{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T21:31:40Z","timestamp":1767648700494,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642384561"},{"type":"electronic","value":"9783642384578"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-38457-8_29","type":"book-chapter","created":{"date-parts":[[2013,5,6]],"date-time":"2013-05-06T20:57:34Z","timestamp":1367873854000},"page":"293-300","source":"Crossref","is-referenced-by-count":7,"title":["General Topic Annotation in Social Networks: A Latent Dirichlet Allocation Approach"],"prefix":"10.1007","author":[{"given":"Amir H.","family":"Razavi","sequence":"first","affiliation":[]},{"given":"Diana","family":"Inkpen","sequence":"additional","affiliation":[]},{"given":"Dmitry","family":"Brusilovsky","sequence":"additional","affiliation":[]},{"given":"Lana","family":"Bogouslavski","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"29_CR1","first-page":"993","volume":"3","author":"D. Blei","year":"2003","unstructured":"Blei, D., Ng, A., Jordan, M.: Latent Dirichlet allocation. Journal of Machine Learning Research\u00a03, 993\u20131022 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"29_CR2","doi-asserted-by":"crossref","unstructured":"Teh, Y.-W., Newman, D., Welling, M.: A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation. In: Procs. NIPS (2006)","DOI":"10.21236\/ADA629956"},{"key":"29_CR3","doi-asserted-by":"publisher","first-page":"5228","DOI":"10.1073\/pnas.0307752101","volume":"101","author":"T.L. Griffiths","year":"2004","unstructured":"Griffiths, T.L., Steyvers, M.: Finding scientific topics. Proceedings of the National Academy of Sciences\u00a0101, 5228\u20135235 (2004)","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"29_CR4","unstructured":"Minka, T., Lafferty, J.: Expectation propagation for the generative aspect model. In: Proceedings of UAI (2002)"},{"key":"29_CR5","doi-asserted-by":"crossref","unstructured":"Wang, X., McCallum, A.: Topics over time: A non-markov continuous-time model of topical trends. In: Proceedings of KDD (2006)","DOI":"10.1145\/1150402.1150450"},{"key":"29_CR6","unstructured":"Blei, D.M., McAulie, J.: Supervised topic models. In: Procs. of NIPS (2007)"},{"key":"29_CR7","doi-asserted-by":"crossref","unstructured":"Li, W., McCallum, A.: Pachinko allocation: Dag-structured mixture models of topic correlations. In: ICML (2006)","DOI":"10.1145\/1143844.1143917"},{"key":"29_CR8","unstructured":"Hoffman, M., Blei, D., Bach, F.: Online learning for latent Dirichlet allocation. In: Proceedings of NIPS (2010)"},{"key":"29_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"475","DOI":"10.1007\/978-3-642-23808-6_31","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"M. Wahabzada","year":"2011","unstructured":"Wahabzada, M., Kersting, K.: Larger residuals, less work: Active document scheduling for latent dirichlet allocation. In: Gunopulos, D., Hofmann, T., Malerba, D., Vazirgiannis, M. (eds.) ECML PKDD 2011, Part III. LNCS, vol.\u00a06913, pp. 475\u2013490. Springer, Heidelberg (2011)"},{"key":"29_CR10","unstructured":"Heinrich, G.: Parameter estimation for text analysis, Technical Report (For further information please refer to JGibbLDA at: \n                    \n                      http:\/\/jgibblda.sourceforge.net\/\n                    \n                    \n                  )"},{"key":"29_CR11","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1613\/jair.953","volume":"16","author":"N.V. Chawla","year":"2002","unstructured":"Chawla, N.V., Bowyer, K.W., Hall, L.O., Kegelmeyer, W.P.: Synthetic Minority Over-sampling Technique. Journal of Artificial Intelligence Research\u00a016, 321\u2013357 (2002)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"29_CR12","doi-asserted-by":"crossref","unstructured":"Wang, A., Hoang, C.D.V., Kan, M.-Y.: Perspectives on crowdsourcing annotations for natural language processing. Language Resources and Evaluation, 1\u201323 (2012)","DOI":"10.1007\/s10579-012-9176-1"},{"key":"29_CR13","doi-asserted-by":"crossref","unstructured":"Ferschke, O., Daxenberger, J., Gurevych, I.: A Survey of NLP Methods and Resources for Analyzing the Collaborative Writing Process in Wikipedia (2012)","DOI":"10.1007\/978-3-642-35085-6_5"},{"key":"29_CR14","unstructured":"Fleischmann, K.R., Templeton, C., Boyd-Graber, J., Cheng, A.-S., Oard, D.W., Ishita, E., Koepfler, J.A., Wallace, W.A.: Explaining Sentiment Polarity: Automatic Detection of Human Values in Texts (2012) (to appear)"}],"container-title":["Lecture Notes in Computer Science","Advances in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-38457-8_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T21:44:15Z","timestamp":1558302255000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-38457-8_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642384561","9783642384578"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-38457-8_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}