{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,24]],"date-time":"2025-03-24T07:05:02Z","timestamp":1742799902984},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642025679"},{"type":"electronic","value":"9783642025686"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"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":[[2009]]},"DOI":"10.1007\/978-3-642-02568-6_50","type":"book-chapter","created":{"date-parts":[[2009,6,25]],"date-time":"2009-06-25T12:54:02Z","timestamp":1245934442000},"page":"491-500","source":"Crossref","is-referenced-by-count":8,"title":["Accelerating Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation with Nvidia CUDA Compatible Devices"],"prefix":"10.1007","author":[{"given":"Tomonari","family":"Masada","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tsuyoshi","family":"Hamada","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuichiro","family":"Shibata","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kiyoshi","family":"Oguri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"50_CR1","unstructured":"NVIDIA CUDA, http:\/\/www.nvidia.com\/cuda"},{"key":"50_CR2","unstructured":"MeCab, http:\/\/mecab.sourceforge.net\/"},{"key":"50_CR3","doi-asserted-by":"crossref","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet Allocation. In: Advances in Neural Information Processing Systems 14, pp. 601\u2013608 (2001)","DOI":"10.7551\/mitpress\/1120.003.0082"},{"key":"50_CR4","doi-asserted-by":"crossref","unstructured":"Chu, C.T., Kim, S.K., Lin, Y.A., Yu, Y., Bradski, G.R., Ng, A.Y., Olukotun, K.: Map-Reduce for Machine Learning on Multicore. In: Advances in Neural Information Processing Systems 19, pp. 306\u2013313 (2006)","DOI":"10.7551\/mitpress\/7503.003.0040"},{"key":"50_CR5","doi-asserted-by":"crossref","unstructured":"Steyvers, M., Smyth, P., Rosen-Zvi, M., Griffiths, T.L.: Probabilistic Author-Topic Models for Information Discovery. In: The 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 306\u2013315 (2004)","DOI":"10.1145\/1014052.1014087"},{"key":"50_CR6","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic Latent Semantic Indexing. In: The 22nd International Conference on Research and Development in Information Retrieval, pp. 50\u201357 (1999)","DOI":"10.1145\/312624.312649"},{"key":"50_CR7","doi-asserted-by":"crossref","unstructured":"Madsen, R.E., Kauchak, D., Elkan, C.: Modeling Word Burstiness Using the Dirichlet Distribution. In: The 22nd International Conference on Machine learning, pp. 545\u2013552 (2005)","DOI":"10.1145\/1102351.1102420"},{"key":"50_CR8","doi-asserted-by":"crossref","unstructured":"Nallapati, R., Cohen, W.W., Lafferty, J.D.: Parallelized Variational EM for Latent Dirichlet Allocation: An Experimental Evaluation of Speed and Scalability. In: ICDM Workshop on High Performance Data Mining, pp. 349\u2013354 (2007)","DOI":"10.1109\/ICDMW.2007.33"},{"key":"50_CR9","doi-asserted-by":"crossref","unstructured":"Porteous, I., Newman, D., Ihler, A.T., Asuncion, A., Smyth, P., Welling, M.: Fast Collapsed Gibbs Sampling for Latent Dirichlet Allocation. In: The 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 569\u2013577 (2008)","DOI":"10.1145\/1401890.1401960"},{"key":"50_CR10","unstructured":"Newman, D., Ascuncion, A., Smyth, P., Welling, M.: Distributed Inference for Latent Dirichlet Allocation. In: Advances in Neural Information Processing Systems 20, pp. 1081\u20131088 (2007)"},{"key":"50_CR11","unstructured":"Newman, D., Smyth, P., Steyvers, M.: Scalable Parallel Topic Models. Journal of Intelligence Community Research and Development (2006)"},{"key":"50_CR12","doi-asserted-by":"crossref","unstructured":"Teh, Y.W., Newman, D., Welling, M.: A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation. In: Advances in Neural Information Processing Systems 19, pp. 1378\u20131385 (2006)","DOI":"10.21236\/ADA629956"},{"key":"50_CR13","unstructured":"Wang, X.G., Grimson, E.: Spatial Latent Dirchlet Allocation. In: Advances in Neural Information Processing Systems 20, pp. 1577\u20131584 (2008)"},{"key":"50_CR14","doi-asserted-by":"publisher","first-page":"1727","DOI":"10.1016\/j.patrec.2007.04.015","volume":"28","author":"D.S. Xing","year":"2007","unstructured":"Xing, D.S., Girolami, M.: Employing Latent Dirichlet Allocation for Fraud Detection in Telecommunications. Pattern Recog. Lett.\u00a028, 1727\u20131734 (2007)","journal-title":"Pattern Recog. Lett."},{"issue":"9","key":"50_CR15","doi-asserted-by":"publisher","first-page":"1075","DOI":"10.1109\/TPAMI.2003.1227984","volume":"25","author":"J. Li","year":"2003","unstructured":"Li, J., Wang, J.Z.: Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach. IEEE Trans. Pattern Anal. Mach. Intell.\u00a025(9), 1075\u20131088 (2003)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"9","key":"50_CR16","doi-asserted-by":"publisher","first-page":"947","DOI":"10.1109\/34.955109","volume":"23","author":"J.Z. Wang","year":"2001","unstructured":"Wang, J.Z., Li, J., Wiederhold, G.: SIMPLIcity: Semantics-sensitive Integrated Matching for Picture LIbraries. IEEE Trans. Pattern Anal. Mach. Intell.\u00a023(9), 947\u2013963 (2001)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."}],"container-title":["Lecture Notes in Computer Science","Next-Generation Applied Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-02568-6_50","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T21:26:58Z","timestamp":1710451618000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-02568-6_50"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642025679","9783642025686"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-02568-6_50","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}