FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2111778013> ?p ?o ?g. }

• W2111778013 endingPage "17" @default.
• W2111778013 startingPage "1" @default.
• W2111778013 abstract "It seems reasonable to think that there may be some items and some users in a recommender system that could be highly significant in making recommendations. For instance, the recent and much-advertised Apple product may be regarded as more significant compared with an outdated MP3 device (which is still on sale). In this paper, we introduce a new method to improve the information used in collaborative filtering processes by weighting the ratings of the items according to their importance. We provide here a formalisation of the collaborative filtering process based on the concept of significance. In this way, the k-neighbours are calculated taking into account the ratings of the items, the significance of the items and the significance of each user for making recommendations to other users. This formalisation includes extensions of the concepts related to similarity measures and prediction/recommendation quality measures. We will show also the results obtained from a set of experiments using Movielens and Netflix. The results confirm the advantage of introducing the concept of significance in general recommender systems and especially in recommender systems in which it is easy to determine the relative importance of the items: for example, most widely sold products in e-commerce, most widely commented news items in web-news, most widely watched programs on TV, and the latest sports champions." @default.
• W2111778013 created "2016-06-24" @default.
• W2111778013 creator A5013140307 @default.
• W2111778013 creator A5044589432 @default.
• W2111778013 creator A5068658615 @default.
• W2111778013 creator A5078351449 @default.
• W2111778013 date "2012-02-01" @default.
• W2111778013 modified "2023-10-16" @default.
• W2111778013 title "Collaborative filtering based on significances" @default.
• W2111778013 cites W1488971269 @default.
• W2111778013 cites W1589148151 @default.
• W2111778013 cites W1590924268 @default.
• W2111778013 cites W1971040550 @default.
• W2111778013 cites W1978044639 @default.
• W2111778013 cites W1979117702 @default.
• W2111778013 cites W2023893046 @default.
• W2111778013 cites W2027361448 @default.
• W2111778013 cites W2031206357 @default.
• W2111778013 cites W2038368136 @default.
• W2111778013 cites W2039353303 @default.
• W2111778013 cites W2042228598 @default.
• W2111778013 cites W2048672094 @default.
• W2111778013 cites W2050248182 @default.
• W2111778013 cites W2050346719 @default.
• W2111778013 cites W2065357870 @default.
• W2111778013 cites W2066330346 @default.
• W2111778013 cites W2080320419 @default.
• W2111778013 cites W2083970309 @default.
• W2111778013 cites W2089590247 @default.
• W2111778013 cites W2091067437 @default.
• W2111778013 cites W2117354486 @default.
• W2111778013 cites W2127300005 @default.
• W2111778013 cites W2135634331 @default.
• W2111778013 cites W2149808604 @default.
• W2111778013 cites W2154357023 @default.
• W2111778013 cites W2168525982 @default.
• W2111778013 cites W2171960770 @default.
• W2111778013 cites W4232980324 @default.
• W2111778013 doi "https://doi.org/10.1016/j.ins.2011.09.014" @default.
• W2111778013 hasPublicationYear "2012" @default.
• W2111778013 type Work @default.
• W2111778013 sameAs 2111778013 @default.
• W2111778013 citedByCount "109" @default.
• W2111778013 countsByYear W21117780132012 @default.
• W2111778013 countsByYear W21117780132013 @default.
• W2111778013 countsByYear W21117780132014 @default.
• W2111778013 countsByYear W21117780132015 @default.
• W2111778013 countsByYear W21117780132016 @default.
• W2111778013 countsByYear W21117780132017 @default.
• W2111778013 countsByYear W21117780132018 @default.
• W2111778013 countsByYear W21117780132019 @default.
• W2111778013 countsByYear W21117780132020 @default.
• W2111778013 countsByYear W21117780132021 @default.
• W2111778013 countsByYear W21117780132022 @default.
• W2111778013 countsByYear W21117780132023 @default.
• W2111778013 crossrefType "journal-article" @default.
• W2111778013 hasAuthorship W2111778013A5013140307 @default.
• W2111778013 hasAuthorship W2111778013A5044589432 @default.
• W2111778013 hasAuthorship W2111778013A5068658615 @default.
• W2111778013 hasAuthorship W2111778013A5078351449 @default.
• W2111778013 hasConcept C103278499 @default.
• W2111778013 hasConcept C111472728 @default.
• W2111778013 hasConcept C111919701 @default.
• W2111778013 hasConcept C115961682 @default.
• W2111778013 hasConcept C126838900 @default.
• W2111778013 hasConcept C138885662 @default.
• W2111778013 hasConcept C154945302 @default.
• W2111778013 hasConcept C177264268 @default.
• W2111778013 hasConcept C183115368 @default.
• W2111778013 hasConcept C199360897 @default.
• W2111778013 hasConcept C21569690 @default.
• W2111778013 hasConcept C23123220 @default.
• W2111778013 hasConcept C2524010 @default.
• W2111778013 hasConcept C2776156558 @default.
• W2111778013 hasConcept C2779530757 @default.
• W2111778013 hasConcept C33923547 @default.
• W2111778013 hasConcept C41008148 @default.
• W2111778013 hasConcept C557471498 @default.
• W2111778013 hasConcept C71924100 @default.
• W2111778013 hasConcept C90673727 @default.
• W2111778013 hasConcept C98045186 @default.
• W2111778013 hasConceptScore W2111778013C103278499 @default.
• W2111778013 hasConceptScore W2111778013C111472728 @default.
• W2111778013 hasConceptScore W2111778013C111919701 @default.
• W2111778013 hasConceptScore W2111778013C115961682 @default.
• W2111778013 hasConceptScore W2111778013C126838900 @default.
• W2111778013 hasConceptScore W2111778013C138885662 @default.
• W2111778013 hasConceptScore W2111778013C154945302 @default.
• W2111778013 hasConceptScore W2111778013C177264268 @default.
• W2111778013 hasConceptScore W2111778013C183115368 @default.
• W2111778013 hasConceptScore W2111778013C199360897 @default.
• W2111778013 hasConceptScore W2111778013C21569690 @default.
• W2111778013 hasConceptScore W2111778013C23123220 @default.
• W2111778013 hasConceptScore W2111778013C2524010 @default.
• W2111778013 hasConceptScore W2111778013C2776156558 @default.
• W2111778013 hasConceptScore W2111778013C2779530757 @default.
• W2111778013 hasConceptScore W2111778013C33923547 @default.
• W2111778013 hasConceptScore W2111778013C41008148 @default.

• next