1 |
김경재, 김병국, "데이터 마이닝을 이용한 인터넷 쇼핑몰 상품추천시스템," 한국지능정보시스템학회논문지, 제11권, 제1호, 2005, pp. 191-205
|
2 |
김용수, "비정형화된 속성의 학습을 통한 자동화된 내용 기반 필터링 기법의 개발," Journal of the Korean Data Analysis Society, Vol. 8, No. 4, 2006, pp. 1615-1624
|
3 |
김종우, 배세진, 이홍주, "협업 필터링 기반 개인화 추천에서의 평가자료의 희소 정도의 영향," 경영정보학연구, Vol. 14, No. 2, 2004, pp. 131-149
|
4 |
김재경, 안도현, 조윤호, "Development of a Personalized Recommendation Procedure Based on Data Mining Techniques for Internet Shopping Malls," 한국지능정보시스템학회논문지, 제9권, 제3호, 2003, pp. 177-191
|
5 |
심장섭, "K-means 군집화와 순차 패턴 기법을 사용하는 VLDB 기반의 추천 시스템 설계," 충북대학교, 박사학위논문, 2005
|
6 |
Herlocker, J., J. Konstan, J. Riedl, "An Empirical Analysis of Design Choices in Neighborhood Based Collaborative Filtering Algorithms," Information Retrieval, Vol. 5, No. 4, 2002, pp. 287-310
DOI
ScienceOn
|
7 |
Lee, S.J., S.O. Kim, H.C. Lee, " A Study on the Interrelationship between the Pre- diction Error and the Rating's Pattern in Collaborative Filtering," Journal of the Korean Data & Information Science Society, Vol. 18, No. 3, 2007b, pp. 659-668
|
8 |
Shardanand, U. and P. Maes, "Social Information Filtering: Algorithms for Automating 'Word of Mouth'," In Proceedings of ACM CHI'95 Conference on Human Factors in Computing Systems, 1995, pp. 210-217
|
9 |
Adomavicius, G., A. Tuzhilin, "Toward the Next Generation of Recommender Sys- tems: A Survey of the State-of-the-Art and Possible Extensions," IEEE Transactions on Knowledge and DATA Engineering, Vol. 17, No. 6, 2005, pp. 734-749
DOI
ScienceOn
|
10 |
Claypool, M., A. Gokhale, T. Miranda, P. Murnikov, D. Netes and M. Sartin, "Combining content-based and collaborative filters in an online newspaper," In Proceedings of ACM SIGIR Workshop on Recommender Systems: Algori- thms and Evaluation, University of California, Berkeley, Aug. 1999
|
11 |
Kim, T.H. and S. B. Yang, "An Improved Neighbor Selection Algorithm in Collaborative Filtering," IEICE TRANS. INF. & SYST., Vol. E88-D, No. 5, 2005, pp. 1072-1076
DOI
|
12 |
Deshpande, M., G. Karypis, "Item-based top-N recommendation algorithms," ACM Transactions on Information Systems, Vol. 22, No. 1, 2004, pp. 143-177
DOI
ScienceOn
|
13 |
Hill, W.L., S.M. Rosenstein, G. Furnas, "Recommending and Evaluating Choices in A Virtual Community of use," In Pro- ceedings of the SIGCHI conference on Human factors in computing systems, 1995, pp. 194-201
|
14 |
이석준, 이희춘, "협업 필터링 추천에서 대응평균 알고리즘의 예측 성능에 관한 연구," Information Systems Review, 제9권, 제1호, 2007, pp. 85-103
과학기술학회마을
|
15 |
이석준, 김선옥, 이희춘, "협력적 필터링에서 평가치의 Run 특이자와 예측 정확도의 관계에 관한 연구," Journal of the Korean Data Society, Vol. 9, No. 4, 2007b, pp. 2043-2054
|
16 |
Burke, R., B. Mobasher, R. Bhaumik, C. Williams, "Segment-Based Injection Attacks against Collaborative Filtering Recommender Systems," In Proceedings of the Fifth IEEE International Conference on Data Mining, 2005, pp. 577-580
|
17 |
손재봉, 서용무, "협업 필터링 시스템에서 Degree of Match를 이용한 성능향상," Information Systems Review, 제8권, 제3호, 2006, pp. 139-154
과학기술학회마을
|
18 |
Sarwar, B.M., J. Konstan, A. Borchers, J. Herlocker, B. Miller, J. Riedl, "Using Filtering Agents to Improve Prediction Quality in the GroupLens Research Collaborative Filtering System," In Proceedings of the 1998 Conference on Computer Supported Cooperative Work, Nov. 1998
|
19 |
Lee, S.J., S.O. Kim, H.C. Lee, "Pre-Evalua tion for Detecting Abnormal Users in Re- commender System," Journal of the Korean Data & Information Science Society, Vol. 18, No. 3, 2007a, pp. 619-628
|
20 |
이석준, 김선옥, 이희춘, "추천시스템에서 Run 특이자가 예측 정확도에 미치는 영향에 관한 연구," 한국인터넷정보학회 추계학술발표대회, 2007a, pp. 299-302.
|
21 |
Huseyin P. and D. Wenliang, "SVD-based Collaborative Filtering with Privacy," In Proceedings of the 2005 ACM symposium on Applied computing, 2005, pp. 791-795
|
22 |
이희춘, 이석준, "대응평균 알고리즘을 이용한 협력적 필터링 추천시스템의 성능향상," 한국경영정보학회 2006 추계컨퍼런스, 2006, pp. 208-214
|
23 |
O'Mahony, M.P., N.J. Hurley, G.C. M. Silvestre, "Detecting noise in recommender system databases," In Proceedings of the 11th international conference on Intelligent user interfaces, 2006, pp. 109-115
|
24 |
Balabanovic, M., Y. Shoham, "Fab: con- tentbased, collaborative recommendation," Communications of the ACM, Vol. 40, Issue 3, 1997, pp. 66-72
|
25 |
Breese, J.S., D. Heckerman, C. Kadie, "Em- pirical Analysis of Predictive Algorithms for Collaborative Filtering," In Proceedings of the Fourteenth Annual Conference on Un- certainty in Artificial Intelligence, 1998, pp. 43-52, Madison, Wisconsin
|
26 |
한국인터넷진흥원, "한국인터넷백서 2007," 한국인터넷진흥원, 2007
|
27 |
Resnick, P., N. Iacovou, M. Suchak, P. Bergstorm, J. Riedl, "GroupLens: An Open Architecture for Collaborative Filtering of Netnews," In Proceedings of ACM 1994 Conference on Computer Supported Cooperative Work, 1994, pp. 175-186
|