개인의 영화 평점 예측을 위한 향상된 협력적 필터링 방법 연구 =Enhanced collaborative filtering for rating prediction on movies
Management No. TKC03252
- Physical/Digital
- 아날로그
- Media Type
- 논문
- Subject
- 연구기술
Basic Information
- Title
- 개인의 영화 평점 예측을 위한 향상된 협력적 필터링 방법 연구 =Enhanced collaborative filtering for rating prediction on movies
- Subtitle
- -
- Parallel Title
- -
- Country
- 국내
- Production Date
- 2009-**-**
- Language
- 영어
- Size (mm)
- -
- Pages
- 62
- ISBN/ISSN
- -
- Edition
- -
- Master Files
- -
- Producer
- 허민회 (한국과학기술원 문화기술 석사 논문 저자)
- Description
- (논문요약)[영문초록] In this paper, we raised the problems that previous rating system had and established hypothetical problems that caused poor accuracy. And we made filtering algorithm for rating system to overcome existing problems by considering enhanced collaborative filtering after we examine related works briefly.
Contents
1. Introduction = 1 1.1 Research Motivation = 1 1.2 Features of rating = 5 1.3 Research Purpose = 10 1.4 Organization = 11 2.Related Works = 13 2.1 Collaborative Filtering = 13 2.2 Mixed Filtering = 15 2.3 Other Filtering Methods Proposed = 16 3.Data = 20 3.1 Dataset = 20 3.2 Data Collection = 22 4.Filtering Model Proposed = 24 4.1 Basic Algorithms for the Proposed Model = 24 4.1.1 Computing similarity = 24 4.1.2 Predicting the preference of user = 28 4.2 Proposed Concept = 30 4.3 Enhanced Collaborative Filtering Algorithm = 33 5.Results = 41 5.1 Metrics = 41 5.2 Experimental Results = 43 6.Conclusion = 53 6.1 Discussion = 53 6.2 Future Wokrs = 54 Korean Summary = 56 부록 = 57 참고문헌 = 61
Holdings Information 1
TKC03252_01
- Source
- 국회도서관
- Acquisition Method
- 기증
- Acquisition Date
- 2010-02-25
- Group Information
- -
- Access
- On-site Access
- Copy/Rental
- -
- Storage Location
- 영상도서관(상암)
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