{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T04:06:35Z","timestamp":1746158795629,"version":"3.40.4"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319041162"},{"type":"electronic","value":"9783319041179"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-04117-9_17","type":"book-chapter","created":{"date-parts":[[2014,1,2]],"date-time":"2014-01-02T01:14:20Z","timestamp":1388625260000},"page":"181-191","source":"Crossref","is-referenced-by-count":10,"title":["Personalized Recommendation by Exploring Social Users\u2019 Behaviors"],"prefix":"10.1007","author":[{"given":"Guoshuai","family":"Zhao","sequence":"first","affiliation":[]},{"given":"Xueming","family":"Qian","sequence":"additional","affiliation":[]},{"given":"He","family":"Feng","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"17_CR1","doi-asserted-by":"crossref","unstructured":"Yang, X.-W., Steck, H., Liu, Y.: Circle-based recommendation in online social networks. In: KDD 2012, pp. 1267\u20131275 (August 2012)","DOI":"10.1145\/2339530.2339728"},{"key":"17_CR2","doi-asserted-by":"crossref","unstructured":"Jiang, M., Cui, P., Liu, R., Yang, Q., Wang, F., Zhu, W.-W., Yang, S.-Q.: Social contextual recommendation. In: CIKM 2012, pp. 45\u201354 (October 2012)","DOI":"10.1145\/2396761.2396771"},{"key":"17_CR3","doi-asserted-by":"crossref","unstructured":"Jamali, M., Ester, M.: A matrix factorization technique with trust propagation for recommendation in social networks. In: Proceedings of the Fourth ACM Conference on Recommender Systems, RecSys (2010)","DOI":"10.1145\/1864708.1864736"},{"key":"17_CR4","unstructured":"Salakhutdinov, R., Mnih, A.: Probabilistic matrix factorization. In: NIPS 2008 (2008)"},{"key":"17_CR5","doi-asserted-by":"crossref","unstructured":"Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. Computer, 30\u201337 (August 2009)","DOI":"10.1109\/MC.2009.263"},{"key":"17_CR6","doi-asserted-by":"crossref","unstructured":"Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering, 734\u2013749 (June 2005)","DOI":"10.1109\/TKDE.2005.99"},{"key":"17_CR7","doi-asserted-by":"crossref","unstructured":"Bell, R., Koren, Y., Volinsky, C.: Modeling relationships at multiple scales to improve accuracy of large recommender systems. In: KDD 2007, pp. 95\u2013104 (2007)","DOI":"10.1145\/1281192.1281206"},{"key":"17_CR8","doi-asserted-by":"crossref","unstructured":"Sarwar, B., Karypis, G., Konstan, J., Reidl, J.: Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th International Conference on World Wide Web (WWW), pp. 285\u2013295 (2001)","DOI":"10.1145\/371920.372071"},{"key":"17_CR9","doi-asserted-by":"crossref","unstructured":"Jahrer, M., Toscher, A., Legenstein, R.: Combining predictions for accurate recommender systems. In: KDD 2010, pp. 693\u2013702 (2010)","DOI":"10.1145\/1835804.1835893"},{"key":"17_CR10","doi-asserted-by":"crossref","unstructured":"Bond, R., Smith, P.B.: Culture and conformity: a meta-analysis of studies using asch\u2019s (1952b, 1956) line judgment task. Psychological Bulletin, 111\u2013137 (January 1996)","DOI":"10.1037\/\/0033-2909.119.1.111"},{"key":"17_CR11","doi-asserted-by":"crossref","unstructured":"Java, A., Song, X., Finin, T., Tseng, B.: Why we twitter: understanding microblogging usage and communities. In: WebKDD\/SNA-KDD 2007: Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 Workshop on Web Mining and Social Network Analysis, pp. 56\u201365. ACM, NY (2007)","DOI":"10.1145\/1348549.1348556"},{"key":"17_CR12","doi-asserted-by":"crossref","unstructured":"Chen, J., Nairn, R., Nelson, L., Bernstein, M., Chi, E.H.: Short and tweet: experiments on recommending content from information streams. In: Proceedings of the 28th International Conference on Human Factors in Computing Systems, pp. 1185\u20131194. ACM (2010)","DOI":"10.1145\/1753326.1753503"},{"key":"17_CR13","unstructured":"Mehta, H., Bhatia, S.K., Bedi, P., Dixit, V.S.: Collaborative Personalized Web Recommender System using Entropy based Similarity Measure. IJCSI\u00a08(6) (November 2011)"},{"key":"17_CR14","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1007\/s11761-008-0034-3","volume":"3","author":"C.-H. Piao","year":"2009","unstructured":"Piao, C.-H., Zhao, J., Zheng, L.-J.: Research on entropy-based collaborative filtering algorithm and personalized recommendation in e-commerce. SOCA\u00a03, 147\u2013157 (2009)","journal-title":"SOCA"},{"key":"17_CR15","doi-asserted-by":"publisher","first-page":"1281","DOI":"10.1145\/1242572.1242808","volume-title":"WWW 2007 Proceedings of the 16th International Conference on World Wide Web","author":"T. Iwata","year":"2007","unstructured":"Iwata, T., Saito, K., Yamada, T.: Modeling User Behavior in Recommender Systems based on Maximum Entropy. In: WWW 2007 Proceedings of the 16th International Conference on World Wide Web, pp. 1281\u20131282. ACM, NY (2007)"},{"key":"17_CR16","doi-asserted-by":"crossref","unstructured":"Dou, Y., Liu, P., Chen, Y., Lei, Z.: Entropy based Broadband User Service Behavior Analysis. In: International Conference on Network Infrastructure and Digital Content, pp. 440\u2013445 (2009)","DOI":"10.1109\/ICNIDC.2009.5360875"},{"key":"17_CR17","doi-asserted-by":"crossref","unstructured":"Liu, X., Aberer, K.: SoCo: a social network aided context-aware recommender system. In: WWW 2013, pp. 781\u2013802 (2013)","DOI":"10.1145\/2488388.2488457"},{"key":"17_CR18","doi-asserted-by":"crossref","unstructured":"Shen, J., Wang, M., Yan, S., Cui, P.: Multimedia recommendation: technology and techniques. In: SIGIR 2013, p. 1131 (2013)","DOI":"10.1145\/2484028.2484194"},{"key":"17_CR19","doi-asserted-by":"crossref","unstructured":"Qian, X., Feng, H., Zhao, G., Mei, T.: Personalized Recommendation Combining User Interest and Social Circle. IEEE Trans. Knowledge and Data Engineering\u00a0x(y), xx\u2013yy (2013)","DOI":"10.1109\/TKDE.2013.168"},{"key":"17_CR20","doi-asserted-by":"crossref","unstructured":"Feng, H., Qian, X.: Recommendation via user\u2019s personality and social contextual. In: ACM CIKM 2013 (2013)","DOI":"10.1145\/2505515.2507834"},{"key":"17_CR21","doi-asserted-by":"crossref","unstructured":"Feng, H., Qian, X.: Mining User-Contributed Photos for Personalized Product Recommendation. Neurocomputing (2014)","DOI":"10.1016\/j.neucom.2013.09.018"}],"container-title":["Lecture Notes in Computer Science","MultiMedia Modeling"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-04117-9_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T10:26:52Z","timestamp":1746095212000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-04117-9_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319041162","9783319041179"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-04117-9_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}