{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T20:05:52Z","timestamp":1743019552363,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319235240"},{"type":"electronic","value":"9783319235257"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-23525-7_43","type":"book-chapter","created":{"date-parts":[[2015,8,28]],"date-time":"2015-08-28T08:20:13Z","timestamp":1440750013000},"page":"701-718","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Latent Factors Meet Homophily in Diffusion Modelling"],"prefix":"10.1007","author":[{"given":"Minh-Duc","family":"Luu","sequence":"first","affiliation":[]},{"given":"Ee-Peng","family":"Lim","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,8,29]]},"reference":[{"key":"43_CR1","doi-asserted-by":"crossref","unstructured":"Chen, W., Yuan, Y., Zhang, L.: Scalable influence maximization in social networks under the linear threshold model. In: Proceedings of the 10th ICDM, pp. 88\u201397. IEEE (2010)","DOI":"10.1109\/ICDM.2010.118"},{"issue":"4","key":"43_CR2","doi-asserted-by":"publisher","first-page":"370","DOI":"10.1056\/NEJMsa066082","volume":"357","author":"NA Christakis","year":"2007","unstructured":"Christakis, N.A., Fowler, J.H.: The spread of obesity in a large social network over 32 years. New England Journal of Medicine 357(4), 370\u2013379 (2007)","journal-title":"New England Journal of Medicine"},{"key":"43_CR3","unstructured":"De Choudhury, M., Sundaram, H., John, A., Seligmann, D.D., Kelliher, A.: birds of a feather: Does user homophily impact information diffusion in social media? (2010). \n                      arXiv:1006.1702"},{"key":"43_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1007\/978-3-642-40991-2_10","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"J Delporte","year":"2013","unstructured":"Delporte, J., Karatzoglou, A., Matuszczyk, T., Canu, S.: Socially enabled preference learning from implicit feedback data. In: Blockeel, H., Kersting, K., Nijssen, S., \u017delezn\u00fd, F. (eds.) ECML PKDD 2013, Part II. LNCS, vol. 8189, pp. 145\u2013160. Springer, Heidelberg (2013)"},{"issue":"3","key":"43_CR5","doi-asserted-by":"publisher","first-page":"1287","DOI":"10.1093\/qje\/qjs021","volume":"127","author":"B Golub","year":"2012","unstructured":"Golub, B., Jackson, M.O.: How homophily affects the speed of learning and best-response dynamics. The Quarterly Journal of Economics 127(3), 1287\u20131338 (2012)","journal-title":"The Quarterly Journal of Economics"},{"key":"43_CR6","doi-asserted-by":"crossref","unstructured":"Granovetter, M.: Threshold models of collective behavior. American Journal of Sociology, 1420\u20131443 (1978)","DOI":"10.1086\/226707"},{"key":"43_CR7","doi-asserted-by":"crossref","unstructured":"Kelley, C.T.: Iterative methods for optimization, vol. 18. SIAM (1999)","DOI":"10.1137\/1.9781611970920"},{"key":"43_CR8","doi-asserted-by":"crossref","unstructured":"Kempe, D., Kleinberg, J., Tardos, \u00c9.: Maximizing the spread of influence through a social network. In: Proceedings of the 9th KDD, pp. 137\u2013146. ACM (2003)","DOI":"10.1145\/956750.956769"},{"key":"43_CR9","doi-asserted-by":"crossref","unstructured":"Koren, Y.: Factorization meets the neighborhood: a multifaceted collaborative filtering model. In: Proceedings of the 14th KDD, pp. 426\u2013434 (2008)","DOI":"10.1145\/1401890.1401944"},{"issue":"8","key":"43_CR10","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1109\/MC.2009.263","volume":"42","author":"Y Koren","year":"2009","unstructured":"Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. Computer 42(8), 30\u201337 (2009)","journal-title":"Computer"},{"key":"43_CR11","doi-asserted-by":"crossref","unstructured":"Lin, S., Hu, Q., Wang, F., Yu, P.S.: Steering information diffusion dynamically against user attention limitation. In: Proceedings of the 14th ICDM (2014)","DOI":"10.1109\/ICDM.2014.131"},{"key":"43_CR12","doi-asserted-by":"crossref","unstructured":"Ma, H., Yang, H., Lyu, M.R., King, I.: Sorec: social recommendation using probabilistic matrix factorization. In: Proceedings of the 17th CIKM, pp. 931\u2013940. ACM (2008)","DOI":"10.1145\/1458082.1458205"},{"key":"43_CR13","unstructured":"Mnih, A., Salakhutdinov, R.: Probabilistic matrix factorization. In: Proceedings of the 20th NIPS, pp. 1257\u20131264 (2007)"},{"key":"43_CR14","volume-title":"Diffusion of innovations","author":"EM Rogers","year":"1983","unstructured":"Rogers, E.M.: Diffusion of innovations. Free Press, New York (1983)"},{"key":"43_CR15","doi-asserted-by":"crossref","unstructured":"Salakhutdinov, R., Mnih, A.: Bayesian probabilistic matrix factorization using markov chain monte carlo. In: Proceedings of the 25th ICML, pp. 880\u2013887. ACM (2008)","DOI":"10.1145\/1390156.1390267"},{"key":"43_CR16","doi-asserted-by":"crossref","unstructured":"Sarwar, B., Karypis, G., Konstan, J., Riedl, J.: Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th WWW (2001)","DOI":"10.1145\/371920.372071"},{"key":"43_CR17","doi-asserted-by":"crossref","unstructured":"Shen, Y., Jin, R.: Learning personal+social latent factor model for social recommendation. In: Proceedings of the 18th KDD, pp. 1303\u20131311. ACM (2012)","DOI":"10.1145\/2339530.2339732"},{"key":"43_CR18","doi-asserted-by":"crossref","unstructured":"Su, X., Khoshgoftaar, T.M.: A survey of collaborative filtering techniques. Advances in Artificial Intelligence 2009:4 (2009)","DOI":"10.1155\/2009\/421425"},{"key":"43_CR19","doi-asserted-by":"crossref","unstructured":"Weng, L., Flammini, A., Vespignani, A., Menczer, F.: Competition among memes in a world with limited attention. Scientific Reports (2012)","DOI":"10.1038\/srep00335"}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Knowledge Discovery in Databases"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-23525-7_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,7]],"date-time":"2020-09-07T00:10:24Z","timestamp":1599437424000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-23525-7_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319235240","9783319235257"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-23525-7_43","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"29 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}