{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,3]],"date-time":"2025-06-03T06:04:07Z","timestamp":1748930647017},"publisher-location":"Cham","reference-count":11,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319252513"},{"type":"electronic","value":"9783319252520"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[[2015]]},"DOI":"10.1007\/978-3-319-25252-0_18","type":"book-chapter","created":{"date-parts":[[2015,11,2]],"date-time":"2015-11-02T10:58:36Z","timestamp":1446461916000},"page":"171-179","source":"Crossref","is-referenced-by-count":2,"title":["Ontology-Based Topic Labeling and Quality Prediction"],"prefix":"10.1007","author":[{"given":"Heidar","family":"Davoudi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aijun","family":"An","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,12,30]]},"reference":[{"key":"18_CR1","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."},{"key":"18_CR2","doi-asserted-by":"crossref","unstructured":"Mei, Q., Shen, X., Zhai, C.: Automatic labeling of multinomial topic models. In: Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 490\u2013499. ACM (2007)","DOI":"10.1145\/1281192.1281246"},{"key":"18_CR3","unstructured":"Lau, J.H., Grieser, K., Newman, D., Baldwin, T.: Automatic labelling of topic models. In: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, vol. 1, pp. 1536\u20131545. Association for Computational Linguistics (2011)"},{"key":"18_CR4","doi-asserted-by":"crossref","unstructured":"Magatti, D., Calegari, S., Ciucci, D., Stella, F.: Automatic labeling of topics. In: 2009 Ninth International Conference on Intelligent Systems Design and Applications. ISDA\u201909, pp. 1227\u20131232. IEEE (2009)","DOI":"10.1109\/ISDA.2009.165"},{"key":"18_CR5","unstructured":"Chuang, J., Gupta, S., Manning, C., Heer, J.: Topic model diagnostics: assessing domain relevance via topical alignment. In: Proceedings of the 30th International Conference on Machine Learning (ICML-13), pp. 612\u2013620 (2013)"},{"key":"18_CR6","unstructured":"Mimno, D., Wallach, H.M., Talley, E., Leenders, M., McCallum, A.: Optimizing semantic coherence in topic models. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing, pp. 262\u2013272. Association for Computational Linguistics (2011)"},{"key":"18_CR7","doi-asserted-by":"crossref","unstructured":"Newman, D., Noh, Y., Talley, E., Karimi, S., Baldwin, T.: Evaluating topic models for digital libraries. In: Proceedings of the 10th Annual Joint Conference on Digital Libraries, pp. 215\u2013224. ACM (2010)","DOI":"10.1145\/1816123.1816156"},{"key":"18_CR8","unstructured":"Musat, C., Velcin, J., Trausan-Matu, S., Rizoiu, M.A.: Improving topic evaluation using conceptual knowledge. In: 22nd International Joint Conference on Artificial Intelligence (IJCAI), vol. 3, pp. 1866\u20131871 (2011)"},{"key":"18_CR9","unstructured":"Newman, D., Lau, J.H., Grieser, K., Baldwin, T.: Automatic evaluation of topic coherence. In: Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, pp. 100\u2013108. Association for Computational Linguistics (2010)"},{"key":"18_CR10","volume-title":"Machine learning: a probabilistic perspective","author":"KP Murphy","year":"2012","unstructured":"Murphy, K.P.: Machine learning: a probabilistic perspective. MIT Press, Cambridge (2012)"},{"key":"18_CR11","unstructured":"McCallum, A.K.: Mallet: a machine learning for language toolkit (2002). \n                      http:\/\/mallet.cs.umass.edu"}],"container-title":["Lecture Notes in Computer Science","Foundations of Intelligent Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-25252-0_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,31]],"date-time":"2019-05-31T08:03:19Z","timestamp":1559289799000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-25252-0_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319252513","9783319252520"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-25252-0_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]}}}