{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,5]],"date-time":"2025-10-05T16:59:07Z","timestamp":1759683547265},"publisher-location":"Berlin, Heidelberg","reference-count":27,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642372094"},{"type":"electronic","value":"9783642372100"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-37210-0_35","type":"book-chapter","created":{"date-parts":[[2013,3,2]],"date-time":"2013-03-02T05:59:56Z","timestamp":1362203996000},"page":"321-330","source":"Crossref","is-referenced-by-count":17,"title":["A Text Cube Approach to Human, Social and Cultural Behavior in the Twitter Stream"],"prefix":"10.1007","author":[{"given":"Xiong","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaizhi","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeffrey","family":"Hancock","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiawei","family":"Han","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mitchell","family":"Song","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roger","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bob","family":"Pokorny","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"35_CR1","unstructured":"Numrich, S.K., Tolk, A.: Challenges for Human, Social, Cultural, and Behavioral Modeling. SCS M&S Magazine\u00a01(1) (January 2010)"},{"key":"35_CR2","doi-asserted-by":"crossref","unstructured":"Tumasjan, A., Sprenger, T.O., Sandner, P.G., Welpe, I.M.: Predicting elections with Twitter: What 140 characters reveal about political sentiment. In: International AAAI Conference on Weblogs and Social Media (2010)","DOI":"10.1609\/icwsm.v4i1.14009"},{"key":"35_CR3","doi-asserted-by":"crossref","unstructured":"Cha, M., Haddadi, H., Benevenuto, F., Gummadi, K.P.: Measuring User Influence in Twitter: The Million Follower Fallacy. In: Fourth International AAAI Conference on Weblogs and Social Media (2010)","DOI":"10.1609\/icwsm.v4i1.14033"},{"key":"35_CR4","doi-asserted-by":"crossref","unstructured":"Lerman, K., Ghosh, R.: Information Contagion: An Empirical Study of the Spread of News on Digg and Twitter Social Networks. In: Fourth International AAAI Conference on Weblogs and Social Media, Washington, DC, May 23-26 (2010)","DOI":"10.1609\/icwsm.v4i1.14021"},{"issue":"1","key":"35_CR5","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1023\/A:1009726021843","volume":"1","author":"J. Gray","year":"1997","unstructured":"Gray, J., Chaudhuri, S., Bosworth, A., Layman, A., Reichart, D., Venkatrao, M., Pellow, F., Pirahesh, H.: Data Cube: A Relational Aggregation Operator Generalizing Group-by, Cross-Tab, and Sub Totals. Data Mining and Knowledge Discovery\u00a01(1), 29\u201353 (1997)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"35_CR6","doi-asserted-by":"crossref","unstructured":"Liu, X., Tang, K., Hancock, J., Han, J., Song, M., Xu, R., Manikonda, V., Pokorny, B.: SocialCube: A Text Cube Framework for Analyzing Social Media Data. In: Proceedings of ASE International Conference on Social Informatics, Washington, DC (December 2012)","DOI":"10.1109\/SocialInformatics.2012.87"},{"key":"35_CR7","doi-asserted-by":"crossref","unstructured":"Lin, C., Ding, B., Han, J., Zhu, F., Zhao, B.: Text Cube: Computing IR Measures for Multidimensional Text Database Analysis. In: Proc. 2008 Int. Conf. on Data Mining, Pisa, Italy (December 2008)","DOI":"10.1109\/ICDM.2008.135"},{"key":"35_CR8","doi-asserted-by":"crossref","unstructured":"Zhang, D., Zhai, C., Han, J.: Topic Cube: Topic Modeling for OLAP on Multidimensional Text Databases. In: Proc. 2009 SIAM Int. Conf. on Data Mining, Sparks, NV (April 2009)","DOI":"10.1137\/1.9781611972795.96"},{"key":"35_CR9","unstructured":"Zhang, D., Zhai, C., Han, J.: MiTexCube: MicroTextCluster Cube for Online Analysis of Text Cells. In: Proc. 2011 NASA Conf. on Intelligent Data Understanding, Mountain View, CA (October 2011)"},{"key":"35_CR10","doi-asserted-by":"crossref","unstructured":"Zhao, B., Lin, C.X., Ding, B., Han, J.: TEXplorer: Keyword based object ranking and exploration in multidimensional text databases. In: Int. Conf. on Information and Knowledge Management (October 2011)","DOI":"10.1145\/2063576.2063822"},{"key":"35_CR11","doi-asserted-by":"crossref","unstructured":"Liu, X., Tang, K., Buhrman, J.R., Cheng, H.: An agent-based framework for collaborative data mining optimization. In: IEEE International Symposium on Collaborative Technologies and Systems (2010)","DOI":"10.1109\/CTS.2010.5478500"},{"key":"35_CR12","doi-asserted-by":"crossref","unstructured":"Tang, K., Liu, X., Tang, Y., Manikonda, V., Buhrman, J.R., Cheng, H.: ABMiner: A scalable data mining framework to support human performance analysis. In: International Conference on Applied Human Factors and Ergonomics (July 2010)","DOI":"10.1201\/EBK1439835111-c66"},{"key":"35_CR13","unstructured":"Brown, C., Frazee, J., Beaver, D., Liu, X., Hoyt, F., Hancock, J.: Evolution of Sentiment in the Libyan Revolution (2011), White Paper at https:\/\/webspace.utexas.edu\/dib97\/libya-report-10-30-11.pdf"},{"key":"35_CR14","unstructured":"Liu, X., Hancock, J., Zhang, G., Xu, R., Bazarova, N.: Exploring linguistic features for deception detection in unstructured text. In: Hawaii International Conference on System Sciences, January 4-7 (2012)"},{"key":"35_CR15","volume-title":"Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage","author":"P. Ekman","year":"2001","unstructured":"Ekman, P.: Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage. Norton & Company Inc., New York (2001)"},{"key":"35_CR16","doi-asserted-by":"publisher","first-page":"1161","DOI":"10.1037\/h0077714","volume":"39","author":"J.A. Russell","year":"1980","unstructured":"Russell, J.A.: A circumplex model of affect. Journal of Personality and Social Psychology\u00a039, 1161\u20131178 (1980)","journal-title":"Journal of Personality and Social Psychology"},{"key":"35_CR17","volume-title":"Nonverbal communication","author":"A. Mehrabian","year":"1972","unstructured":"Mehrabian, A.: Nonverbal communication. Aldine-Atherton, Chicago (1972)"},{"key":"35_CR18","unstructured":"Hancock, J.T., Landrigan, C., Silver, C.: Expressing emotion in text. In: Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2007), pp. 929\u2013932 (2007)"},{"key":"35_CR19","doi-asserted-by":"crossref","unstructured":"Hancock, J.T., Gee, K., Ciaciaco, K., Mae, J.: I\u2019m sad you\u2019re sad: Emotional contagion in CMC. In: Proceedings of the ACM Conference on Computer-Supported Cooperative Work (2008)","DOI":"10.1145\/1460563.1460611"},{"key":"35_CR20","doi-asserted-by":"crossref","unstructured":"Kramer, A.D.I.: An unobtrusive behavioral model of \u201cGross National Happiness\u201d. In: Proceedings of the ACM Conference on Human Factors in Computing Systems (2010)","DOI":"10.1145\/1753326.1753369"},{"key":"35_CR21","doi-asserted-by":"publisher","first-page":"1878","DOI":"10.1126\/science.1202775","volume":"333","author":"S. Golder","year":"2011","unstructured":"Golder, S., Macy, M.: Diurnal and Seasonal Mood Vary with Work, Sleep and Daylength across Diverse Cultures. Science\u00a0333, 1878\u20131881 (2011)","journal-title":"Science"},{"key":"35_CR22","unstructured":"Pennebaker, J.W., Booth, R.J., Francis, M.E.: Linguistic Inquiry and Word Count: LIWC. LIWC, Austin, http:\/\/www.liwc.net"},{"key":"35_CR23","first-page":"513","volume":"45","author":"N. Schwarz","year":"1983","unstructured":"Schwarz, N., Clore, G.L.: Mood, Misattribution, and Judgments of Well-Being: Informative and Directive Functions of Affective States. JPSP\u00a045, 513\u2013523 (1983)","journal-title":"JPSP"},{"key":"35_CR24","first-page":"1889","volume":"6","author":"R.-E. Fan","year":"2005","unstructured":"Fan, R.-E., Chen, P.-H., Lin, C.-J.: Working set selection using the second order information for training SVM. Journal of Machine Learning Research\u00a06, 1889\u20131918 (2005)","journal-title":"Journal of Machine Learning Research"},{"key":"35_CR25","volume-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"I.H. Witten","year":"2005","unstructured":"Witten, I.H., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques, 2nd edn. Morgan Kaufmann, San Francisco (2005)","edition":"2"},{"key":"35_CR26","first-page":"37","volume":"6","author":"D. Aha","year":"1991","unstructured":"Aha, D., Kibler, D., Albert, M.: Instance-based learning algorithms. Machine Learning\u00a06, 37\u201366 (1991)","journal-title":"Machine Learning"},{"key":"35_CR27","unstructured":"http:\/\/en.wikipedia.org\/wiki\/Timeline_of_the_2011-2012_Egyptian_revolution"}],"container-title":["Lecture Notes in Computer Science","Social Computing, Behavioral-Cultural Modeling and Prediction"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-37210-0_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,29]],"date-time":"2023-06-29T21:52:46Z","timestamp":1688075566000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-37210-0_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642372094","9783642372100"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-37210-0_35","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}