{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T10:51:26Z","timestamp":1768906286275,"version":"3.49.0"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319093321","type":"print"},{"value":"9783319093338","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-09333-8_16","type":"book-chapter","created":{"date-parts":[[2014,7,3]],"date-time":"2014-07-03T10:22:38Z","timestamp":1404382958000},"page":"137-148","source":"Crossref","is-referenced-by-count":11,"title":["Modeling Information Diffusion in Social Networks Using Latent Topic Information"],"prefix":"10.1007","author":[{"given":"Devesh","family":"Varshney","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sandeep","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vineet","family":"Gupta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"16_CR1","unstructured":"Nail, J.: The consumer advertising backlash. Forrester Research and Intelliseek Market Research Report (2004)"},{"key":"16_CR2","doi-asserted-by":"crossref","unstructured":"Kempe, D., Kleinberg, J., Tardos, E.: Maximizing the spread of influence through a social network. In: Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM (2003)","DOI":"10.1145\/956755.956769"},{"key":"16_CR3","doi-asserted-by":"crossref","unstructured":"Golder, S.A., Wilkinson, D.M., Huberman, B.A.: Rhythms of social interaction: Messaging within a massive online network. In: Communities and Technologies 2007. Springer (2007)","DOI":"10.1007\/978-1-84628-905-7_3"},{"key":"16_CR4","doi-asserted-by":"crossref","unstructured":"Fei, H., Jiang, R., Yang, Y., Luo, B., Huan, J.: Content based social behavior prediction: a multi-task learning approach. In: Proceedings of the 20th ACM International Conference on Information and Knowledge Management. ACM (2011)","DOI":"10.1145\/2063576.2063719"},{"key":"16_CR5","unstructured":"Romero, et al.: Differences in the mechanics of information diffusion across topics: idioms, political hashtags, and complex contagion on twitter"},{"key":"16_CR6","unstructured":"Petrovic, S., Osborne, M., Lavrenko, V.: Rt to win! predicting message propagation in twitter. In: ICWSM (2011)"},{"key":"16_CR7","unstructured":"Lin, C., Mei, Q., Jiang, Y., Han, J., Qi, S.: Inferring the diffusion and evolution of topics in social communities. Social Network Mining and Analysis\u00a03(d4), d5 (2011)"},{"key":"16_CR8","doi-asserted-by":"crossref","unstructured":"Zhu, J., Xiong, F., Piao, D., Liu, Y., Zhang, Y.: Statistically modeling the effectiveness of disaster information in social media. In: 2011 IEEE Global Humanitarian Technology Conference (GHTC). IEEE (2011)","DOI":"10.1109\/GHTC.2011.48"},{"key":"16_CR9","unstructured":"Kuo, T.-T., Hung, S.-C., Lin, W.-S., Peng, N., Lin, S.-D., Lin, W.-F.: Exploiting latent information to predict diffusions of novel topics on social networks. In: Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers-Volume 2. Association for Computational Linguistics (2012)"},{"key":"16_CR10","doi-asserted-by":"crossref","unstructured":"Domingos, P., Richardson, M.: Mining the network value of customers. In: Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM (2001)","DOI":"10.1145\/502512.502525"},{"key":"16_CR11","doi-asserted-by":"crossref","unstructured":"Richardson, M., Domingos, P.: Mining knowledge-sharing sites for viral marketing. In: Proceedings of the eighth ACM SIGKDD International Conference on Knowledge Discovery and Data mining. ACM (2002)","DOI":"10.1145\/775047.775057"},{"key":"16_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1007\/11871637_27","volume-title":"Knowledge Discovery in Databases: PKDD 2006","author":"M. Kimura","year":"2006","unstructured":"Kimura, M., Saito, K.: Tractable models for information diffusion in social networks. In: F\u00fcrnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) PKDD 2006. LNCS (LNAI), vol.\u00a04213, pp. 259\u2013271. Springer, Heidelberg (2006)"},{"key":"16_CR13","doi-asserted-by":"crossref","unstructured":"Chen, W., Wang, C., Wang, Y.: Scalable influence maximization for prevalent viral marketing in large-scale social networks. In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1029\u20131038. ACM (2010)","DOI":"10.1145\/1835804.1835934"},{"key":"16_CR14","unstructured":"Leskovec, et al.: Costeffective outbreak detection in networks"},{"key":"16_CR15","unstructured":"Chen, et al.: Efficient influence maximization in social networks"},{"key":"16_CR16","first-page":"993","volume":"3","author":"D.M. Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. The Journal of Machine Learning Research\u00a03, 993\u20131022 (2003)","journal-title":"The Journal of Machine Learning Research"},{"issue":"3","key":"16_CR17","first-page":"5","volume":"2","author":"M.D. Hoffman","year":"2010","unstructured":"Hoffman, M.D., Blei, D.M., Bach, F.R.: Online learning for latent dirichlet allocation. NIPS\u00a02(3), 5 (2010)","journal-title":"NIPS"},{"key":"16_CR18","doi-asserted-by":"crossref","unstructured":"Banerjee, N., Chakraborty, D., Dasgupta, K., Mittal, S., Joshi, A., Nagar, S., Rai, A., Madan, S.: User interests in social media sites: an exploration with micro- blogs. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1823\u20131826. ACM (2009)","DOI":"10.1145\/1645953.1646240"},{"key":"16_CR19","doi-asserted-by":"crossref","unstructured":"Java, A., Song, X., Finin, T., Tseng, B.: Why we twitter: understanding microblogging usage and communities. In: Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 Workshop on Web Mining and Social Network Analysis, pp. 56\u201365. ACM (2007)","DOI":"10.1145\/1348549.1348556"},{"key":"16_CR20","doi-asserted-by":"crossref","unstructured":"Suh, B., Hong, L., Pirolli, P., Chi, E.H.: Want to be retweeted? large scale analytics on factors impacting retweet in twitter network. In: 2010 IEEE Second International Conference on Social Computing (socialcom), pp. 177\u2013184. IEEE (2010)","DOI":"10.1109\/SocialCom.2010.33"},{"issue":"3","key":"16_CR21","first-page":"27","volume":"2","author":"C.-C. Chang","year":"2011","unstructured":"Chang, C.-C., Lin, C.-J.: Libsvm: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology (TIST)\u00a02(3), 27 (2011)","journal-title":"ACM Transactions on Intelligent Systems and Technology (TIST)"},{"key":"16_CR22","first-page":"743","volume":"11","author":"T. Schaul","year":"2010","unstructured":"Schaul, T., Bayer, J., Wierstra, D., Sun, Y., Felder, M., Sehnke, F., R\u00fcckstie, T., Schmidhuber, J.: PyBrain. Journal of Machine Learning Research\u00a011, 743\u2013746 (2010)","journal-title":"Journal of Machine Learning Research"},{"key":"16_CR23","doi-asserted-by":"crossref","unstructured":"Davis, J., Goadrich, M.: The relationship between precision-recall and roc curves. In: Proceedings of the 23rd International Conference on Machine Learning, pp. 233\u2013240. ACM (2006)","DOI":"10.1145\/1143844.1143874"}],"container-title":["Lecture Notes in Computer Science","Intelligent Computing Theory"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-09333-8_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T05:56:31Z","timestamp":1558936591000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-09333-8_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319093321","9783319093338"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-09333-8_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014]]}}}