{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T20:53:35Z","timestamp":1725915215516},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319685410"},{"type":"electronic","value":"9783319685427"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-68542-7_65","type":"book-chapter","created":{"date-parts":[[2017,11,1]],"date-time":"2017-11-01T11:23:50Z","timestamp":1509535430000},"page":"747-758","source":"Crossref","is-referenced-by-count":2,"title":["IU-PMF: Probabilistic Matrix Factorization Model Fused with Item Similarity and User Similarity"],"prefix":"10.1007","author":[{"given":"Yilong","family":"Shi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuqiang","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,11,2]]},"reference":[{"key":"65_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3","volume-title":"Recommender Systems Handbook","author":"F Ricci","year":"2011","unstructured":"Ricci, F., Rokach, L., Shapira, B.: Recommender Systems Handbook. Springer, New York (2011). doi:\n10.1007\/978-0-387-85820-3"},{"key":"65_CR2","doi-asserted-by":"crossref","unstructured":"Ma, H., King, I., Lyu, M.R.: Effective missing data prediction for collaborative filtering. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 39\u201346. ACM, New York (2007)","DOI":"10.1145\/1277741.1277751"},{"key":"65_CR3","unstructured":"Breese, J.S., Heckerman, D., Kadie, C.: Empirical analysis of predictive algorithms for collaborative filtering. In: Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence, pp. 43\u201352. Morgan Kaufmann Publishers Inc., San Francisco (1998)"},{"key":"65_CR4","doi-asserted-by":"crossref","unstructured":"Herlocker, J.L., Konstan, J.A., Borchers, A.: An algorithmic framework for performing collaborative filtering. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 230\u2013237. ACM, New York (1999)","DOI":"10.1145\/312624.312682"},{"key":"65_CR5","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1016\/j.measurement.2016.05.058","volume":"91","author":"H Koohi","year":"2016","unstructured":"Koohi, H., Kiani, K.: User based collaborative filtering using fuzzy C-means. Measurement 91, 134\u2013139 (2016)","journal-title":"Measurement"},{"key":"65_CR6","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1145\/963770.963776","volume":"22","author":"M Deshpande","year":"2004","unstructured":"Deshpande, M., Karypis, G.: Item-based top-N recommendation algorithms. ACM Trans. Inf. Syst. 22, 143\u2013177 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"key":"65_CR7","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1109\/MIC.2003.1167344","volume":"7","author":"G Linden","year":"2003","unstructured":"Linden, G., Smith, B., York, J.: Amazon.com recommendations: item-to-item collaborative filtering. IEEE Internet Comput. 7, 76\u201380 (2003)","journal-title":"IEEE Internet Comput."},{"key":"65_CR8","unstructured":"Mnih, A., Salakhutdinov, R.: Probabilistic matrix factorization. In: 20th Annual Conference on Neural Information Processing Systems, pp. 1\u20138, Sierra Nevada (2011)"},{"key":"65_CR9","doi-asserted-by":"crossref","unstructured":"Ma, H., Yang, H., Lyu, M.R.: SoRec: social recommendation using probabilistic matrix factorization. In: ACM Conference on Information and Knowledge Management, pp. 931\u2013940. ACM, Napa Valley (2008)","DOI":"10.1145\/1458082.1458205"},{"key":"65_CR10","doi-asserted-by":"crossref","unstructured":"Ma, H., King, I., Lyu, M.R.: Learning to recommend with social trust ensemble. In: International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 203\u2013210. ACM, Boston (2009)","DOI":"10.1145\/1571941.1571978"},{"key":"65_CR11","doi-asserted-by":"crossref","unstructured":"Wu, L., Chen, E., Liu, Q.: Leveraging tagging for neighborhood-aware probabilistic matrix factorization. In: ACM International Conference on Information and Knowledge Management, pp. 1854\u20131858. ACM, New York (2012)","DOI":"10.1145\/2396761.2398531"},{"key":"65_CR12","doi-asserted-by":"crossref","unstructured":"Jamali, M., Ester, M.: TrustWalker: a random walk model for combining trust-based and item-based recommendation. In: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 397\u2013406. ACM, New York (2009)","DOI":"10.1145\/1557019.1557067"},{"key":"65_CR13","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1109\/TSMCB.2011.2163711","volume":"42","author":"Q Liu","year":"2011","unstructured":"Liu, Q., Chen, E., Xiong, H.: Enhancing collaborative filtering by user interest expansion via personalized ranking. IEEE Trans. Syst. Man Cybern. 42, 218\u2013233 (2011)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"65_CR14","first-page":"219","volume":"37","author":"G Lei","year":"2014","unstructured":"Lei, G., Jun, M.A., Chen, Z.M.: Incorporating item relations for social recommendation. Chin. J. Comput. 37, 219\u2013228 (2014)","journal-title":"Chin. J. Comput."},{"key":"65_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1007\/978-3-319-21042-1_57","volume-title":"Web-Age Information Management","author":"F Tan","year":"2015","unstructured":"Tan, F., Li, L., Zhang, Z., Guo, Y.: A multi-attribute probabilistic matrix factorization model for personalized recommendation. In: Dong, X.L., Yu, X., Li, J., Sun, Y. (eds.) WAIM 2015. LNCS, vol. 9098, pp. 535\u2013539. Springer, Cham (2015). doi:\n10.1007\/978-3-319-21042-1_57"},{"key":"65_CR16","doi-asserted-by":"crossref","unstructured":"Wu, L., Chen, E., Liu, Q.: Leveraging tagging for neighborhood-aware probabilistic matrix factorization. In: ACM International Conference on Information and Knowledge Management. pp. 1854\u20131858. ACM, Hawaii (2012)","DOI":"10.1145\/2396761.2398531"},{"key":"65_CR17","doi-asserted-by":"crossref","unstructured":"Wang, X., Xu, C.: SBMF: similarity-based matrix factorization for collaborative recommendation. In: IEEE 26th International Conference on Tools with Artificial Intelligence. pp. 379\u2013383. IEEE, Limassol (2014)","DOI":"10.1109\/ICTAI.2014.64"},{"key":"65_CR18","doi-asserted-by":"crossref","first-page":"2721","DOI":"10.3724\/SP.J.1001.2013.04478","volume":"24","author":"GF Sun","year":"2014","unstructured":"Sun, G.F., Wu, L., Liu, Q.: Recommendations based on collaborative filtering by exploiting sequential behaviors. J. Softw. 24, 2721\u20132733 (2014)","journal-title":"J. Softw."},{"key":"65_CR19","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1007\/s10586-015-0506-0","volume":"19","author":"M Alewiwi","year":"2016","unstructured":"Alewiwi, M., Orencik, C., Sava, E.: Efficient top-k similarity document search utilizing distributed file systems and cosine similarity. Cluster Comput. 19, 109\u2013126 (2016)","journal-title":"Cluster Comput."},{"key":"65_CR20","doi-asserted-by":"crossref","first-page":"550","DOI":"10.1002\/asi.10242","volume":"54","author":"P Ahlgren","year":"2003","unstructured":"Ahlgren, P., Jarneving, B., Rousseau, R.: Requirements for a cocitation similarity measure, with special reference to Pearson\u2019s correlation coefficient. J. Am. Soc. Inf. Sci. Technol. 54, 550\u2013560 (2003)","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"key":"65_CR21","doi-asserted-by":"crossref","first-page":"869","DOI":"10.1137\/09076756X","volume":"33","author":"B Fornberg","year":"2011","unstructured":"Fornberg, B., Larsson, E., Flyer, N.: Stable computations with Gaussian radial basis functions. SIAM J. Sci. Comput. 33, 869\u2013892 (2011)","journal-title":"SIAM J. Sci. Comput."}],"container-title":["Lecture Notes in Computer Science","Cloud Computing and Security"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-68542-7_65","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,11,1]],"date-time":"2017-11-01T11:43:48Z","timestamp":1509536628000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-68542-7_65"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319685410","9783319685427"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-68542-7_65","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}