A collaborative recommender system: Lexicographic consensus and web usage mining approach
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lee, S.K. | - |
dc.contributor.author | Kim, Y.-G. | - |
dc.contributor.author | Lee, D.-G. | - |
dc.date.accessioned | 2021-09-06T09:57:37Z | - |
dc.date.available | 2021-09-06T09:57:37Z | - |
dc.date.created | 2021-06-17 | - |
dc.date.issued | 2013 | - |
dc.identifier.issn | 1343-4500 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/105964 | - |
dc.description.abstract | Collaborative filtering (CF) is one of the most successful and widely used methods of automated product recommendation domain. For today's large e-commerce sites, it is more recommended to use implicit ratings for constructing the customer profile. It relaxes the burden of preference specification imposed on customers. In this paper, we propose a new CF-based recommendation methodology that constructs an ordinal scale-based customer profile under the implicit ratings condition. An experiment with the Web transaction data from a real online shopping mall shows that the proposed method performs better than existing CF methodologies. © 2013 International Information Institute. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | International Information Institute Ltd. | - |
dc.title | A collaborative recommender system: Lexicographic consensus and web usage mining approach | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Lee, D.-G. | - |
dc.identifier.scopusid | 2-s2.0-84886397486 | - |
dc.identifier.bibliographicCitation | Information (Japan), v.16, no.7 A, pp.4833 - 4840 | - |
dc.relation.isPartOf | Information (Japan) | - |
dc.citation.title | Information (Japan) | - |
dc.citation.volume | 16 | - |
dc.citation.number | 7 A | - |
dc.citation.startPage | 4833 | - |
dc.citation.endPage | 4840 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.subject.keywordAuthor | Collaborative filtering | - |
dc.subject.keywordAuthor | Lexicographic consensus | - |
dc.subject.keywordAuthor | Recommender system | - |
dc.subject.keywordAuthor | Web usage mining | - |
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