Matches in SemOpenAlex for { <https://semopenalex.org/work/W3022271668> ?p ?o ?g. }
Showing items 1 to 59 of
59
with 100 items per page.
- W3022271668 abstract "Movie recommendation system is one of the top research areas, currently. Due to the impact of high internet speeds, multimedia has become one of the best entertainments. Recommendation system has its applications like movie recommendations, course recommendations, e-commerce etc.. Movie recommendation system scope is not limited to entertainment, but also in information sharing. Movie recommendation systems suffer from problems like Cold-start problem, Sparsity, Long-tail problem, Grey sheep problem etc.. Some of these problems can be solved or at least be minimized if we take the right decisions on what kind of movies to ignore, what movies to consider. This paper examines the recommendations that are obtained with and without considering the movies that have never got an above-average rating, where average rating is defined here as the mid-value between 0 and maximum rating used, for example, 2.5 in 1 to 5 rating scale. The technique used is “collaborative filtering” and the similarity measure used is the “Pearson correlation coefficient”. Dataset considered is Movie-Lens-100k. This experiment result shows that low rated movies are not significant in finding the movie predictions. So it’s suggestable to ignore them while calculating movie predictions." @default.
- W3022271668 created "2020-05-13" @default.
- W3022271668 creator A5002474708 @default.
- W3022271668 creator A5002616766 @default.
- W3022271668 creator A5035694308 @default.
- W3022271668 date "2020-02-01" @default.
- W3022271668 modified "2023-10-16" @default.
- W3022271668 title "Analysis of Movie Recommendation Systems; with and without considering the low rated movies" @default.
- W3022271668 cites W1575318294 @default.
- W3022271668 cites W1897042217 @default.
- W3022271668 cites W1990550419 @default.
- W3022271668 cites W2055257854 @default.
- W3022271668 cites W2188572693 @default.
- W3022271668 cites W2806888275 @default.
- W3022271668 cites W2886329066 @default.
- W3022271668 cites W2887332304 @default.
- W3022271668 cites W2890613915 @default.
- W3022271668 cites W2907454463 @default.
- W3022271668 cites W2921547675 @default.
- W3022271668 cites W2943460145 @default.
- W3022271668 cites W2945919178 @default.
- W3022271668 doi "https://doi.org/10.1109/ic-etite47903.2020.453" @default.
- W3022271668 hasPublicationYear "2020" @default.
- W3022271668 type Work @default.
- W3022271668 sameAs 3022271668 @default.
- W3022271668 citedByCount "11" @default.
- W3022271668 countsByYear W30222716682021 @default.
- W3022271668 countsByYear W30222716682023 @default.
- W3022271668 crossrefType "proceedings-article" @default.
- W3022271668 hasAuthorship W3022271668A5002474708 @default.
- W3022271668 hasAuthorship W3022271668A5002616766 @default.
- W3022271668 hasAuthorship W3022271668A5035694308 @default.
- W3022271668 hasConcept C136764020 @default.
- W3022271668 hasConcept C23123220 @default.
- W3022271668 hasConcept C41008148 @default.
- W3022271668 hasConcept C49774154 @default.
- W3022271668 hasConcept C557471498 @default.
- W3022271668 hasConceptScore W3022271668C136764020 @default.
- W3022271668 hasConceptScore W3022271668C23123220 @default.
- W3022271668 hasConceptScore W3022271668C41008148 @default.
- W3022271668 hasConceptScore W3022271668C49774154 @default.
- W3022271668 hasConceptScore W3022271668C557471498 @default.
- W3022271668 hasLocation W30222716681 @default.
- W3022271668 hasOpenAccess W3022271668 @default.
- W3022271668 hasPrimaryLocation W30222716681 @default.
- W3022271668 hasRelatedWork W1603090535 @default.
- W3022271668 hasRelatedWork W2036147130 @default.
- W3022271668 hasRelatedWork W2117346966 @default.
- W3022271668 hasRelatedWork W2348159088 @default.
- W3022271668 hasRelatedWork W2369936857 @default.
- W3022271668 hasRelatedWork W2748952813 @default.
- W3022271668 hasRelatedWork W2809363009 @default.
- W3022271668 hasRelatedWork W2883909875 @default.
- W3022271668 hasRelatedWork W2895056152 @default.
- W3022271668 hasRelatedWork W2968745142 @default.
- W3022271668 isParatext "false" @default.
- W3022271668 isRetracted "false" @default.
- W3022271668 magId "3022271668" @default.
- W3022271668 workType "article" @default.