1 |
Su, X., & Khoshgoftaar, T. M. (2009). A survey of collaborative filtering techniques. Advances in Artificial Intelligence, 2009, 4.
|
2 |
Aamir, M. & Bhusry, M. (2015). Recommendation system: state of the art approach. International Journal of Computer Applications, 120(12), 25-32.
DOI
|
3 |
Adomavicius, G., & Tuzhilin, A. (2005). Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge & Data Engineering, 17(6), 734-749.
DOI
|
4 |
Lee, S. (2015). A strategy for neighborhood selection in collaborative filtering-based recommender systems. Journal of KIISE, 42(11), 1380-138.
DOI
|
5 |
Resnick, P. et al. (1994). GroupLens: an open architecture for collaborative filtering of Netnews. Proc. of the ACM Conf. Computer Supported Cooperative Work, 175-186.
|
6 |
Ahn, H. (2008). A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem. Information Sciences, 178(1), 37-51.
DOI
|
7 |
Chen, C. C., Wan, Y.-H., Chung, M.-C., & Sun, Y.-C. (2013). An effective recommendation method for cold start new users using trust and distrust networks. Information Sciences, 224, 19-36.
DOI
|
8 |
Bobadilla, J., Ortega, F., Hernando, A., & Bernal, J. (2012). A collaborative filtering approach to mitigate the new user cold start problem. Knowledge-Based Systems, 26, 225-238.
|
9 |
Liu, H., Hu, Z., Mian, A., Tian, H., & Zhu, X. (2014). A new user similarity model to improve the accuracy of collaborative filtering. Knowledge-Based Systems, 56, 156-166.
|
10 |
Jamali, M., & Ester, M. (2009). TrustWalker: a random walk model for combining trust-based and item-based recommendation. Prococeedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 397-406.
|
11 |
Bobadilla, J., Serradilla, F., & Bernal. J. (2010). A new collaborative filtering metric that improves the behavior of recommender systems. Knowledge-Based Systems 23, 520-528.
DOI
|
12 |
Sanchez, J. L., Serradilla, F., Martinez, E., & Bobadilla, J. (2008). Choice of metrics used in collaborative filtering and their impact on recommender systems. Proceedings of the IEEE International Conference on Digital Ecosystems and Technologies, 432-436.
|
13 |
Koutrica, G., Bercovitz, B., & Garcia, H. (2009). FlexRecs: expresing and combining flexible recommendations. Proc. of the ACM SIGMOD Int'l Conf. on Management of data, 745-758.
|
14 |
Gao, M., Wu, Z., & Jiang, F. (2011). Userrank for item-based collaborative filtering recommendation. Information Processing Letters, 111(9), 440-446.
DOI
|