{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,5]],"date-time":"2025-04-05T05:10:05Z","timestamp":1743829805936,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642319181"},{"type":"electronic","value":"9783642319198"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-31919-8_40","type":"book-chapter","created":{"date-parts":[[2012,7,21]],"date-time":"2012-07-21T02:42:36Z","timestamp":1342838556000},"page":"309-317","source":"Crossref","is-referenced-by-count":0,"title":["A Hybrid Semi-supervised Topic Model"],"prefix":"10.1007","author":[{"given":"Yanning","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Wei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"40_CR1","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic Latent Semantic Indexing. In: International SIGIR Conference on Research and Development in Information Retrieval, Berkeley, CA, USA, pp. 50\u201357 (1999)","DOI":"10.1145\/312624.312649"},{"key":"40_CR2","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":"40_CR3","unstructured":"Li, F., Pietro, P.: A Bayesian Hierarchical Model for Learning Natural Scene Categories. In: IEEE Computer Vision and Pattern Recognition, San Diego, CA, USA, pp. 524\u2013531 (2005)"},{"key":"40_CR4","unstructured":"Blei, D., McAuliffe, J.: Supervised Topic Models. In: Neural Information Processing Systems, Vancouver, Canada, vol.\u00a021 (2007)"},{"key":"40_CR5","doi-asserted-by":"crossref","unstructured":"Wang, C., Blei, D., Li, F.: Simultaneous Image Classification and Annotation. In: IEEE Computer Vision and Pattern Recognition, Miami, FL, USA, pp. 1903\u20131910 (2009)","DOI":"10.1109\/CVPR.2009.5206800"},{"key":"40_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"403","DOI":"10.1007\/978-3-642-17832-0_38","volume-title":"Advances in Multimedia Modeling","author":"L. Zhuang","year":"2011","unstructured":"Zhuang, L., She, L., Huang, J., Luo, J., Yu, N.: Regularized Semi-supervised Latent Dirichlet Allocation for Visual Concept Learning. In: Lee, K.-T., Tsai, W.-H., Liao, H.-Y.M., Chen, T., Hsieh, J.-W., Tseng, C.-C. (eds.) MMM 2011, Part I. LNCS, vol.\u00a06523, pp. 403\u2013412. Springer, Heidelberg (2011)"},{"key":"40_CR7","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"370","DOI":"10.1007\/978-3-540-78646-7_34","volume-title":"Advances in Information Retrieval","author":"A. Krithara","year":"2008","unstructured":"Krithara, A., Amini, M., Renders, J., Goutte, C.: Semi-supervised Document Classification with a Mislabeling Error Model. In: Macdonald, C., Ounis, I., Plachouras, V., Ruthven, I., White, R.W. (eds.) ECIR 2008. LNCS, vol.\u00a04956, pp. 370\u2013381. Springer, Heidelberg (2008)"},{"key":"40_CR8","doi-asserted-by":"crossref","unstructured":"Andrzejewski, D., Zhu, X., Craven, M.: Incorporating Domain Knowledge into Topic Modeling via Dirichlet Forest Priors. In: International Conference on Machine Learning, Montreal, Canada, pp. 25\u201332 (2009)","DOI":"10.1145\/1553374.1553378"},{"key":"40_CR9","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1111\/j.1756-8765.2010.01097.x","volume":"3","author":"M. Steyvers","year":"2011","unstructured":"Steyvers, M., Smyth, P., Chemuduganta, C.: Combining Background Knowledge and Learned Topics. Topics in Cognitive Science\u00a03, 18\u201347 (2011)","journal-title":"Topics in Cognitive Science"},{"key":"40_CR10","unstructured":"McCallum, A., Pal, C., Druck, G., Wang, X.: Multi-conditional Learning: Generative\/discriminative Training for Clustering and Classification. In: Proceedings of National Conference on Artificial Intelligence, Boston, Massachusetts, USA, vol.\u00a01 (2006)"},{"key":"40_CR11","doi-asserted-by":"crossref","unstructured":"Cai, D., Mei, Q., Han, J., Zhai, C.: Modeling Hidden Topics on Document Manifold. In: Proceeding of the 17th ACM Conference on Information and Knowledge Mining, CA, USA, pp. 911\u2013920 (2008)","DOI":"10.1145\/1458082.1458202"},{"key":"40_CR12","doi-asserted-by":"crossref","unstructured":"Huh, S., Fienberg, S.E.: Discriminative Topic Modeling Based on Manifold Learning. In: The 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, CA, USA, pp. 653\u2013662 (2010)","DOI":"10.1145\/1835804.1835888"},{"issue":"1-3","key":"40_CR13","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1007\/s11263-007-0090-8","volume":"77","author":"B. Russell","year":"2008","unstructured":"Russell, B., Torralba, A., Murphy, K., Freeman, W.: LabelMe: A Database and Web-based Tool for Image Annotation. International Journal on Computer Vision\u00a077(1-3), 157\u2013173 (2008)","journal-title":"International Journal on Computer Vision"},{"key":"40_CR14","unstructured":"http:\/\/www.aiar.xjtu.edu.cn\/groups\/face\/English\/HomePage.htm"}],"container-title":["Lecture Notes in Computer Science","Intelligent Science and Intelligent Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-31919-8_40.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,5]],"date-time":"2025-04-05T04:28:25Z","timestamp":1743827305000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-31919-8_40"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642319181","9783642319198"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-31919-8_40","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}