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Collaborative Filtering Recommendation Algorithm Based on LDA2Vec Topic ModelLDA2Vec 항목 모델을 기반으로 한 협업 필터링 권장 알고리즘
- Other Titles
- LDA2Vec 항목 모델을 기반으로 한 협업 필터링 권장 알고리즘
- Authors
- Xin, Zhang; Lee, Scott Uk-Jin
- Issue Date
- Jul-2020
- Publisher
- 한국컴퓨터정보학회
- Keywords
- 협업 필터링(collaborative filtering); 추천 알고리즘(recommendation algorithm); LDA2Vec
- Citation
- 한국컴퓨터정보학회 하계학술대회 논문집, v.28, no.2, pp 385 - 386
- Pages
- 2
- Indexed
- OTHER
- Journal Title
- 한국컴퓨터정보학회 하계학술대회 논문집
- Volume
- 28
- Number
- 2
- Start Page
- 385
- End Page
- 386
- 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.
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Related Researcher
- Lee, Scott Uk Jin
- ERICA 소프트웨어융합대학 (ERICA 컴퓨터학부)