{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T12:16:00Z","timestamp":1763468160714},"reference-count":122,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2013,10,23]],"date-time":"2013-10-23T00:00:00Z","timestamp":1382486400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Mach Learn"],"published-print":{"date-parts":[[2014,6]]},"DOI":"10.1007\/s10994-013-5417-9","type":"journal-article","created":{"date-parts":[[2013,10,22]],"date-time":"2013-10-22T16:33:42Z","timestamp":1382459622000},"page":"381-421","source":"Crossref","is-referenced-by-count":17,"title":["Modeling topic control to detect influence in conversations using nonparametric topic models"],"prefix":"10.1007","volume":"95","author":[{"given":"Viet-An","family":"Nguyen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jordan","family":"Boyd-Graber","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philip","family":"Resnik","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Deborah A.","family":"Cai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jennifer E.","family":"Midberry","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuanxin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,10,23]]},"reference":[{"key":"5417_CR1","volume-title":"Proceedings of the workshop on language in social media (LSM)","author":"R. Abbott","year":"2011","unstructured":"Abbott, R., Walker, M., Anand, P., Fox Tree, J. E., Bowmani, R., & King, J. (2011). How can you say such things?!?: Recognizing disagreement in informal political argument. In Proceedings of the workshop on language in social media (LSM)."},{"key":"5417_CR2","volume-title":"Proceedings of SIAM international conference on data mining","author":"A. Ahmed","year":"2008","unstructured":"Ahmed, A., & Xing, E. P. (2008). Dynamic non-parametric mixture models and the recurrent Chinese restaurant process: with applications to evolutionary clustering. In Proceedings of SIAM international conference on data mining."},{"key":"5417_CR3","volume-title":"Proceedings of uncertainty in artificial intelligence","author":"A. Ahmed","year":"2010","unstructured":"Ahmed, A., & Xing, E. P. (2010). Timeline: a dynamic hierarchical Dirichlet process model for recovering birth\/death and evolution of topics in text stream. In Proceedings of uncertainty in artificial intelligence."},{"key":"5417_CR4","doi-asserted-by":"crossref","unstructured":"Alarcon-del Amo, M., Lorenzo-Romero, C., & Gomez-Borja, M. (2011). Classifying and profiling social networking site users: a latent segmentation approach. Cyberpsychology, Behavior, and Social Networking, 14(9).","DOI":"10.1089\/cyber.2010.0346"},{"key":"5417_CR5","volume-title":"The AAAI 2011 workshop on computational models of natural argument","author":"P. Anand","year":"2011","unstructured":"Anand, P., King, J., Boyd-Graber, J., Wagner, E., Martell, C., Oard, D. W., & Resnik, P. (2011). Believe me: we can do this! In The AAAI 2011 workshop on computational models of natural argument."},{"key":"5417_CR6","volume-title":"Proceedings of European conference of machine learning","author":"D. Andrzejewski","year":"2007","unstructured":"Andrzejewski, D., Mulhern, A., Liblit, B., & Zhu, X. (2007). Statistical debugging using latent topic models. In Proceedings of European conference of machine learning."},{"key":"5417_CR7","volume-title":"Proceedings of the international conference of machine learning","author":"D. Andrzejewski","year":"2009","unstructured":"Andrzejewski, D., Zhu, X., & Craven, M. (2009). Incorporating domain knowledge into topic modeling via Dirichlet forest priors. In Proceedings of the international conference of machine learning."},{"issue":"6","key":"5417_CR8","doi-asserted-by":"crossref","first-page":"1152","DOI":"10.1214\/aos\/1176342871","volume":"2","author":"C. E. Antoniak","year":"1974","unstructured":"Antoniak, C. E. (1974). Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems. The Annals of Statistics, 2(6), 1152\u20131174.","journal-title":"The Annals of Statistics"},{"key":"5417_CR9","volume-title":"Proceedings of the international conference on pattern recognition (ICPR)","author":"O. Aran","year":"2010","unstructured":"Aran, O., & Gatica-Perez, D. (2010). Fusing audio-visual nonverbal cues to detect dominant people in group conversations. In Proceedings of the international conference on pattern recognition (ICPR)."},{"issue":"4","key":"5417_CR10","doi-asserted-by":"crossref","first-page":"555","DOI":"10.1162\/coli.07-034-R2","volume":"34","author":"R. Artstein","year":"2008","unstructured":"Artstein, R., & Poesio, M. (2008). Inter-coder agreement for computational linguistics. Computational Linguistics, 34(4), 555\u2013596.","journal-title":"Computational Linguistics"},{"key":"5417_CR11","volume-title":"Personality and interpersonal behavior","author":"R. F. Bales","year":"1970","unstructured":"Bales, R. F. (1970). Personality and interpersonal behavior. New York: Holt, Rinehart, and Winston."},{"key":"5417_CR12","unstructured":"Basu, S., Choudhury, T., Clarkson, B., & Pentland, A. S. (2001). Learning human interactions with the influence model (Tech. Rep. 539). MIT Media Laboratory."},{"issue":"1\u20133","key":"5417_CR13","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1023\/A:1007506220214","volume":"34","author":"D. Beeferman","year":"1999","unstructured":"Beeferman, D., Berger, A., & Lafferty, J. (1999). Statistical models for text segmentation. Machine Learning, 34(1\u20133), 177\u2013210.","journal-title":"Machine Learning"},{"key":"5417_CR14","volume-title":"Proceedings of the workshop on languages in social media (LSM)","author":"E. M. Bender","year":"2011","unstructured":"Bender, E. M., Morgan, J. T., Oxley, M., Zachry, M., Hutchinson, B., Marin, A., Zhang, B., & Ostendorf, M. (2011). Annotating social acts: authority claims and alignment moves in wikipedia talk pages. In Proceedings of the workshop on languages in social media (LSM)."},{"key":"5417_CR15","volume-title":"Proceedings of the workshop on language in social media (LSM)","author":"O. Biran","year":"2012","unstructured":"Biran, O., Rosenthal, S., Andreas, J., McKeown, K., & Rambow, O. (2012). Detecting influencers in written online conversations. In Proceedings of the workshop on language in social media (LSM)."},{"key":"5417_CR16","series-title":"Sociology political science","volume-title":"Exchange and power in social life","author":"P. Blau","year":"1964","unstructured":"Blau, P. (1964). Exchange and power in social life. Sociology political science. Transaction Books."},{"issue":"4","key":"5417_CR17","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1145\/2133806.2133826","volume":"55","author":"D. M. Blei","year":"2012","unstructured":"Blei, D. M. (2012). Probabilistic topic models. Communications of the ACM, 55(4), 77\u201384.","journal-title":"Communications of the ACM"},{"key":"5417_CR18","volume-title":"Proceedings of the international conference of machine learning","author":"D. M. Blei","year":"2006","unstructured":"Blei, D. M., & Lafferty, J. D. (2006). Dynamic topic models. In Proceedings of the international conference of machine learning."},{"key":"5417_CR19","first-page":"993","volume":"3","author":"D. M. Blei","year":"2003","unstructured":"Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Latent Dirichlet allocation. Journal of Machine Learning Research, 3, 993\u20131022.","journal-title":"Journal of Machine Learning Research"},{"issue":"3","key":"5417_CR20","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1108\/13563281111156853","volume":"16","author":"N. Booth","year":"2011","unstructured":"Booth, N., & Matic, A. (2011). Mapping and leveraging influencers in social media to shape corporate brand perceptions. Corporate Communications, 16(3), 184\u2013191.","journal-title":"Corporate Communications"},{"key":"5417_CR21","volume-title":"Proceedings of advances in neural information processing systems","author":"J. Boyd-Graber","year":"2008","unstructured":"Boyd-Graber, J., & Blei, D. M. (2008). Syntactic topic models. In Proceedings of advances in neural information processing systems."},{"key":"5417_CR22","volume-title":"Proceedings of uncertainty in artificial intelligence","author":"J. Boyd-Graber","year":"2009","unstructured":"Boyd-Graber, J., & Blei, D. M. (2009). Multilingual topic models for unaligned text. In Proceedings of uncertainty in artificial intelligence."},{"key":"5417_CR23","volume-title":"Proceedings of empirical methods in natural language processing","author":"J. Boyd-Graber","year":"2007","unstructured":"Boyd-Graber, J., Blei, D. M., & Zhu, X. (2007). A topic model for word sense disambiguation. In Proceedings of empirical methods in natural language processing."},{"key":"5417_CR24","doi-asserted-by":"crossref","unstructured":"Boydstun, A. E., Glazier, R. A., & Phillips, C. (2013). Agenda control in the 2008 presidential debates. American Politics Research.","DOI":"10.1177\/1532673X12472364"},{"issue":"3","key":"5417_CR25","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1177\/0261927X8600500303","volume":"5","author":"M. E. Brooke","year":"1986","unstructured":"Brooke, M. E., & Ng, S. H. (1986). Language and social influence in small conversational groups. Journal of Language and Social Psychology, 5(3), 201\u2013210.","journal-title":"Journal of Language and Social Psychology"},{"key":"5417_CR26","volume-title":"Persuasion: advances through meta-analysis","author":"N. A. Burrel","year":"1998","unstructured":"Burrel, N. A., & Koper, R. J. (1998). The efficacy of powerful\/powerless language on attitudes and source credibility. In Persuasion: advances through meta-analysis."},{"key":"5417_CR27","volume-title":"International conference on human factors in computing systems","author":"B. Butler","year":"2008","unstructured":"Butler, B., Joyce, E., & Pike, J. (2008). Don\u2019t look now, but we\u2019ve created a bureaucracy: the nature and roles of policies and rules in wikipedia. In International conference on human factors in computing systems."},{"key":"5417_CR28","volume-title":"Knowledge discovery and data mining","author":"J. Chang","year":"2009","unstructured":"Chang, J., Boyd-Graber, J., & Blei, D. M. (2009a). Connections between the lines: augmenting social networks with text. In Knowledge discovery and data mining."},{"key":"5417_CR29","volume-title":"Proceedings of advances in neural information processing systems","author":"J. Chang","year":"2009","unstructured":"Chang, J., Boyd-Graber, J., Wang, C., Gerrish, S., & Blei, D. M. (2009b). Reading tea leaves: how humans interpret topic models. In Proceedings of advances in neural information processing systems."},{"key":"5417_CR30","volume-title":"Computational linguistics","author":"H. Chen","year":"2009","unstructured":"Chen, H., Branavan, S. R. K., Barzilay, R., & Karger, D. R. (2009). Global models of document structure using latent permutations. In Computational linguistics."},{"key":"5417_CR31","volume-title":"Proceedings of empirical methods in natural language processing","author":"F. Y. Y. Choi","year":"2001","unstructured":"Choi, F. Y. Y., Wiemer-Hastings, P., & Moore, J. (2001). Latent semantic analysis for text segmentation. In Proceedings of empirical methods in natural language processing."},{"key":"5417_CR32","volume-title":"Influence: science and practice","author":"R. B. Cialdini","year":"2000","unstructured":"Cialdini, R. B. (2000). Influence: science and practice (4th ed.). Needham Heights: Allyn & Bacon.","edition":"4"},{"issue":"3","key":"5417_CR33","first-page":"273","volume":"20","author":"C. Cortes","year":"1995","unstructured":"Cortes, C., & Vapnik, V. (1995). Support-vector networks. Machine Learning, 20(3), 273\u2013297.","journal-title":"Machine Learning"},{"key":"5417_CR34","unstructured":"Cowans, P. J. (2006). Probabilistic document modelling. Ph.D. thesis, University of Cambridge."},{"issue":"3","key":"5417_CR35","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1080\/10570317709389610","volume":"41","author":"J. A. Daley","year":"1977","unstructured":"Daley, J. A., McCroskey, J. C., & Richmond, V. P. (1977). Relationships between vocal activity and perception of communicators in small group interaction. Western Journal of Speech Communication, 41(3), 175\u2013187.","journal-title":"Western Journal of Speech Communication"},{"key":"5417_CR36","doi-asserted-by":"crossref","first-page":"699","DOI":"10.1145\/2187836.2187931","volume-title":"Proceedings of world wide web conference","author":"C. Danescu-Niculescu-Mizil","year":"2012","unstructured":"Danescu-Niculescu-Mizil, C., Lee, L., Pang, B., & Kleinberg, J. (2012). Echoes of power: language effects and power differences in social interaction. In Proceedings of world wide web conference (pp.\u00a0699\u2013708)."},{"key":"5417_CR37","volume-title":"Proceedings of the international conference of machine learning","author":"J. Davis","year":"2006","unstructured":"Davis, J., & Goadrich, M. (2006). The relationship between precision-recall and ROC curves. In Proceedings of the international conference of machine learning."},{"issue":"7","key":"5417_CR38","doi-asserted-by":"crossref","first-page":"1238","DOI":"10.1109\/TASL.2008.925867","volume":"16","author":"M. Dowman","year":"2008","unstructured":"Dowman, M., Savova, V., Griffiths, T. L., Kording, K. P., Tenenbaum, J. B., & Purver, M. (2008). A\u00a0probabilistic model of meetings that combines words and discourse features. Transactions on Audio, Speech, and Language Processing, 16(7), 1238\u20131248.","journal-title":"Transactions on Audio, Speech, and Language Processing"},{"issue":"3","key":"5417_CR39","doi-asserted-by":"crossref","first-page":"567","DOI":"10.5465\/amr.1986.4306225","volume":"11","author":"B. H. Drake","year":"1986","unstructured":"Drake, B. H., & Moberg, D. J. (1986). Communicating influence attempts in dyads: linguistic sedatives and palliatives. The Academy of Management Review, 11(3), 567\u2013584.","journal-title":"The Academy of Management Review"},{"key":"5417_CR40","volume-title":"International conference on data mining","author":"L. Du","year":"2010","unstructured":"Du, L., Buntine, W. L., & Jin, H. (2010). Sequential latent Dirichlet allocation: discover underlying topic structures within a document. In International conference on data mining."},{"key":"5417_CR41","volume-title":"Proceedings of the AAAI spring symposium on interaction challenges for intelligent assistants","author":"P. Ehlen","year":"2007","unstructured":"Ehlen, P., Purver, M., & Niekrasz, J. (2007). A meeting browser that learns. In Proceedings of the AAAI spring symposium on interaction challenges for intelligent assistants."},{"key":"5417_CR42","volume-title":"Proceedings of empirical methods in natural language processing","author":"J. Eisenstein","year":"2008","unstructured":"Eisenstein, J., & Barzilay, R. (2008). Bayesian unsupervised topic segmentation. In Proceedings of empirical methods in natural language processing."},{"key":"5417_CR43","first-page":"30","volume-title":"Social psychology: sociological perspectives","author":"R. M. Emerson","year":"1981","unstructured":"Emerson, R. M. (1981). Social exchange theory. In M. Rosenberg & R. H. Turner (Eds.), Social psychology: sociological perspectives (pp.\u00a030\u201365). New York: Basic Books."},{"key":"5417_CR44","unstructured":"Fallows, J. (2008). Your VP debate wrapup in four bullet points. The Atlantic. http:\/\/www.theatlantic.com\/technology\/archive\/2008\/10\/your-vp-debate-wrapup-in-four-bullet-points\/8887\/ ."},{"issue":"2","key":"5417_CR45","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1214\/aos\/1176342360","volume":"1","author":"T. S. Ferguson","year":"1973","unstructured":"Ferguson, T. S. (1973). A\u00a0Bayesian analysis of some nonparametric problems. The Annals of Statistics, 1(2), 209\u2013230.","journal-title":"The Annals of Statistics"},{"key":"5417_CR46","volume-title":"iConference","author":"K. R. Fleischmann","year":"2011","unstructured":"Fleischmann, K. R., Templeton, T. C., & Boyd-Graber, J. (2011). Modeling diverse standpoints in text classification: learning to be human by modeling human values. In iConference."},{"key":"5417_CR47","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1016\/B978-0-08-015867-9.50017-4","volume-title":"Studies in dyadic communication","author":"U. G. Foa","year":"1972","unstructured":"Foa, U. G., & Foa, E. B. (1972). Resource exchange: toward a structural theory of interpersonal communication. In A. W. Siegman & B. Pope (Eds.), Studies in dyadic communication (pp.\u00a0291\u2013325). Elmsford: Pergamon."},{"key":"5417_CR48","volume-title":"Proceedings of the international conference of machine learning","author":"E. B. Fox","year":"2008","unstructured":"Fox, E. B., Sudderth, E. B., Jordan, M. I., & Willsky, A. S. (2008). An HDP-HMM for systems with state persistence. In Proceedings of the international conference of machine learning."},{"key":"5417_CR49","volume-title":"Proceedings of the association for computational linguistics","author":"M. Galley","year":"2003","unstructured":"Galley, M., McKeown, K., Fosler-Lussier, E., & Jing, H. (2003). Discourse segmentation of multi-party conversation. In Proceedings of the association for computational linguistics."},{"key":"5417_CR50","volume-title":"Proceedings of the association for computational linguistics","author":"M. Galley","year":"2004","unstructured":"Galley, M., McKeown, K., Hirschberg, J., & Shriberg, E. (2004). Identifying agreement and disagreement in conversational speech: use of Bayesian networks to model pragmatic dependencies. In Proceedings of the association for computational linguistics."},{"key":"5417_CR51","volume-title":"Proceedings of advances in neural information processing systems","author":"M. Gardner","year":"2010","unstructured":"Gardner, M., Lutes, J., Lund, J., Hansen, J., Walker, D., Ringger, E., & Seppi, K. (2010). The topic browser: an interactive tool for browsing topic models. In Proceedings of advances in neural information processing systems."},{"issue":"1","key":"5417_CR52","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jmp.2011.08.004","volume":"56","author":"S. J. Gershman","year":"2012","unstructured":"Gershman, S. J., & Blei, D. M. (2012). A\u00a0tutorial on Bayesian nonparametric models. Journal of Mathematical Psychology, 56(1), 1\u201312.","journal-title":"Journal of Mathematical Psychology"},{"key":"5417_CR53","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1017\/CBO9780511663673.001","volume-title":"Contexts of accommodation: developments in applied socio-linguistics","author":"H. Giles","year":"1991","unstructured":"Giles, H., Coupland, N., & Coupland, J. (1991). Accommodation theory: communication, context, and consequence. In H. Giles, N. Coupland, & J. Coupland (Eds.), Contexts of accommodation: developments in applied socio-linguistics (pp.\u00a01\u201368). Cambridge: Cambridge University Press."},{"key":"5417_CR54","volume-title":"NAACL","author":"S. Greene","year":"2009","unstructured":"Greene, S., & Resnik, P. (2009). More than words: syntactic packaging and implicit sentiment. In NAACL."},{"issue":"1","key":"5417_CR55","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1093\/pan\/mpp034","volume":"18","author":"J. Grimmer","year":"2009","unstructured":"Grimmer, J. (2009). A\u00a0Bayesian hierarchical topic model for political texts: measuring expressed agendas in senate press releases. Political Analysis, 18(1), 1\u201335.","journal-title":"Political Analysis"},{"key":"5417_CR56","volume-title":"Cohesion in English","author":"M. Halliday","year":"1976","unstructured":"Halliday, M., & Hasan, R. (1976). Cohesion in English. New York: Longman."},{"key":"5417_CR57","volume-title":"Persuasion: advances through meta-analysis","author":"M. A. Hamilton","year":"1998","unstructured":"Hamilton, M. A., & Hunter, J. E. (1998). The effect of language intensity on receiver evaluations of message, source, and topic. In Persuasion: advances through meta-analysis."},{"key":"5417_CR58","volume-title":"Proceedings of empirical methods in natural language processing","author":"E. Hardisty","year":"2010","unstructured":"Hardisty, E., Boyd-Graber, J., & Resnik, P. (2010). Modeling perspective using adaptor grammars. In Proceedings of empirical methods in natural language processing."},{"issue":"8","key":"5417_CR59","doi-asserted-by":"crossref","first-page":"1607","DOI":"10.1002\/asi.21087","volume":"60","author":"T. Hawes","year":"2009","unstructured":"Hawes, T., Lin, J., & Resnik, P. (2009). Elements of a computational model for multi-party discourse: the turn-taking behavior of supreme court justices. Journal of the American Society for Information Science and Technology, 60(8), 1607\u20131615.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"1","key":"5417_CR60","first-page":"33","volume":"23","author":"M. A. Hearst","year":"1997","unstructured":"Hearst, M. A. (1997). TextTiling: Segmenting text into multi-paragraph subtopic passages. Computational Linguistics, 23(1), 33\u201364.","journal-title":"Computational Linguistics"},{"issue":"3","key":"5417_CR61","first-page":"501","volume":"19","author":"J. Hirschberg","year":"1993","unstructured":"Hirschberg, J., & Litman, D. (1993). Empirical studies on the disambiguation of cue phrases. Computational Linguistics, 19(3), 501\u2013530.","journal-title":"Computational Linguistics"},{"key":"5417_CR62","volume-title":"Proceedings of the conference on digital audio effects","author":"M. D. Hoffman","year":"2009","unstructured":"Hoffman, M. D., Blei, D. M., & Cook, P. R. (2009). Finding latent sources in recorded music with a shift-invariant hdp. In Proceedings of the conference on digital audio effects."},{"key":"5417_CR63","unstructured":"Horton, S. (2008). The Ifill factor. Harpers Magazine. http:\/\/harpers.org\/archive\/2008\/10\/hbc-90003659 ."},{"key":"5417_CR64","volume-title":"Proceedings of the European chapter of the association for computational linguistics","author":"P. Hsueh","year":"2006","unstructured":"Hsueh, P., Moore, J. D., & Renals, S. (2006). Automatic segmentation of multiparty dialogue. In Proceedings of the European chapter of the association for computational linguistics."},{"key":"5417_CR65","volume-title":"Proceedings of the association for computational linguistics","author":"Y. Hu","year":"2011","unstructured":"Hu, Y., Boyd-Graber, J., & Satinoff, B. (2011). Interactive topic modeling. In Proceedings of the association for computational linguistics."},{"issue":"4","key":"5417_CR66","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1111\/j.1468-2958.2010.01390.x","volume":"36","author":"D. Huffaker","year":"2010","unstructured":"Huffaker, D. (2010). Dimensions of leadership and social influence in online communities. Human Communication Research, 36(4), 593\u2013617.","journal-title":"Human Communication Research"},{"issue":"4","key":"5417_CR67","doi-asserted-by":"crossref","first-page":"847","DOI":"10.1109\/TASL.2010.2066267","volume":"19","author":"H. Hung","year":"2011","unstructured":"Hung, H., Huang, Y., Friedland, G., & Gatica-Perez, D. (2011). Estimating dominance in multi-party meetings using speaker diarization. Transactions on Audio, Speech, and Language Processing, 19(4), 847\u2013860.","journal-title":"Transactions on Audio, Speech, and Language Processing"},{"issue":"1","key":"5417_CR68","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1177\/0956797610392928","volume":"22","author":"M. E. Ireland","year":"2011","unstructured":"Ireland, M. E., Slatcher, R. B., Eastwick, P. W., Scissors, L. E., Finkel, E. J., & Pennebaker, J. W. (2011). Language style matching predicts relationship initiation and stability. Psychological Science, 22(1), 39\u201344.","journal-title":"Psychological Science"},{"key":"5417_CR69","volume-title":"IEEE international conference on acoustics, speech, and signal processing","author":"A. Janin","year":"2003","unstructured":"Janin, A., Baron, D., Edwards, J., Ellis, D., Gelbart, D., Morgan, N., Peskin, B., Pfau, T., Shriberg, E., Stolcke, A., & Wooters, C. (2003). The ICSI meeting corpus. In IEEE international conference on acoustics, speech, and signal processing."},{"issue":"3","key":"5417_CR70","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1109\/TASL.2008.2008238","volume":"17","author":"D. B. Jayagopi","year":"2009","unstructured":"Jayagopi, D. B., Hung, H., Yeo, C., & Gatica-Perez, D. (2009). Modeling dominance in group conversations using nonverbal activity cues. Transactions on Audio, Speech, and Language Processing, 17(3), 501\u2013513.","journal-title":"Transactions on Audio, Speech, and Language Processing"},{"key":"5417_CR71","volume-title":"Proceedings of the association for computational linguistics","author":"M. Johnson","year":"2010","unstructured":"Johnson, M. (2010). PCFGs, topic models, adaptor grammars and learning topical collocations and the structure of proper names. In Proceedings of the association for computational linguistics."},{"key":"5417_CR72","series-title":"Foundations of communications research","volume-title":"Personal influence: the part played by people in the flow of mass communications","author":"E. Katz","year":"1955","unstructured":"Katz, E., & Lazarsfeld, P. F. (1955). Personal influence: the part played by people in the flow of mass communications. Foundations of communications research. New York: Free Press."},{"issue":"3","key":"5417_CR73","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1177\/0261927X04266811","volume":"23","author":"K. Kellermann","year":"2004","unstructured":"Kellermann, K. (2004). Topical profiling: emergent, co-occurring, and relationally defining topics in talk. Journal of Language and Social Psychology, 23(3), 308\u2013337.","journal-title":"Journal of Language and Social Psychology"},{"key":"5417_CR74","first-page":"49","volume-title":"SLT","author":"A. Marin","year":"2010","unstructured":"Marin, A., Ostendorf, M., Zhang, B., Morgan, J. T., Oxley, M., Zachry, M., & Bender, E. M. (2010). Detecting authority bids in online discussions. In SLT (pp.\u00a049\u201354)."},{"issue":"3","key":"5417_CR75","first-page":"420","volume":"28","author":"M. S. Mast","year":"2002","unstructured":"Mast, M. S. (2002). Dominance as expressed and inferred through speaking time. Human Communication Research, 28(3), 420\u2013450.","journal-title":"Human Communication Research"},{"key":"5417_CR76","first-page":"1","volume-title":"Media effects: advances in theory and research","author":"M. McCombs","year":"2009","unstructured":"McCombs, M., & Reynolds, A. (2009). How the news shapes our civic agenda. In J. Bryant & M. B. Oliver (Eds.), Media effects: advances in theory and research (pp.\u00a01\u201316). Lawrence Erlbaum."},{"key":"5417_CR77","first-page":"506","volume-title":"Proceedings of uncertainty in artificial intelligence","author":"D. M. Mimno","year":"2011","unstructured":"Mimno, D. M. (2011). Reconstructing Pompeian households. In Proceedings of uncertainty in artificial intelligence (pp.\u00a0506\u2013513)."},{"key":"5417_CR78","volume-title":"Proceedings of empirical methods in natural language processing","author":"D. Mimno","year":"2009","unstructured":"Mimno, D., Wallach, H., Naradowsky, J., Smith, D., & McCallum, A. (2009). Polylingual topic models. In Proceedings of empirical methods in natural language processing."},{"issue":"1","key":"5417_CR79","first-page":"21","volume":"17","author":"J. Morris","year":"1991","unstructured":"Morris, J., & Hirst, G. (1991). Lexical cohesion computed by thesaural relations as an indicator of the structure of text. Computational Linguistics, 17(1), 21\u201348.","journal-title":"Computational Linguistics"},{"issue":"1","key":"5417_CR80","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1214\/088342304000000017","volume":"19","author":"P. M\u00fcller","year":"2004","unstructured":"M\u00fcller, P., & Quintana, F. A. (2004). Nonparametric Bayesian data analysis. Statistical Science, 19(1), 95\u2013110.","journal-title":"Statistical Science"},{"key":"5417_CR81","volume-title":"European conference on speech communication and technology","author":"G. Murray","year":"2005","unstructured":"Murray, G., Renals, S., & Carletta, J. (2005). Extractive summarization of meeting recordings. In European conference on speech communication and technology."},{"issue":"2","key":"5417_CR82","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1080\/10618600.2000.10474879","volume":"9","author":"R. M. Neal","year":"2000","unstructured":"Neal, R. M. (2000). Markov chain sampling methods for Dirichlet process mixture models. Journal of Computational and Graphical Statistics, 9(2), 249\u2013265.","journal-title":"Journal of Computational and Graphical Statistics"},{"key":"5417_CR83","doi-asserted-by":"crossref","first-page":"705","DOI":"10.1214\/aos\/1056562461","volume":"31","author":"R. M. Neal","year":"2003","unstructured":"Neal, R. M. (2003). Slice sampling. The Annals of Statistics, 31, 705\u2013767.","journal-title":"The Annals of Statistics"},{"key":"5417_CR84","volume-title":"Power in language: verbal communication and social influence. language and language behaviors","author":"S. H. Ng","year":"1993","unstructured":"Ng, S. H., & Bradac, J. J. (1993). Power in language: verbal communication and social influence. language and language behaviors. Thousand Oaks: Sage Publications."},{"issue":"3","key":"5417_CR85","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1111\/j.2044-8309.1993.tb01000.x","volume":"32","author":"S. H. Ng","year":"1993","unstructured":"Ng, S. H., Bell, D., & Brooke, M. (1993). Gaining turns and achieving high influence ranking in small conversational groups. British Journal of Social Psychology, 32(3), 265\u2013275.","journal-title":"British Journal of Social Psychology"},{"key":"5417_CR86","volume-title":"Proceedings of the association for computational linguistics","author":"V. A. Nguyen","year":"2012","unstructured":"Nguyen, V. A., Boyd-Graber, J., & Resnik, P. (2012). SITS: a hierarchical nonparametric model using speaker identity for topic segmentation in multiparty conversations. In Proceedings of the association for computational linguistics."},{"key":"5417_CR87","volume-title":"Proceedings of the human language technology conference","author":"A. Olney","year":"2005","unstructured":"Olney, A., & Cai, Z. (2005). An orthonormal basis for topic segmentation in tutorial dialogue. In Proceedings of the human language technology conference."},{"key":"5417_CR88","volume-title":"International conference on human factors in computing systems","author":"K. Otsuka","year":"2006","unstructured":"Otsuka, K., Yamato, J., Takemae, Y., & Murase, H. (2006). Quantifying interpersonal influence in face-to-face conversations based on visual attention patterns. In International conference on human factors in computing systems."},{"issue":"1","key":"5417_CR89","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/03637758909390246","volume":"56","author":"M. T. Palmer","year":"1989","unstructured":"Palmer, M. T. (1989). Controlling conversations: turns, topics and interpersonal control. Communication Monographs, 56(1), 1\u201318.","journal-title":"Communication Monographs"},{"key":"5417_CR90","doi-asserted-by":"crossref","DOI":"10.1561\/9781601981516","volume-title":"Opinion mining and sentiment analysis","author":"B. Pang","year":"2008","unstructured":"Pang, B., & Lee, L. (2008). Opinion mining and sentiment analysis. Hanover: Now Publishers."},{"issue":"1","key":"5417_CR91","first-page":"103","volume":"23","author":"R. J. Passonneau","year":"1997","unstructured":"Passonneau, R. J., & Litman, D. J. (1997). Discourse segmentation by human and automated means. Computational Linguistics, 23(1), 103\u2013139.","journal-title":"Computational Linguistics"},{"key":"5417_CR92","unstructured":"Paul, R. (2007). Political power and the rule of law. Texas Straight Talk. http:\/\/www.lewrockwell.com\/paul\/paul366.html ."},{"key":"5417_CR93","volume-title":"Association for the advancement of artificial intelligence","author":"M. Paul","year":"2010","unstructured":"Paul, M., & Girju, R. (2010). A two-dimensional topic-aspect model for discovering multi-faceted topics. In Association for the advancement of artificial intelligence."},{"key":"5417_CR94","first-page":"495","volume-title":"ECCV","author":"O. Pele","year":"2008","unstructured":"Pele, O., & Werman, M. (2008). A linear time histogram metric for improved sift matching. In ECCV (pp.\u00a0495\u2013508)."},{"key":"5417_CR95","volume-title":"International conference on computer vision","author":"O. Pele","year":"2009","unstructured":"Pele, O., & Werman, M. (2009). Fast and robust earth mover\u2019s distances. In International conference on computer vision."},{"issue":"1","key":"5417_CR96","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1162\/089120102317341756","volume":"28","author":"L. Pevzner","year":"2002","unstructured":"Pevzner, L., & Hearst, M. A. (2002). A\u00a0critique and improvement of an evaluation metric for text segmentation. Computational Linguistics, 28(1), 19\u201336.","journal-title":"Computational Linguistics"},{"key":"5417_CR97","first-page":"237","volume-title":"Communication yearbook 4","author":"S. Planalp","year":"1980","unstructured":"Planalp, S., & Tracy, K. (1980). Not to change the topic but \u2026: a cognitive approach to the management of conversations. In Communication yearbook 4, New Brunswick (pp.\u00a0237\u2013258)."},{"key":"5417_CR98","volume-title":"Spoken language understanding: systems for extracting semantic information from speech","author":"M. Purver","year":"2011","unstructured":"Purver, M. (2011). Topic segmentation. In Spoken language understanding: systems for extracting semantic information from speech."},{"key":"5417_CR99","volume-title":"Proceedings of the association for computational linguistics","author":"M. Purver","year":"2006","unstructured":"Purver, M., K\u00f6rding, K., Griffiths, T. L., & Tenenbaum, J. (2006). Unsupervised topic modelling for multi-party spoken discourse. In Proceedings of the association for computational linguistics."},{"issue":"1","key":"5417_CR100","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1080\/00224545.1973.9922575","volume":"89","author":"R. Regula","year":"1973","unstructured":"Regula, R., & Julian, W. (1973). The impact of quality and frequency of task contributions on perceived ability. The Journal of Social Psychology, 89(1), 115\u2013122.","journal-title":"The Journal of Social Psychology"},{"issue":"1","key":"5417_CR101","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1002\/(SICI)1099-0992(200001\/02)30:1<83::AID-EJSP983>3.0.CO;2-I","volume":"30","author":"S. A. Reid","year":"2000","unstructured":"Reid, S. A., & Ng, S. H. (2000). Conversation as a resource for influence: evidence for prototypical arguments and social identification processes. European Journal of Social Psychology, 30(1), 83\u2013100.","journal-title":"European Journal of Social Psychology"},{"key":"5417_CR102","volume-title":"Proceedings of the international conference of machine learning","author":"L. Ren","year":"2008","unstructured":"Ren, L., Dunson, D. B., & Carin, L. (2008). The dynamic hierarchical Dirichlet process. In Proceedings of the international conference of machine learning."},{"key":"5417_CR103","unstructured":"Resnik, P., & Hardisty, E. (2010). Gibbs sampling for the uninitiated (Tech. Rep. UMIACS-TR-2010-04). University of Maryland. http:\/\/drum.lib.umd.edu\/\/handle\/1903\/10058 ."},{"key":"5417_CR104","volume-title":"Proceedings of the 2nd joint workshop on multimodal interaction and related machine learning algorithms","author":"R. Rienks","year":"2005","unstructured":"Rienks, R., & Heylen, D. (2005). Dominance detection in meetings using easily obtainable features. In Proceedings of the 2nd joint workshop on multimodal interaction and related machine learning algorithms."},{"key":"5417_CR105","volume-title":"Proceedings of the international conference on multimodal interfaces, ICMI \u201906","author":"R. Rienks","year":"2006","unstructured":"Rienks, R., Zhang, D., Gatica-Perez, D., & Post, W. (2006). Detection and application of influence rankings in small group meetings. In Proceedings of the international conference on multimodal interfaces, ICMI \u201906."},{"issue":"2","key":"5417_CR106","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1023\/A:1026543900054","volume":"40","author":"Y. Rubner","year":"2000","unstructured":"Rubner, Y., Tomasi, C., & Guibas, L. J. (2000). The earth mover\u2019s distance as a metric for image retrieval. International Journal of Computer Vision, 40(2), 99\u2013121.","journal-title":"International Journal of Computer Vision"},{"key":"5417_CR107","volume-title":"North American association of computational linguistics","author":"A. B. Sayeed","year":"2012","unstructured":"Sayeed, A. B., Boyd-Graber, J., Rusk, B., & Weinberg, A. (2012). Grammatical structures for word-level sentiment detection. In North American association of computational linguistics."},{"issue":"1","key":"5417_CR108","doi-asserted-by":"crossref","first-page":"128","DOI":"10.2307\/3172498","volume":"29","author":"L. K. Scheer","year":"1992","unstructured":"Scheer, L. K., & Stern, L. W. (1992). The effect of influence type and performance outcomes on attitude toward the influencer. Journal of Marketing Research, 29(1), 128\u2013142.","journal-title":"Journal of Marketing Research"},{"issue":"4","key":"5417_CR109","doi-asserted-by":"crossref","first-page":"316","DOI":"10.2307\/3033497","volume":"39","author":"B. R. Schlenker","year":"1976","unstructured":"Schlenker, B. R., Nacci, P., Helm, B., & Tedeschi, J. T. (1976). Reactions to coercive and reward power: the effects of switching influence modes on target compliance. Sociometry, 39(4), 316\u2013323.","journal-title":"Sociometry"},{"key":"5417_CR110","first-page":"403","volume":"5","author":"R. M. Sorrentino","year":"1972","unstructured":"Sorrentino, R. M., & Boutiller, R. G. (1972). The effect of quantity and quality of verbal interaction on ratings of leadership ability. Journal of Experimental Social Psychology, 5, 403\u2013411.","journal-title":"Journal of Experimental Social Psychology"},{"issue":"3","key":"5417_CR111","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1037\/h0034940","volume":"27","author":"D. J. Stang","year":"1973","unstructured":"Stang, D. J. (1973). Effect of interaction rate on ratings of leadership and liking. Journal of Personality and Social Psychology, 27(3), 405\u2013408.","journal-title":"Journal of Personality and Social Psychology"},{"key":"5417_CR112","volume-title":"Proceedings of the association for computational linguistics","author":"Y. W. Teh","year":"2006","unstructured":"Teh, Y. W. (2006). A hierarchical Bayesian language model based on Pitman-Yor processes. In Proceedings of the association for computational linguistics."},{"issue":"476","key":"5417_CR113","doi-asserted-by":"crossref","first-page":"1566","DOI":"10.1198\/016214506000000302","volume":"101","author":"Y. W. Teh","year":"2006","unstructured":"Teh, Y. W., Jordan, M. I., Beal, M. J., & Blei, D. M. (2006). Hierarchical Dirichlet processes. Journal of the American Statistical Association, 101(476), 1566\u20131581.","journal-title":"Journal of the American Statistical Association"},{"key":"5417_CR114","volume-title":"Proceedings of empirical methods in natural language processing","author":"M. Thomas","year":"2006","unstructured":"Thomas, M., Pang, B., & Lee, L. (2006). Get out the vote: determining support or opposition from congressional floor-debate transcripts. In Proceedings of empirical methods in natural language processing."},{"issue":"4","key":"5417_CR115","doi-asserted-by":"crossref","first-page":"968","DOI":"10.1177\/107769900508200413","volume":"82","author":"K. D. Trammell","year":"2005","unstructured":"Trammell, K. D., & Keshelashvili, A. (2005). Examining the new influencers: a self-presentation study of a-list blogs. Journalism & Mass Communication Quarterly, 82(4), 968\u2013982.","journal-title":"Journalism & Mass Communication Quarterly"},{"issue":"6","key":"5417_CR116","doi-asserted-by":"crossref","first-page":"1601","DOI":"10.1109\/TASL.2009.2038810","volume":"18","author":"G. Tur","year":"2010","unstructured":"Tur, G., Stolcke, A., Voss, L., Peters, S., Hakkani-T\u00fcr, D., Dowding, J., Favre, B., Fern\u00e1ndez, R., Frampton, M., Frandsen, M., Frederickson, C., Graciarena, M., Kintzing, D., Leveque, K., Mason, S., Niekrasz, J., Purver, M., Riedhammer, K., Shriberg, E., Tien, J., Vergyri, D., & Yang, F. (2010). The CALO meeting assistant system. Transactions on Audio, Speech, and Language Processing, 18(6), 1601\u20131611.","journal-title":"Transactions on Audio, Speech, and Language Processing"},{"key":"5417_CR117","volume-title":"Proceedings of the international conference of machine learning","author":"H. M. Wallach","year":"2006","unstructured":"Wallach, H. M. (2006). Topic modeling: beyond bag-of-words. In Proceedings of the international conference of machine learning."},{"key":"5417_CR118","unstructured":"Wallach, H. M. (2008). Structured topic models for language. Ph.D. thesis, University of Cambridge."},{"key":"5417_CR119","volume-title":"Proceedings of uncertainty in artificial intelligence","author":"C. Wang","year":"2008","unstructured":"Wang, C., Blei, D. M., & Heckerman, D. (2008). Continuous time dynamic topic models. In Proceedings of uncertainty in artificial intelligence."},{"key":"5417_CR120","series-title":"Suny series in human communication processes","volume-title":"The influentials: people who influence people","author":"G. Weimann","year":"1994","unstructured":"Weimann, G. (1994). The influentials: people who influence people. Suny series in human communication processes. Albany: State University of New York Press."},{"key":"5417_CR121","volume-title":"Proceedings of world wide web conference","author":"K. Zhai","year":"2012","unstructured":"Zhai, K., Boyd-Graber, J., Asadi, N., & Alkhouja, M. (2012). Mr. LDA: a flexible large scale topic modeling package using variational inference in mapreduce. In Proceedings of world wide web conference."},{"key":"5417_CR122","volume-title":"Proceedings of advances in neural information processing systems","author":"D. Zhang","year":"2005","unstructured":"Zhang, D., Gatica-Perez, D., Bengio, S., & Roy, D. (2005). Learning influence among interacting Markov chains. In Proceedings of advances in neural information processing systems."}],"container-title":["Machine Learning"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10994-013-5417-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10994-013-5417-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10994-013-5417-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,18]],"date-time":"2024-05-18T20:47:18Z","timestamp":1716065238000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10994-013-5417-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,10,23]]},"references-count":122,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2014,6]]}},"alternative-id":["5417"],"URL":"https:\/\/doi.org\/10.1007\/s10994-013-5417-9","relation":{},"ISSN":["0885-6125","1573-0565"],"issn-type":[{"value":"0885-6125","type":"print"},{"value":"1573-0565","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,10,23]]}}}