20.500.12556/RUL-103532 Identifikacija in analiza oglasnih člankov Discovery and analysis of advertisements from textual data Za diplomsko nalogo sem ustvaril program, ki prepoznava ali je spletni članek oglas ali pravi članek in tudi analiziral rezultate, ki jih je program dal. Analiziral sem, zakaj program določene članke označi kot prave članke ali oglase, zakaj nekatere članke narobe označi in kaj najbolj vpliva na njegovo delovanje. Zanimalo me je predvsem, kako ločiti navadne članke od oglasov. Program sem ustvaril v programskem jeziku python. Uporabil sem knjižnice selenium, pyqt, sklearn in podobne. Dosegel sem kar dobro in uspešno delovanje programa glede na moje cilje ter odkril mnogo zanimivega glede oglasov in novic. For my thesis i made a program, that recognizes if a web article is a pai advertisement or if it is a real news article and also analized the results that were made by the program. I analized why articles are classified the way they are, why are some articles misclassified and what things affect how program is recognizing articles. I was especially interested in a way to separate news articles and advertisements. The program was made in Python programming language. I used libraries such as: pyqt, sklearn and similar. I was quite successful in making the program work the way i wanted and i also found out many interesting things about articles and advertisements. strojno učenje oglasi oglaševanje SVM Naivni Bayes SGD TF-IDF machine learning paid articles advertisement SVM Naive Bayes SGD TF-IDF true false false Slovenski jezik Angleški jezik Diplomsko delo/naloga 2018-09-19 09:40:55 2018-09-19 09:40:55 2022-08-16 03:42:41 0000-00-00 00:00:00 2018 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 1970-01-01 22189 Piculin_Kristjan_-_Identifikacija_in_analiza_oglasnih_clankov.pdf Piculin_Kristjan_-_Identifikacija_in_analiza_oglasnih_clankov.pdf 1 B97AFC430B029E97E04322F449B131A6 9f0d897a964b8ac4f9594b47deb515040f135602018a901e8a1bab01326505dc d538a7ec-a1b5-11eb-a523-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=113972 Fakulteta za računalništvo in informatiko 0 0 0