Matches in SemOpenAlex for { <https://semopenalex.org/work/W3612418> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W3612418 endingPage "602" @default.
- W3612418 startingPage "597" @default.
- W3612418 abstract "Popular E-commerce systems such as Amazon and eBay require customer personal data to be stored on their servers for serving these customers with personalized recommendations. Collaborative filtering is one of the most successful technologies for building personalized recommender systems, and is extensively used in many personalized E-commerce systems. However, existing collaborative filtering algorithms have been suffering from data sparsity and scalability problems which lead to inaccuracy of recommendation. With the increase of customers and commodities, the customer rating data is extremely sparse, which leads to the low efficient collaborative filtering E-commerce recommendation system. To address these issues, many approaches of processing no-rated items in collaborative filtering recommendation algorithm have been proposed. In order to improve the quality of the personalized collaborative filtering recommendation, an item-based collaborative filtering approach employing folksonomy method is given. The approach uses the folksonomy technology to fill the no-rated items in the collaborative filtering recommendation algorithm.Keywordscollaborative filteringpersonalized recommendationfolksonomysparsity" @default.
- W3612418 created "2016-06-24" @default.
- W3612418 creator A5041057598 @default.
- W3612418 date "2012-01-01" @default.
- W3612418 modified "2023-09-23" @default.
- W3612418 title "Improving the Quality of the Personalized Collaborative Filtering Recommendation Approach Employing Folksonomy Method" @default.
- W3612418 cites W1963986046 @default.
- W3612418 cites W1983319117 @default.
- W3612418 cites W2006552647 @default.
- W3612418 cites W2039759410 @default.
- W3612418 cites W2042004493 @default.
- W3612418 cites W2132489467 @default.
- W3612418 cites W2136605911 @default.
- W3612418 cites W2321958129 @default.
- W3612418 doi "https://doi.org/10.1007/978-3-642-28658-2_93" @default.
- W3612418 hasPublicationYear "2012" @default.
- W3612418 type Work @default.
- W3612418 sameAs 3612418 @default.
- W3612418 citedByCount "0" @default.
- W3612418 crossrefType "book-chapter" @default.
- W3612418 hasAuthorship W3612418A5041057598 @default.
- W3612418 hasConcept C111472728 @default.
- W3612418 hasConcept C136764020 @default.
- W3612418 hasConcept C138885662 @default.
- W3612418 hasConcept C21569690 @default.
- W3612418 hasConcept C23123220 @default.
- W3612418 hasConcept C2778431730 @default.
- W3612418 hasConcept C2779530757 @default.
- W3612418 hasConcept C41008148 @default.
- W3612418 hasConcept C48044578 @default.
- W3612418 hasConcept C557471498 @default.
- W3612418 hasConcept C77088390 @default.
- W3612418 hasConceptScore W3612418C111472728 @default.
- W3612418 hasConceptScore W3612418C136764020 @default.
- W3612418 hasConceptScore W3612418C138885662 @default.
- W3612418 hasConceptScore W3612418C21569690 @default.
- W3612418 hasConceptScore W3612418C23123220 @default.
- W3612418 hasConceptScore W3612418C2778431730 @default.
- W3612418 hasConceptScore W3612418C2779530757 @default.
- W3612418 hasConceptScore W3612418C41008148 @default.
- W3612418 hasConceptScore W3612418C48044578 @default.
- W3612418 hasConceptScore W3612418C557471498 @default.
- W3612418 hasConceptScore W3612418C77088390 @default.
- W3612418 hasLocation W36124181 @default.
- W3612418 hasOpenAccess W3612418 @default.
- W3612418 hasPrimaryLocation W36124181 @default.
- W3612418 hasRelatedWork W1497071005 @default.
- W3612418 hasRelatedWork W1773619406 @default.
- W3612418 hasRelatedWork W2098758514 @default.
- W3612418 hasRelatedWork W2348159088 @default.
- W3612418 hasRelatedWork W2358003971 @default.
- W3612418 hasRelatedWork W2402445420 @default.
- W3612418 hasRelatedWork W2912596187 @default.
- W3612418 hasRelatedWork W3128140723 @default.
- W3612418 hasRelatedWork W3612418 @default.
- W3612418 hasRelatedWork W87107809 @default.
- W3612418 isParatext "false" @default.
- W3612418 isRetracted "false" @default.
- W3612418 magId "3612418" @default.
- W3612418 workType "book-chapter" @default.