FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1594881282> ?p ?o ?g. }

• W1594881282 abstract "The intensive information overload incurred by the growing interest in the Internet as a medium to conduct business has stimulated the adoption of recommender systems. However, scalability still remains an obstacle to applying recommender mechanism for large-scale web-based systems where thousands of items and transactions are readily available. To deal with this issue, data mining techniques have been applied to reduce the dimensions of candidate sets. In this chapter in the context of movie recommendations, we study a different kind of technique to scale down candidate sets by considering the temporal feature of items. In particular, we argue that movies' production year can be regarded as a “temporal context” to which the value (thus the rating) of the movie can be attached; and thus might significantly affect target users' future preferences. We call it the temporal effects of the items on the performance of the recommender systems. We perform some experiments on the MovieLens data sets. The results show that the temporal feature of items can not only be exploited to scale down the candidate sets, but also increase the accuracy of the recommender systems." @default.
• W1594881282 created "2016-06-24" @default.
• W1594881282 creator A5010366451 @default.
• W1594881282 creator A5091608695 @default.
• W1594881282 creator A5016778129 @default.
• W1594881282 date "2005-01-01" @default.
• W1594881282 modified "2023-10-18" @default.
• W1594881282 title "Scaling Down Candidate Sets Based on the Temporal Feature of Items for Improved Hybrid Recommendations" @default.
• W1594881282 cites W1530397044 @default.
• W1594881282 cites W1557634037 @default.
• W1594881282 cites W1596212882 @default.
• W1594881282 cites W1832221731 @default.
• W1594881282 cites W1881168306 @default.
• W1594881282 cites W1971040550 @default.
• W1594881282 cites W1990748933 @default.
• W1594881282 cites W1996283866 @default.
• W1594881282 cites W1999047234 @default.
• W1594881282 cites W2028036481 @default.
• W1594881282 cites W2028138297 @default.
• W1594881282 cites W2030144199 @default.
• W1594881282 cites W2042281163 @default.
• W1594881282 cites W2043403353 @default.
• W1594881282 cites W2089566520 @default.
• W1594881282 cites W2090360459 @default.
• W1594881282 cites W2118668678 @default.
• W1594881282 cites W2124591829 @default.
• W1594881282 cites W2155106456 @default.
• W1594881282 cites W2158515176 @default.
• W1594881282 cites W4232980324 @default.
• W1594881282 doi "https://doi.org/10.1007/11577935_9" @default.
• W1594881282 hasPublicationYear "2005" @default.
• W1594881282 type Work @default.
• W1594881282 sameAs 1594881282 @default.
• W1594881282 citedByCount "13" @default.
• W1594881282 countsByYear W15948812822012 @default.
• W1594881282 countsByYear W15948812822014 @default.
• W1594881282 countsByYear W15948812822015 @default.
• W1594881282 countsByYear W15948812822016 @default.
• W1594881282 countsByYear W15948812822018 @default.
• W1594881282 crossrefType "book-chapter" @default.
• W1594881282 hasAuthorship W1594881282A5010366451 @default.
• W1594881282 hasAuthorship W1594881282A5016778129 @default.
• W1594881282 hasAuthorship W1594881282A5091608695 @default.
• W1594881282 hasConcept C110875604 @default.
• W1594881282 hasConcept C119857082 @default.
• W1594881282 hasConcept C121332964 @default.
• W1594881282 hasConcept C124101348 @default.
• W1594881282 hasConcept C136764020 @default.
• W1594881282 hasConcept C138885662 @default.
• W1594881282 hasConcept C151730666 @default.
• W1594881282 hasConcept C154945302 @default.
• W1594881282 hasConcept C186625053 @default.
• W1594881282 hasConcept C21569690 @default.
• W1594881282 hasConcept C23123220 @default.
• W1594881282 hasConcept C2776156558 @default.
• W1594881282 hasConcept C2776401178 @default.
• W1594881282 hasConcept C2778755073 @default.
• W1594881282 hasConcept C2779343474 @default.
• W1594881282 hasConcept C41008148 @default.
• W1594881282 hasConcept C41895202 @default.
• W1594881282 hasConcept C48044578 @default.
• W1594881282 hasConcept C557471498 @default.
• W1594881282 hasConcept C62520636 @default.
• W1594881282 hasConcept C77088390 @default.
• W1594881282 hasConcept C86803240 @default.
• W1594881282 hasConceptScore W1594881282C110875604 @default.
• W1594881282 hasConceptScore W1594881282C119857082 @default.
• W1594881282 hasConceptScore W1594881282C121332964 @default.
• W1594881282 hasConceptScore W1594881282C124101348 @default.
• W1594881282 hasConceptScore W1594881282C136764020 @default.
• W1594881282 hasConceptScore W1594881282C138885662 @default.
• W1594881282 hasConceptScore W1594881282C151730666 @default.
• W1594881282 hasConceptScore W1594881282C154945302 @default.
• W1594881282 hasConceptScore W1594881282C186625053 @default.
• W1594881282 hasConceptScore W1594881282C21569690 @default.
• W1594881282 hasConceptScore W1594881282C23123220 @default.
• W1594881282 hasConceptScore W1594881282C2776156558 @default.
• W1594881282 hasConceptScore W1594881282C2776401178 @default.
• W1594881282 hasConceptScore W1594881282C2778755073 @default.
• W1594881282 hasConceptScore W1594881282C2779343474 @default.
• W1594881282 hasConceptScore W1594881282C41008148 @default.
• W1594881282 hasConceptScore W1594881282C41895202 @default.
• W1594881282 hasConceptScore W1594881282C48044578 @default.
• W1594881282 hasConceptScore W1594881282C557471498 @default.
• W1594881282 hasConceptScore W1594881282C62520636 @default.
• W1594881282 hasConceptScore W1594881282C77088390 @default.
• W1594881282 hasConceptScore W1594881282C86803240 @default.
• W1594881282 hasLocation W15948812821 @default.
• W1594881282 hasOpenAccess W1594881282 @default.
• W1594881282 hasPrimaryLocation W15948812821 @default.
• W1594881282 hasRelatedWork W1972370106 @default.
• W1594881282 hasRelatedWork W2015538044 @default.
• W1594881282 hasRelatedWork W2036586713 @default.
• W1594881282 hasRelatedWork W2052253960 @default.
• W1594881282 hasRelatedWork W2147802381 @default.
• W1594881282 hasRelatedWork W2382607599 @default.
• W1594881282 hasRelatedWork W2489255581 @default.
• W1594881282 hasRelatedWork W2970216048 @default.
• W1594881282 hasRelatedWork W3197541072 @default.
• W1594881282 hasRelatedWork W2480412556 @default.

• next