika}{13}{subsection.2.3.3}
\contentsline {subsection}{\numberline {2.3.4\relax .\kern .5em }Algorytmy wykorzystywane w~implementacji filtrowania z~analiz\IeC {\k a} zawarto\IeC {\'s}ci}{14}{subsection.2.3.4}
\contentsline {section}{\numberline {2.4\relax .\kern .5em }Algorytmy hybrydowe}{17}{section.2.4}
\contentsline {chapter}{Rozdzia\l \ 3\relax .\kern .5em Algorytmy}{19}{section*.21}
\contentsline {section}{\numberline {3.1\relax .\kern .5em }Model systemu}{19}{section.3.1}
\contentsline {section}{\numberline {3.2\relax .\kern .5em }Propozycja algorytmu filtrowania z~analiz\IeC {\k a} zawarto\IeC {\'s}ci}{20}{section.3.2}
\contentsline {subsection}{\numberline {3.2.1\relax .\kern .5em }Struktura perceptron\IeC {\'o}w i~funkcja aktywacji}{21}{subsection.3.2.1}
\contentsline {subsection}{\numberline {3.2.2\relax .\kern .5em }Struktura sieci i~przebieg algorytmu}{22}{subsection.3.2.2}
\contentsline {subsection}{\numberline {3.2.3\relax .\kern .5em }Uczenie sieci neuronowej}{23}{subsection.3.2.3}
\contentsline {section}{\numberline {3.3\relax .\kern .5em }Propozycja nowych algorytm\IeC {\'o}w hybrydowych}{24}{section.3.3}
\contentsline {subsection}{\numberline {3.3.1\relax .\kern .5em }Zalety zaproponowanych metod}{25}{subsection.3.3.1}
\contentsline {subsection}{\numberline {3.3.2\relax .\kern .5em }Wady zaproponowanych metod}{26}{subsection.3.3.2}
\contentsline {chapter}{Rozdzia\l \ 4\relax .\kern .5em Badania eksperymentalne}{27}{section*.30}
\contentsline {section}{\numberline {4.1\relax .\kern .5em }Opis metody badawczej}{27}{section.4.1}
\contentsline {subsection}{\numberline {4.1.1\relax .\kern .5em }Miara oceny}{28}{subsection.4.1.1}
\contentsline {subsection}{\numberline {4.1.2\relax .\kern .5em }Zbiory danych}{29}{subsection.4.1.2}
\contentsline {section}{\numberline {4.2\relax .\kern .5em }\IeC {\'S}rodowisko symulacyjne}{30}{section.4.2}
\contentsline {subsection}{\numberline {4.2.1\relax .\kern .5em }Oprogramowanie}{30}{subsection.4.2.1}
\contentsline {subsection}{\numberline {4.2.2\relax .\kern .5em }Sprz\IeC {\k e}t}{32}{subsection.4.2.2}
\contentsline {section}{\numberline {4.3\relax .\kern .5em }Eksperymentalne dopasowanie parametr\IeC {\'o}w sieci neuronowej}{32}{section.4.3}
\contentsline {subsection}{\numberline {4.3.1\relax .\kern .5em }Strojenie sieci dla bazy MovieLens}{32}{subsection.4.3.1}
\contentsline {subsection}{\numberline {4.3.2\relax .\kern .5em }Strojenie sieci dla bazy AmazonMeta}{39}{subsection.4.3.2}
\contentsline {section}{\numberline {4.4\relax .\kern .5em }Eksperymentalne por\IeC {\'o}wnanie zaproponowanych algorytm\IeC {\'o}w hybrydowych z~filtrowaniem z~analiz\IeC {\k a} zawarto\IeC {\'s}ci i~filtrowaniem kolaboratywnym}{42}{section.4.4}
\contentsline {subsection}{\numberline {4.4.1\relax .\kern .5em }Badania na bazie MovieLens}{45}{subsection.4.4.1}
\contentsline {subsection}{\numberline {4.4.2\relax .\kern .5em }Badania na bazie AmazonMeta}{55}{subsection.4.4.2}
\contentsline {subsection}{\numberline {4.4.3\relax .\kern .5em }Podsumowanie}{62}{subsection.4.4.3}
\contentsline {chapter}{Rozdzia\l \ 5\relax .\kern .5em Wnioski}{65}{section*.93}
\contentsline {chapter}{Bibliografia}{67}{section*.95}