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Collaborative Filtering Recommendation Algorithm Based on LDA2Vec Topic Model
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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Xin, Zhang | - |
| dc.contributor.author | Lee, Scott Uk-Jin | - |
| dc.date.accessioned | 2021-06-22T06:01:09Z | - |
| dc.date.available | 2021-06-22T06:01:09Z | - |
| dc.date.issued | 2020-07 | - |
| dc.identifier.uri | https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/989 | - |
| dc.description.abstract | In this paper, we propose a collaborative filtering recommendation algorithm based on the LDA2Vec topic model. By extracting and analyzing the article’s content, calculate their semantic similarity then combine the traditional collaborative filtering algorithm to recommend. This approach may promote the system's recommend accuracy. | - |
| dc.format.extent | 2 | - |
| dc.language | 영어 | - |
| dc.language.iso | ENG | - |
| dc.publisher | 한국컴퓨터정보학회 | - |
| dc.title | Collaborative Filtering Recommendation Algorithm Based on LDA2Vec Topic Model | - |
| dc.title.alternative | LDA2Vec 항목 모델을 기반으로 한 협업 필터링 권장 알고리즘 | - |
| dc.type | Article | - |
| dc.publisher.location | 대한민국 | - |
| dc.identifier.bibliographicCitation | 한국컴퓨터정보학회 하계학술대회 논문집, v.28, no.2, pp 385 - 386 | - |
| dc.citation.title | 한국컴퓨터정보학회 하계학술대회 논문집 | - |
| dc.citation.volume | 28 | - |
| dc.citation.number | 2 | - |
| dc.citation.startPage | 385 | - |
| dc.citation.endPage | 386 | - |
| dc.description.isOpenAccess | N | - |
| dc.description.journalRegisteredClass | other | - |
| dc.subject.keywordAuthor | 협업 필터링(collaborative filtering) | - |
| dc.subject.keywordAuthor | 추천 알고리즘(recommendation algorithm) | - |
| dc.subject.keywordAuthor | LDA2Vec | - |
| dc.identifier.url | https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE09415049 | - |
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Related Researcher
- Lee, Scott Uk Jin
- ERICA 소프트웨어융합대학 (ERICA 컴퓨터학부)