메뉴 건너뛰기




Volumn 5, Issue 4, 2008, Pages 459-474

Using data mining to provide recommendation service

Author keywords

Bayesian network; Data mining; Recommendation system

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; ASSOCIATIVE PROCESSING; CHLORINE COMPOUNDS; DATA MINING; DECISION SUPPORT SYSTEMS; DISTRIBUTED PARAMETER NETWORKS; INFERENCE ENGINES; INFORMATION MANAGEMENT; INTELLIGENT NETWORKS; MINING; SEARCH ENGINES; SPEECH ANALYSIS;

EID: 48849098942     PISSN: 17900832     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (17)

References (34)
  • 3
    • 30144433187 scopus 로고    scopus 로고
    • Fuzzy Knowledge Representation Based on Possibilistic and Necessary Bayesian Networks
    • A. Heni, MN. Omri, and A.M. Alimi, Fuzzy Knowledge Representation Based on Possibilistic and Necessary Bayesian Networks, WSEAS Transactions on Information Science & Applications, Vol.3, No.2, 2006, pp.224-231.
    • (2006) WSEAS Transactions on Information Science & Applications , vol.3 , Issue.2 , pp. 224-231
    • Heni, A.1    Omri, M.N.2    Alimi, A.M.3
  • 4
    • 33744518455 scopus 로고    scopus 로고
    • C. Vassiliou, D. Stamoulis, D. Martakos, and S. Athanassopoulos, A Recommender System Framework Combining Neural Networks & Collaborative Filtering, WSEAS Transactions on Information Science & Applications, 3, No.7, 2006, pp.1202-1207.
    • C. Vassiliou, D. Stamoulis, D. Martakos, and S. Athanassopoulos, A Recommender System Framework Combining Neural Networks & Collaborative Filtering, WSEAS Transactions on Information Science & Applications, Vol.3, No.7, 2006, pp.1202-1207.
  • 5
    • 33751576418 scopus 로고    scopus 로고
    • Application of Multiclassifiers in, Web Mining for a Recommender System
    • S. Segrera and M.N. Moreno, Application of Multiclassifiers in, Web Mining for a Recommender System, WSEAS Transactions on Information Science & Applications, Vol.3, No.12, 2006, pp.2471-2476.
    • (2006) WSEAS Transactions on Information Science & Applications , vol.3 , Issue.12 , pp. 2471-2476
    • Segrera, S.1    Moreno, M.N.2
  • 6
    • 34247378107 scopus 로고    scopus 로고
    • The Application of Data, Mining, Technology for Intelligent Product Quality Analysis Improvement System
    • R.C. Wu and R.S. Chen, The Application of Data, Mining, Technology for Intelligent Product Quality Analysis Improvement System, WSEAS Transactions on Information Science & Applications, Vol.4, No.4, 2007, pp.693-699.
    • (2007) WSEAS Transactions on Information Science & Applications , vol.4 , Issue.4 , pp. 693-699
    • Wu, R.C.1    Chen, R.S.2
  • 9
    • 48849114192 scopus 로고    scopus 로고
    • B.D. Kim and S.O. Kim, A New Recommender System to Combine Content-based and Collaborative Filtering Systems, The Journal of Database Marketing, 8, No.3, 2001, pp. 244-252.
    • B.D. Kim and S.O. Kim, A New Recommender System to Combine Content-based and Collaborative Filtering Systems, The Journal of Database Marketing, Vol.8, No.3, 2001, pp. 244-252.
  • 10
    • 9244231155 scopus 로고    scopus 로고
    • A Hybrid Collaborative Filtering Method for Multiple-interests andMultiple-content Recommendation in E-commerce
    • Y. Li, L. Lu, and L. Xuefeng, A Hybrid Collaborative Filtering Method for Multiple-interests andMultiple-content Recommendation in E-commerce, Expert Systems with Applications, Vol.28, No.1, 2005, pp. 67-77.
    • (2005) Expert Systems with Applications , vol.28 , Issue.1 , pp. 67-77
    • Li, Y.1    Lu, L.2    Xuefeng, L.3
  • 11
    • 0141887092 scopus 로고    scopus 로고
    • The Collaborative Filtering Recommendation Based on SOM Cluster-indexing CBR
    • T.H. Roh, K.J. Oh, and I. Han, The Collaborative Filtering Recommendation Based on SOM Cluster-indexing CBR, Expert Svstems with Applications, Vol.25, No.3, 2003, pp. 413-423.
    • (2003) Expert Svstems with Applications , vol.25 , Issue.3 , pp. 413-423
    • Roh, T.H.1    Oh, K.J.2    Han, I.3
  • 13
    • 15544365673 scopus 로고    scopus 로고
    • Evaluation of Web Usage Mining Approaches for User's Next Request Prediction
    • New Orleans, Louisiana, USA, November 7-8, ACM Press
    • M. Gery, M.H. Haddad, Evaluation of Web Usage Mining Approaches for User's Next Request Prediction, Fifth ACM International Workshop on Web Information and Data Management, WIDM 2003, New Orleans, Louisiana, USA, November 7-8, ACM Press, 2003, pp. 74-81.
    • (2003) Fifth ACM International Workshop on Web Information and Data Management, WIDM 2003 , pp. 74-81
    • Gery, M.1    Haddad, M.H.2
  • 14
    • 0042709395 scopus 로고    scopus 로고
    • A. Mild and T. Reutterer, An Improved Collaborative Filtering Approach for Predicting Cross-category Purchased Based on Binary Market Basket Data, Journal of Retailing and Consumer Services, Voi.10, No.3, 2003, pp. 123-133.
    • A. Mild and T. Reutterer, An Improved Collaborative Filtering Approach for Predicting Cross-category Purchased Based on Binary Market Basket Data, Journal of Retailing and Consumer Services, Voi.10, No.3, 2003, pp. 123-133.
  • 15
    • 0033653019 scopus 로고    scopus 로고
    • Content-based Book Recommending Using 'Learning for Text Categorization
    • June 2-7, San Antonio, USA, pp
    • R.J. Mooney, L. Roy, Content-based Book Recommending Using 'Learning for Text Categorization, Fifth ACM Conference on Digital Libraries, June 2-7 2000, San Antonio, USA, pp. 195-204.
    • (2000) Fifth ACM Conference on Digital Libraries , pp. 195-204
    • Mooney, R.J.1    Roy, L.2
  • 16
    • 0030289446 scopus 로고    scopus 로고
    • Data mining and knowledge discovery in databases
    • U. Fayyad and R. Uthurusamy, Data mining and knowledge discovery in databases, Communications of the ACM, Vol.39, No.11, 1996, pp.24-26.
    • (1996) Communications of the ACM , vol.39 , Issue.11 , pp. 24-26
    • Fayyad, U.1    Uthurusamy, R.2
  • 19
    • 1442310758 scopus 로고    scopus 로고
    • Feature-based Recommendation for One-to-one Marketing
    • S.S. Weng, and M.J. Liu, Feature-based Recommendation for One-to-one Marketing, Expert Systems with Applications, Vol.26, No.4, 2004, pp.493-508.
    • (2004) Expert Systems with Applications , vol.26 , Issue.4 , pp. 493-508
    • Weng, S.S.1    Liu, M.J.2
  • 20
    • 34447508330 scopus 로고    scopus 로고
    • Personalized Service System Based on Hybrid Filtering for Digital Library
    • F. Gao, C. Xing, X. Du, and S. Wang, Personalized Service System Based on Hybrid Filtering for Digital Library, Tsinghua Science and Technology, Vol.12, No.1, 2007, pp.1-8.
    • (2007) Tsinghua Science and Technology , vol.12 , Issue.1 , pp. 1-8
    • Gao, F.1    Xing, C.2    Du, X.3    Wang, S.4
  • 21
    • 0036567146 scopus 로고    scopus 로고
    • Intelligent Agent-based Systems for Personalized Recommendations in Internet Commerce
    • W.P. Lee, C.H. Liu, and C.C. Lu, Intelligent Agent-based Systems for Personalized Recommendations in Internet Commerce, Expert Systems with Applications, Vol.22, No.4, 2002, pp.275-284.
    • (2002) Expert Systems with Applications , vol.22 , Issue.4 , pp. 275-284
    • Lee, W.P.1    Liu, C.H.2    Lu, C.C.3
  • 22
    • 29744435060 scopus 로고    scopus 로고
    • Developing Recommendations for Consortial Cataloging of Electronic Resources: Lessons Learned
    • C.C. Nauna, and S.M. Braxton, Developing Recommendations for Consortial Cataloging of Electronic Resources: Lessons Learned, Library Collections, Acquisitions, & Technical Services, Vol.29, No.3, 2005, pp.307-325.
    • (2005) Library Collections, Acquisitions, & Technical Services , vol.29 , Issue.3 , pp. 307-325
    • Nauna, C.C.1    Braxton, S.M.2
  • 25
    • 0036977340 scopus 로고    scopus 로고
    • A First Study
    • Information Technology in Public Libraries in Kuwait
    • C.L. Al-Qallaf and H.M. Al-Azmi, Information Technology in Public Libraries in Kuwait: A First Study, Intl. Inform. & Libr. Rev., Vol.34, No.4, 2002, pp. 289-308.
    • (2002) Intl. Inform. & Libr. Rev , vol.34 , Issue.4 , pp. 289-308
    • Al-Qallaf, C.L.1    Al-Azmi, H.M.2
  • 26
    • 0031103679 scopus 로고    scopus 로고
    • Fab: Content-based Collaborative Recommendation
    • M. Balabanovic and Y. Shoham, Fab: Content-based Collaborative Recommendation, Communications of ACM, Vol.40, No.3, 1997, pp. 66-72.
    • (1997) Communications of ACM , vol.40 , Issue.3 , pp. 66-72
    • Balabanovic, M.1    Shoham, Y.2
  • 28
    • 0003042996 scopus 로고    scopus 로고
    • An Algorithm for Bayesian Belief Networks Construction from Data
    • J. Cheng, D. Bell, and W. Liu, An Algorithm for Bayesian Belief Networks Construction from Data, Proceedings of AI & START'97, 1997, pp. 83-90.
    • (1997) Proceedings of AI & START'97 , pp. 83-90
    • Cheng, J.1    Bell, D.2    Liu, W.3
  • 29
    • 12244294767 scopus 로고    scopus 로고
    • Mining Customer Product Ratings for Personalized Marketing
    • K.W. Cheung, J.T. Kwok, M.H. Law, and K.C. Tsui, Mining Customer Product Ratings for Personalized Marketing, Decision Support Systems, Vol.35, No.2, 2003, pp. 231-243.
    • (2003) Decision Support Systems , vol.35 , Issue.2 , pp. 231-243
    • Cheung, K.W.1    Kwok, J.T.2    Law, M.H.3    Tsui, K.C.4
  • 30
    • 0346961206 scopus 로고    scopus 로고
    • Application of Web Usage Mining and Product Taxonomy to Collaborative Recommendations in E-commerce
    • H.Y. Cho and J.K. Kim, Application of Web Usage Mining and Product Taxonomy to Collaborative Recommendations in E-commerce, Expert Systems with Applications, Vol.26, No.2, 2004, pp. 233-246.
    • (2004) Expert Systems with Applications , vol.26 , Issue.2 , pp. 233-246
    • Cho, H.Y.1    Kim, J.K.2
  • 31
    • 84976668719 scopus 로고
    • Using Collaborative Filtering to Weave an Information TAPESTRY
    • D. Goldberg, D. Nichols, B.M. Oki, and D. Terry, Using Collaborative Filtering to Weave an Information TAPESTRY, Communications of the ACM, Vol.35, No.12, 1992, pp. 61-70.
    • (1992) Communications of the ACM , vol.35 , Issue.12 , pp. 61-70
    • Goldberg, D.1    Nichols, D.2    Oki, B.M.3    Terry, D.4
  • 32
    • 33746991234 scopus 로고    scopus 로고
    • Design an Intelligent Quality Analysis Control. System Based on Data Mining Technology for Semiconductor Packaging Industry
    • R.S. Chen and R.C. Wu, Design an Intelligent Quality Analysis Control. System Based on Data Mining Technology for Semiconductor Packaging Industry, WSEAS Transactions on Computers, Vol.5, No.10, 2006, pp.2479-2487.
    • (2006) WSEAS Transactions on Computers , vol.5 , Issue.10 , pp. 2479-2487
    • Chen, R.S.1    Wu, R.C.2
  • 33
    • 33746909395 scopus 로고    scopus 로고
    • Mining on Web Logs for Recommendation
    • Y. Yu, Y. Yu, H. Lin, and C. Chen, Mining on Web Logs for Recommendation, WSEAS Transactions on Computers, Vol.5, No.9, 2006, pp. 1818-1822.
    • (2006) WSEAS Transactions on Computers , vol.5 , Issue.9 , pp. 1818-1822
    • Yu, Y.1    Yu, Y.2    Lin, H.3    Chen, C.4
  • 34
    • 33847703255 scopus 로고    scopus 로고
    • Evaluating Recommendation Service Mechanisms for Asynchronous Digital Learning Systems
    • H.R. Chen, Evaluating Recommendation Service Mechanisms for Asynchronous Digital Learning Systems, WSEAS Transactions on Computers, Vol.6, No.3, 2007, pp.612-617.
    • (2007) WSEAS Transactions on Computers , vol.6 , Issue.3 , pp. 612-617
    • Chen, H.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.