{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,8]],"date-time":"2025-02-08T17:10:16Z","timestamp":1739034616201,"version":"3.37.0"},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642006715"},{"type":"electronic","value":"9783642006722"}],"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\/978-3-642-00672-2_14","type":"book-chapter","created":{"date-parts":[[2009,3,21]],"date-time":"2009-03-21T17:04:48Z","timestamp":1237655088000},"page":"138-149","source":"Crossref","is-referenced-by-count":9,"title":["A Generalized Topic Modeling Approach for Maven Search"],"prefix":"10.1007","author":[{"given":"Ali","family":"Daud","sequence":"first","affiliation":[]},{"given":"Juanzi","family":"Li","sequence":"additional","affiliation":[]},{"given":"Lizhu","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Faqir","family":"Muhammad","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"14_CR1","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1020281327116","volume":"50","author":"C. Andrieu","year":"2003","unstructured":"Andrieu, C., Freitas, N.D., Doucet, A., Jordan, M.: An Introduction to MCMC for Machine Learning. Journal of Machine Learning\u00a050, 5\u201343 (2003)","journal-title":"Journal of Machine Learning"},{"key":"14_CR2","doi-asserted-by":"crossref","unstructured":"Azzopardi, L., Girolami, M., Risjbergen, K.V.: Investigating the Relationship between Language Model Perplexity and IR Precision-Recall Measures. In: Proc. of the 26th ACM SIGIR, Toronto, Canada, July 28-August 1 (2003)","DOI":"10.1145\/860435.860505"},{"key":"14_CR3","doi-asserted-by":"crossref","unstructured":"Balog, K., Azzopardi, L., de Rijke, M.: Formal Models for Expert Finding in Enterprise Corpora. In: Proc. of SIGIR, pp. 43\u201355 (2006)","DOI":"10.1145\/1148170.1148181"},{"key":"14_CR4","doi-asserted-by":"crossref","unstructured":"Balog, K., Bogers, T., Azzopardi, L., Rijke, M., Bosch, A.: Broad Expertise Retrieval in Sparse Data Environments. In: Proc. of SIGIR, pp. 551\u2013558 (2007)","DOI":"10.1145\/1277741.1277836"},{"key":"14_CR5","first-page":"993","volume":"3","author":"D.M. Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet Allocation. Journal of Machine Learning Research\u00a03, 993\u20131022 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"14_CR6","doi-asserted-by":"crossref","unstructured":"Cao, Y., Liu, J., Bao, S., Li, H.: Research on Expert Search at Enterprise Track of TREC (2005)","DOI":"10.6028\/NIST.SP.500-266.enterprise-microsoft.cao"},{"key":"14_CR7","unstructured":"DBLP Bibliography Database, http:\/\/www.informatik.uni-trier.de\/~ley\/db\/"},{"issue":"6","key":"14_CR8","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"S. Deerwester","year":"1990","unstructured":"Deerwester, S., Dumais, S.T., Furnas, G.W., Landauer, T.K., Harshman, R.: Indexing by Latent Semantic Analysis. Journal of the American Society for Information Science\u00a041(6), 391\u2013407 (1990)","journal-title":"Journal of the American Society for Information Science"},{"key":"14_CR9","doi-asserted-by":"crossref","unstructured":"Griffiths, T.L., Steyvers, M.: Finding Scientific Topics. In: Proc. of the National Academy of Sciences, USA, pp. 5228\u20135235 (2004)","DOI":"10.1073\/pnas.0307752101"},{"key":"14_CR10","unstructured":"Hawking, D.: Challenges in Enterprise Search. In: Proc. of the 15th Conference on Australasian Database, vol.\u00a027, pp. 15\u201324 (2004)"},{"key":"14_CR11","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic Latent Semantic Analysis. In: Proc. of the 15th Annual Conference on UAI, Stockholm, Sweden, July 30-August 1 (1999)","DOI":"10.1145\/312624.312649"},{"key":"14_CR12","volume-title":"Advances in Neural Information Processing Systems (NIPS)","author":"T. Hofmann","year":"1999","unstructured":"Hofmann, T., Puzicha, J., Jordan, M.I.: Learning from Dyadic Data. In: Advances in Neural Information Processing Systems (NIPS), vol.\u00a011. MIT Press, Cambridge (1999)"},{"key":"14_CR13","doi-asserted-by":"crossref","unstructured":"Mimno, D., McCallum, A.: Expertise Modeling for Matching Papers with Reviewers. In: Proc. of the 13th ACM SIGKDD, pp. 500\u2013509 (2007)","DOI":"10.1145\/1281192.1281247"},{"key":"14_CR14","doi-asserted-by":"crossref","unstructured":"Nie, Z., Ma, Y., Shi, S., Wen, J., Ma, W.: Web Object Retrieval. In: Proc. of World Wide Web (WWW), pp. 81\u201390 (2007)","DOI":"10.1145\/1242572.1242584"},{"key":"14_CR15","unstructured":"Petkova, D., Croft, W.B.: Generalizing the Language Modeling Framework for Named Entity Retrieval. In: Proc. of SIGIR (2007)"},{"key":"14_CR16","unstructured":"Rosen-Zvi, M., Griffiths, T., Steyvers, M., Smyth, P.: The Author-Topic Model for Authors and Documents. In: Proc. of the 20th International Conference on UAI, Canada (2004)"},{"key":"14_CR17","doi-asserted-by":"crossref","unstructured":"Tang, J., Zhang, J., Yao, L., Li, J., Zhang, L., Su, Z.: ArnetMiner: Extraction and Mining of Academic Social Networks. In: Proc. of the 14th ACM SIGKDD (2008)","DOI":"10.1145\/1401890.1402008"},{"key":"14_CR18","unstructured":"Teh, Y.W., Jordan, M.I., Beal, M.J., Blei, D.M.: Hierarchical Dirichlet Processes. Technical Report 653, Department of Statistics, UC Berkeley (2004)"},{"key":"14_CR19","doi-asserted-by":"crossref","unstructured":"Zhai, C., Lafferty, J.: A Study of Smoothing Methods for Language Models Applied to Ad-hoc Information Retrieval. In: Proc. of the 24th ACM SIGIR, pp. 334\u2013342 (2001)","DOI":"10.1145\/383952.384019"},{"key":"14_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1007\/978-3-540-68125-0_41","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"J. Zhang","year":"2008","unstructured":"Zhang, J., Tang, J., Liu, L., Li, J.: A Mixture Model for Expert Finding. In: Washio, T., Suzuki, E., Ting, K.M., Inokuchi, A. (eds.) PAKDD 2008. LNCS (LNAI), vol.\u00a05012, pp. 466\u2013478. Springer, Heidelberg (2008)"},{"key":"14_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1066","DOI":"10.1007\/978-3-540-71703-4_106","volume-title":"Advances in Databases: Concepts, Systems and Applications","author":"J. Zhang","year":"2007","unstructured":"Zhang, J., Tang, J., Li, J.: Expert Finding in a Social Network. In: Kotagiri, R., Radha Krishna, P., Mohania, M., Nantajeewarawat, E. (eds.) DASFAA 2007. LNCS, vol.\u00a04443, pp. 1066\u20131069. Springer, Heidelberg (2007)"}],"container-title":["Lecture Notes in Computer Science","Advances in Data and Web Management"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-00672-2_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,8]],"date-time":"2025-02-08T16:34:15Z","timestamp":1739032455000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-00672-2_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642006715","9783642006722"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-00672-2_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}