{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T09:12:50Z","timestamp":1762506770181},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319320540"},{"type":"electronic","value":"9783319320557"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-32055-7_4","type":"book-chapter","created":{"date-parts":[[2016,4,11]],"date-time":"2016-04-11T06:59:53Z","timestamp":1460357993000},"page":"43-56","source":"Crossref","is-referenced-by-count":10,"title":["SBTM: Topic Modeling over Short Texts"],"prefix":"10.1007","author":[{"given":"Jianhui","family":"Pang","sequence":"first","affiliation":[]},{"given":"Xiangsheng","family":"Li","sequence":"additional","affiliation":[]},{"given":"Haoran","family":"Xie","sequence":"additional","affiliation":[]},{"given":"Yanghui","family":"Rao","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,4,12]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Banerjee, S., Ramanathan, K., Gupta, A.: Clustering short texts using wikipedia. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 787\u2013788. ACM (2007)","key":"4_CR1","DOI":"10.1145\/1277741.1277909"},{"issue":"9","key":"4_CR2","doi-asserted-by":"publisher","first-page":"1658","DOI":"10.1109\/TKDE.2011.188","volume":"24","author":"S Bao","year":"2012","unstructured":"Bao, S., Xu, S., Zhang, L., Yan, R., Su, Z., Han, D., Yu, Y.: Mining social emotions from affective text. IEEE Trans. Knowl. Data Eng. 24(9), 1658\u20131670 (2012)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"4_CR3","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"issue":"12","key":"4_CR4","doi-asserted-by":"publisher","first-page":"2928","DOI":"10.1109\/TKDE.2014.2313872","volume":"26","author":"X Cheng","year":"2014","unstructured":"Cheng, X., Lan, Y., Guo, J., Yan, X.: Btm: Topic modeling over short texts. IEEE Trans. Knowl. Data Eng. 26(12), 2928\u20132941 (2014)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"6","key":"4_CR5","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"S Deerwester","year":"1990","unstructured":"Deerwester, S., Dumais, S.T., Furnas, G.W., Landauer, T.K., Harshman, R.: Indexing by latent semantic analysis. J. Am. Soc. Inf. Sci. 41(6), 391\u2013407 (1990)","journal-title":"J. Am. Soc. Inf. Sci."},{"issue":"1","key":"4_CR6","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1109\/MCI.2013.2291688","volume":"9","author":"A Gangemi","year":"2014","unstructured":"Gangemi, A., Presutti, V., Reforgiato Recupero, D.: Frame-based detection of opinion holders and topics: a model and a tool. IEEE Comput. Intell. Mag. 9(1), 20\u201330 (2014)","journal-title":"IEEE Comput. Intell. Mag."},{"issue":"6","key":"4_CR7","doi-asserted-by":"publisher","first-page":"721","DOI":"10.1109\/TPAMI.1984.4767596","volume":"6","author":"S Geman","year":"1984","unstructured":"Geman, S., Geman, D.: Stochastic relaxation, gibbs distributions, and the bayesian restoration of images. IEEE Trans. Pattern Anal. Mach. Intell. 6(6), 721\u2013741 (1984)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic latent semantic indexing. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 50\u201357 (1999)","key":"4_CR8","DOI":"10.1145\/312624.312649"},{"doi-asserted-by":"crossref","unstructured":"Jin, O., Liu, N.N., Zhao, K., Yu, Y., Yang, Q.: Transferring topical knowledge from auxiliary long texts for short text clustering. In: Proceedings of the 20th ACM International Conference on Information and Knowledge Management (CIKM), pp. 775\u2013784. ACM (2011)","key":"4_CR9","DOI":"10.1145\/2063576.2063689"},{"doi-asserted-by":"crossref","unstructured":"Katz, P., Singleton, M., Wicentowski, R.: Swat-mp: The semeval-2007 systems for task 5 and task 14. In: Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval), pp. 308\u2013313. Association for Computational Linguistics (2007)","key":"4_CR10","DOI":"10.3115\/1621474.1621541"},{"issue":"11","key":"4_CR11","doi-asserted-by":"publisher","first-page":"1457","DOI":"10.1109\/TKDE.2006.180","volume":"18","author":"SB Kim","year":"2006","unstructured":"Kim, S.B., Han, K.S., Rim, H.C., Myaeng, S.H.: Some effective techniques for naive bayes text classification. IEEE Trans. Knowl. Data Eng. 18(11), 1457\u20131466 (2006)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up? sentiment classification using machine learning techniques. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 79\u201386 (2002)","key":"4_CR12","DOI":"10.3115\/1118693.1118704"},{"doi-asserted-by":"crossref","unstructured":"Phan, X.H., Nguyen, L.M., Horiguchi, S.: Learning to classify short and sparse text & web with hidden topics from large-scale data collections. In: Proceedings of the 17th International Conference on World Wide Web (WWW), pp. 91\u2013100. ACM (2008)","key":"4_CR13","DOI":"10.1145\/1367497.1367510"},{"issue":"4","key":"4_CR14","doi-asserted-by":"publisher","first-page":"723","DOI":"10.1007\/s11280-013-0221-9","volume":"17","author":"Y Rao","year":"2014","unstructured":"Rao, Y., Lei, J., Liu, W., Li, Q., Chen, M.: Building emotional dictionary for sentiment analysis of online news. World Wide Web J. 17(4), 723\u2013742 (2014)","journal-title":"World Wide Web J."},{"issue":"5","key":"4_CR15","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1016\/j.neunet.2014.05.007","volume":"58","author":"Y Rao","year":"2014","unstructured":"Rao, Y., Li, Q., Liu, W., Wu, Q., Quan, X.: Affective topic model for social emotion detection. Neural Netw. 58(5), 29\u201337 (2014)","journal-title":"Neural Netw."},{"issue":"5","key":"4_CR16","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1016\/j.ins.2013.12.059","volume":"266","author":"Y Rao","year":"2014","unstructured":"Rao, Y., Li, Q., Mao, X., Liu, W.: Sentiment topic models for social emotion mining. Inf. Sci. 266(5), 90\u2013100 (2014)","journal-title":"Inf. Sci."},{"doi-asserted-by":"crossref","unstructured":"Sahami, M., Heilman, T.D.: A web-based kernel function for measuring the similarity of short text snippets. In: Proceedings of the 15th International Conference on World Wide Web (WWW), pp. 377\u2013386(2006)","key":"4_CR17","DOI":"10.1145\/1135777.1135834"},{"doi-asserted-by":"crossref","unstructured":"Snow, R., O\u2019Connor, B., Jurafsky, D., Ng, A.Y.: Cheap and fast\u2013but is it good?: evaluating non-expert annotations for natural language tasks. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 254\u2013263. Association for Computational Linguistics (2008)","key":"4_CR18","DOI":"10.3115\/1613715.1613751"},{"unstructured":"Stoyanov, V., Cardie, C.: Annotating topics of opinions. In: Proceedings of the 6th International Conference on Language Resources and Evaluation (LREC), pp. 3213\u20133217 (2008)","key":"4_CR19"},{"doi-asserted-by":"crossref","unstructured":"Strapparava, C., Mihalcea, R.: Semeval-2007 task 14: affective text. In: Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval), pp. 70\u201374. Association for Computational Linguistics (2007)","key":"4_CR20","DOI":"10.3115\/1621474.1621487"},{"doi-asserted-by":"crossref","unstructured":"Turney, P.D.: Thumbs up or thumbs down? semantic orientation applied to unsupervised classification of reviews. In: Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL). pp. 417\u2013424 (2002)","key":"4_CR21","DOI":"10.3115\/1073083.1073153"},{"doi-asserted-by":"crossref","unstructured":"Wang, J., Yao, Y., Liu, Z.: A new text classification method based on hmm-svm. In: International Symposium on Communications and Information Technologies (ISCIT). pp. 1516\u20131519 (2007)","key":"4_CR22","DOI":"10.1109\/ISCIT.2007.4392256"},{"issue":"3","key":"4_CR23","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1007\/s11390-012-1247-7","volume":"27","author":"H Xie","year":"2012","unstructured":"Xie, H., Li, Q., Cai, Y.: Community-aware resource profiling for personalized search in folksonomy. J. Comput. Sci. Technol. 27(3), 599\u2013610 (2012)","journal-title":"J. Comput. Sci. Technol."},{"key":"4_CR24","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/j.neunet.2014.05.009","volume":"58","author":"H Xie","year":"2014","unstructured":"Xie, H., Li, Q., Mao, X., Li, X., Cai, Y., Rao, Y.: Community-aware user profile enrichment in folksonomy. Neural Netw. 58, 111\u2013121 (2014)","journal-title":"Neural Netw."},{"issue":"9","key":"4_CR25","doi-asserted-by":"publisher","first-page":"1415","DOI":"10.1093\/comjnl\/bxu022","volume":"57","author":"H Xie","year":"2014","unstructured":"Xie, H., Li, Q., Mao, X., Li, X., Cai, Y., Zheng, Q.: Mining latent user community for tag-based and content-based search in social media. Comput. J. 57(9), 1415\u20131430 (2014)","journal-title":"Comput. J."}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-32055-7_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,18]],"date-time":"2020-09-18T11:56:22Z","timestamp":1600430182000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-32055-7_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319320540","9783319320557"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-32055-7_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}