A Literature Review and Classification of Recommender Systems on Academic Journals |
Park, Deuk-Hee
(School of Management and Management Research Institute, Kyunghee University)
Kim, Hyea-Kyeong (School of Management and Management Research Institute, Kyunghee University) Choi, Il-Young (School of Management and Management Research Institute, Kyunghee University) Kim, Jae-Kyeong (School of Management and Management Research Institute, Kyunghee University) |
1 | Sarwar, B., G. Karypis, J. A. Konstan, and J. Riedl, "Analysis of Recommendation Algorithms for E-Commerce", Proceedings of the ACM E-Commerce, (2000b), 158-167. |
2 | Herlocker, J. L. and J. A. Konstan, "Content-independent Task-focused Recommendation", IEEE Internet Computing, Vol.5, No.6(2001), 40-47. DOI ScienceOn |
3 | Kim H. K., J. K. Kim, and Y. U. Ryu, "Personalized Recommendation over a Customer Network for Ubiquitous Shopping", IEEE Transactions on Services Computing, Vol.2, No.2 (2009), 140-151. DOI |
4 | Kim, J. K., H. K. Kim, H. Y. Oh and Y. U. Ryu, "A group Recommendation System for Online Communities", International Journal of Information Management, Vol.30, No.3 (2010), 212-219. DOI ScienceOn |
5 | Cai, D., X. He, J. R. Wen, and W. Y. Ma, "Block-level Link Analysis", Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, (2004), 440-447. |
6 | Cho, Y. H., J. K. Kim and S. H. Kim, "A personalized Recommender System Based on Web Usage Mining and Decision Tree Induction", Expert System Applications, Vol.23, No.3(2002), 329-342. DOI ScienceOn |
7 | Claypool, M., A. Gokhale, T. Miranda, P. Murnikov, D. Netes and M. Sartin, "Combining Content-based and Collaborative Filters in an Online Newspaper", Proceedings of the ACM SIGIR'99 Workshop on Recommender Systems, 1999. |
8 | Schafer, J. B., A. Joseph and R. John, "E-Commerce Recommendation Applications", Data Mining and Knoweldge Discovery, Vol.5, No.1-2(2001), 115-153. DOI |
9 | Shardanand, U. and P. Maes, "Social Information Filtering : Algorithms for Automating 'Word of Mouth'", Conf. Human Factors in Computing Systems, 1995. |
10 | Kim, J. K., Y. H. Cho, W. J. Kim, J. R. Kim and J. H. Suh, "A Personalized Recommendation Procedure for Internet Shopping", Electronic Commerce Research and Applications, Vol.1, No.3-4(2002), 301-313. DOI ScienceOn |
11 | Frias-Martinez, E., G. Magoulas, S. Y. Chen and R. Macredie, "Automated User Modeling for Personalized Digital Libraries", International Journal of Information Management, Vol.26, No.3(2006), 234-248. DOI ScienceOn |
12 | Sarwar, B., G. Karypis, J. A. Konstan and J. Riedl, "Application of Dimensionality Reduction in Recommender System-a Case Study", Proceedings of the ACM WebKDD-2000 Workshop, 2000a. |
13 | Anders, U. and O. Korn, "Model Selection in Neural Networks", Neural Networks, Vol.12, No.2(1999), 309-323. DOI ScienceOn |
14 | Lihua, W., L. Lu, L. Jing, and L. Zongyong, "Modeling User Multiple Interests by an Improved GCS Approach", Expert Systems with Applications, Vol.29, No4.(2005), 757-767. DOI ScienceOn |
15 | Lopez-Nores, M., J. Garca-Duque, A. Fernandez- Vilas, R. P. Daz-Redondo, J. Bermejo-Mu noz, "A Flexible Semantic Inference Methodology to Reason about User Preferences in Knowledge-based Recommender Systems", Knowledge-Based Systems, Vol.21, No.4(2008), 305-320. DOI ScienceOn |
16 | Malhotra, N. K., Marketing Research : an Applied Orientation, Fifth Edition, Pearson Education Inc, 2007. |
17 | Resnick, P., N. Iakovou, M. Sushak, P. Bergstrom and J. Riedl, "GroupLens : an Open Architecture for Collaborative Filtering of Netnews", Computer Supported Cooperative Work Conf, 1994. |
18 | Berry, M. J. A and G. S. Linoff, Data Mining Techniques for Marketing, Sales and Customer Relationship Management, Second Edition, Wiley, 2004. |
19 | Frias-Martinez, E., S. Y. Chen and X. Liu, "Evaluation of a Personalized Digital Library Based on Cognitive Styles : Adaptivity vs. Adaptability", International Journal of Information Management, Vol.29, No.1(2009), 48-56. DOI ScienceOn |
20 | Basu, C., H. Hirsh and W. Cohen, "Recommendation as Classification : Using Social and Content-based Information in Recommendation", In Proceedings of the 15th National Conference on Artificial Intelligence, (1998), 714-720. |