{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,14]],"date-time":"2025-03-14T04:28:32Z","timestamp":1741926512396,"version":"3.38.0"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642249648"},{"type":"electronic","value":"9783642249655"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"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":[[2011]]},"DOI":"10.1007\/978-3-642-24965-5_16","type":"book-chapter","created":{"date-parts":[[2011,11,10]],"date-time":"2011-11-10T18:56:48Z","timestamp":1320951408000},"page":"139-147","source":"Crossref","is-referenced-by-count":5,"title":["Topic Modeling of Chinese Language Using Character-Word Relations"],"prefix":"10.1007","author":[{"given":"Qi","family":"Zhao","sequence":"first","affiliation":[]},{"given":"Zengchang","family":"Qin","sequence":"additional","affiliation":[]},{"given":"Tao","family":"Wan","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"16_CR1","volume-title":"Pattern Recognition and Machine Learning","author":"M.C. Bishop","year":"2006","unstructured":"Bishop, M.C.: Pattern Recognition and Machine Learning. Springer, Heidelberg (2006)"},{"key":"16_CR2","doi-asserted-by":"crossref","unstructured":"Blei, D.M., Lafferty, J.D.: Topic Models. In: Srivastava, A., Sahami, M. (eds.) Text Mining: Classification, Clustering, and Applications. Data Mining and Knowledge Discovery Series. Chapman & Hall\/CRC (2009)","DOI":"10.1201\/9781420059458.ch4"},{"key":"16_CR3","first-page":"993","volume":"3","author":"D.M. Blei","year":"2003","unstructured":"Blei, D.M., Ng, A., Jordan, M.I.: Latent Dirichlet Allocation. Journal of Machine Learning Research\u00a03, 993\u20131022 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"16_CR4","volume-title":"Markov Chain Monte Carlo in Practice","author":"W.R. Gilks","year":"1996","unstructured":"Gilks, W.R., Richardson, S., Spiegelhalter, D.J.: Markov Chain Monte Carlo in Practice. Chapman & Hall, NewYork (1996)"},{"key":"16_CR5","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 Science\u00a0101, 5228\u20135235 (2004)","journal-title":"Proceedings of the National Academy of Science"},{"key":"16_CR6","unstructured":"Heinrich, G.: Parameter estimation for text analysis. Technical report, Fraunhofer IGD (2009)"},{"key":"16_CR7","doi-asserted-by":"crossref","unstructured":"Huang, Z., Thint, M., Qin, Z.: Question Classification using Head Words and their Hypernyms. In: Proceedings of EMNLP, pp. 927\u2013936 (2008)","DOI":"10.3115\/1613715.1613835"},{"key":"16_CR8","unstructured":"Minka, T.: Estimating a Dirichlet distribution (2000)"},{"key":"16_CR9","unstructured":"Petterson, J., Smola, A., Caetano, T., Buntine, W., Narayanamurthy, S.: Word Feature for Latent Dirichlet Allocation. In: Proceedings of Neural Information Processing Systems (2010)"},{"key":"16_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1007\/978-3-642-02568-6_11","volume-title":"Next-Generation Applied Intelligence","author":"Z. Qin","year":"2009","unstructured":"Qin, Z., Thint, M., Huang, Z.: Ranking Answers by Hierarchical Topic Models. In: Chien, B.-C., Hong, T.-P., Chen, S.-M., Ali, M. (eds.) IEA\/AIE 2009. LNCS, vol.\u00a05579, pp. 103\u2013112. Springer, Heidelberg (2009)"},{"key":"16_CR11","unstructured":"Wallach, H., Mimno, D., McCallum, A.: Rethinking LDA: Why Priors Matter. In: Proceedings of the 23rd Annual Conference on Neural Information Processing Systems (2009)"},{"key":"16_CR12","doi-asserted-by":"crossref","unstructured":"Wu, Y., Ding, Y., Wang, X., Xu, J.: A comparative study of topic models for topic clustering of Chinese web news. In: Computer Science and Information Technology (ICCSIT), vol.\u00a05, pp. 236\u2013240 (2010)","DOI":"10.1109\/ICCSIT.2010.5564723"},{"key":"16_CR13","first-page":"3","volume":"1","author":"T.Q. Xu","year":"2001","unstructured":"Xu, T.Q.: Fundamental structural principles of Chinese semantic syntax in terms of Chinese Characters. Applied Linguistics\u00a01, 3\u201313 (2001) (in Chinese)","journal-title":"Applied Linguistics"},{"key":"16_CR14","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Qin, Z.: A topic model of Observing Chinese Characters. In: Proceedings of the 2nd International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC), pp. 7\u201310 (2010)","DOI":"10.1109\/IHMSC.2010.99"},{"key":"16_CR15","doi-asserted-by":"crossref","unstructured":"Zhao, Q., Qin, Z.: What is the Basic Semantic Unit of Chinese Language? A Computational Approach Based on Topic Models. In: Proceedings of Meeting on Mathematics of Language (MOL 2011), pp. 7\u201310 (to appear, 2011)","DOI":"10.1007\/978-3-642-23211-4_9"},{"key":"16_CR16","unstructured":"http:\/\/en.wikipedia.org\/wiki\/Chinese_language"}],"container-title":["Lecture Notes in Computer Science","Neural Information Processing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-24965-5_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,13]],"date-time":"2025-03-13T23:55:08Z","timestamp":1741910108000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-24965-5_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642249648","9783642249655"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-24965-5_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}