Matches in SemOpenAlex for { <https://semopenalex.org/work/W4378228189> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4378228189 endingPage "360" @default.
- W4378228189 startingPage "348" @default.
- W4378228189 abstract "In this research, we develop a multi-criteria movie recommendation system that provides personalised recommendations by taking into consideration both user preferences and movie aspects. To get over each method's specific drawbacks, the suggested system takes a hybrid approach that combines collaborative filtering with content-based techniques. The system uses collaborative filtering to capture user preferences based on historical ratings, while content-based methods analyze movie features such as genre, director, actors, and keywords to enhance the recommendation process. Additionally, we integrate various external data sources like movie reviews, social media sentiment, and box office performance to enrich the movie feature set. The system employs a weighted aggregation method to combine these criteria and generate a comprehensive recommendation score. The effectiveness of the proposed system is evaluated utilizing standard metrics including recall, precision, and F1-score on a publicly available dataset. The results demonstrate that our multi-criteria recommendation system effectively captures user preferences and provides more accurate and diverse recommendations compared to traditional single-criterion approaches." @default.
- W4378228189 created "2023-05-26" @default.
- W4378228189 creator A5003704293 @default.
- W4378228189 date "2021-01-31" @default.
- W4378228189 modified "2023-09-25" @default.
- W4378228189 title "A Multi-Criteria Movie Recommendation System based on User Preferences and Movie Features" @default.
- W4378228189 doi "https://doi.org/10.17762/msea.v70i1.2317" @default.
- W4378228189 hasPublicationYear "2021" @default.
- W4378228189 type Work @default.
- W4378228189 citedByCount "0" @default.
- W4378228189 crossrefType "journal-article" @default.
- W4378228189 hasAuthorship W4378228189A5003704293 @default.
- W4378228189 hasBestOaLocation W43782281891 @default.
- W4378228189 hasConcept C100660578 @default.
- W4378228189 hasConcept C111919701 @default.
- W4378228189 hasConcept C124101348 @default.
- W4378228189 hasConcept C136764020 @default.
- W4378228189 hasConcept C138885662 @default.
- W4378228189 hasConcept C177264268 @default.
- W4378228189 hasConcept C199360897 @default.
- W4378228189 hasConcept C21569690 @default.
- W4378228189 hasConcept C23123220 @default.
- W4378228189 hasConcept C2776401178 @default.
- W4378228189 hasConcept C41008148 @default.
- W4378228189 hasConcept C41895202 @default.
- W4378228189 hasConcept C518677369 @default.
- W4378228189 hasConcept C557471498 @default.
- W4378228189 hasConcept C81669768 @default.
- W4378228189 hasConcept C98045186 @default.
- W4378228189 hasConceptScore W4378228189C100660578 @default.
- W4378228189 hasConceptScore W4378228189C111919701 @default.
- W4378228189 hasConceptScore W4378228189C124101348 @default.
- W4378228189 hasConceptScore W4378228189C136764020 @default.
- W4378228189 hasConceptScore W4378228189C138885662 @default.
- W4378228189 hasConceptScore W4378228189C177264268 @default.
- W4378228189 hasConceptScore W4378228189C199360897 @default.
- W4378228189 hasConceptScore W4378228189C21569690 @default.
- W4378228189 hasConceptScore W4378228189C23123220 @default.
- W4378228189 hasConceptScore W4378228189C2776401178 @default.
- W4378228189 hasConceptScore W4378228189C41008148 @default.
- W4378228189 hasConceptScore W4378228189C41895202 @default.
- W4378228189 hasConceptScore W4378228189C518677369 @default.
- W4378228189 hasConceptScore W4378228189C557471498 @default.
- W4378228189 hasConceptScore W4378228189C81669768 @default.
- W4378228189 hasConceptScore W4378228189C98045186 @default.
- W4378228189 hasIssue "1" @default.
- W4378228189 hasLocation W43782281891 @default.
- W4378228189 hasOpenAccess W4378228189 @default.
- W4378228189 hasPrimaryLocation W43782281891 @default.
- W4378228189 hasRelatedWork W100026645 @default.
- W4378228189 hasRelatedWork W2311446356 @default.
- W4378228189 hasRelatedWork W2349732600 @default.
- W4378228189 hasRelatedWork W2376656415 @default.
- W4378228189 hasRelatedWork W2782230740 @default.
- W4378228189 hasRelatedWork W2948982940 @default.
- W4378228189 hasRelatedWork W3161984515 @default.
- W4378228189 hasRelatedWork W3185841886 @default.
- W4378228189 hasRelatedWork W4323021640 @default.
- W4378228189 hasRelatedWork W2401014591 @default.
- W4378228189 hasVolume "70" @default.
- W4378228189 isParatext "false" @default.
- W4378228189 isRetracted "false" @default.
- W4378228189 workType "article" @default.