{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,20]],"date-time":"2025-02-20T23:59:49Z","timestamp":1740095989146,"version":"3.37.3"},"publisher-location":"Berlin, Heidelberg","reference-count":32,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642128134"},{"type":"electronic","value":"9783642128141"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-12814-1_3","type":"book-chapter","created":{"date-parts":[[2010,5,6]],"date-time":"2010-05-06T13:09:07Z","timestamp":1273151347000},"page":"23-34","source":"Crossref","is-referenced-by-count":3,"title":["Using Probabilistic Topic Models in Enterprise Social Software"],"prefix":"10.1007","author":[{"given":"Konstantinos","family":"Christidis","sequence":"first","affiliation":[]},{"given":"Gregoris","family":"Mentzas","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"3_CR1","unstructured":"Reilly, T.: What is Web 2.0: Design patterns and business models for the next generation of software"},{"key":"3_CR2","first-page":"21","volume":"47","author":"A.P. McAfee","year":"2006","unstructured":"McAfee, A.P.: Enterprise 2.0: The dawn of emergent collaboration. MIT Sloan Management Review\u00a047, 21 (2006)","journal-title":"MIT Sloan Management Review"},{"key":"3_CR3","unstructured":"Eid, T.: The Enterprise Social Software Market Continues to Expand Gartner (2008)"},{"key":"3_CR4","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1108\/14684520110390033","volume":"25","author":"A. Gilchrist","year":"2001","unstructured":"Gilchrist, A.: Corporate taxonomies: report on a survey of current practice. Online Information Review\u00a025, 94\u2013103 (2001)","journal-title":"Online Information Review"},{"key":"3_CR5","unstructured":"Folksonomy Coinage and Definition, \n                    \n                      http:\/\/www.vanderwal.net\/folksonomy.html"},{"key":"3_CR6","unstructured":"Shirky, C., Butterfield, S., et al.: Folksonomy, or How I Learned to Stop Worrying and Love the Mess. (2005)"},{"key":"3_CR7","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1016\/j.ijinfomgt.2009.02.002","volume":"29","author":"F. Dotsika","year":"2009","unstructured":"Dotsika, F.: Uniting formal and informal descriptive power: Reconciling ontologies with folksonomies. International Journal of Information Management\u00a029, 407\u2013415 (2009)","journal-title":"International Journal of Information Management"},{"key":"3_CR8","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic latent semantic indexing. In: Proceedings of the 22nd ACM SIGIR conference on Research and development in information retrieval, pp. 50\u201357 (1999)","DOI":"10.1145\/312624.312649"},{"key":"3_CR9","unstructured":"Steyvers, M., Griffiths, T.: Probabilistic topic models. In: Handbook of Latent Semantic Analysis, pp. 424\u2013440 (2007)"},{"key":"3_CR10","doi-asserted-by":"publisher","first-page":"993","DOI":"10.1162\/jmlr.2003.3.4-5.993","volume":"3","author":"D.M. Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. The Journal of Machine Learning Research\u00a03, 993\u20131022 (2003)","journal-title":"The Journal of Machine Learning Research"},{"key":"3_CR11","doi-asserted-by":"crossref","unstructured":"Steyvers, M., et al.: Probabilistic author-topic models for information discovery. In: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 306\u2013315 (2004) doi:10.1145\/1014052.1014087","DOI":"10.1145\/1014052.1014087"},{"key":"3_CR12","unstructured":"Shilakes, C.C., Tylman, J.: Enterprise information portals. Merrill Lynch (November 16, 1998)"},{"key":"3_CR13","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"G. Adomavicius","year":"2005","unstructured":"Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE transactions on knowledge and data engineering\u00a017, 734\u2013749 (2005)","journal-title":"IEEE transactions on knowledge and data engineering"},{"key":"3_CR14","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1109\/MIC.2003.1167344","volume":"7","author":"G. Linden","year":"2003","unstructured":"Linden, G., Smith, B., York, J.: Amazon.com recommendations: item-to-item collaborative filtering. Internet Computing, IEEE\u00a07, 76\u201380 (2003)","journal-title":"Internet Computing, IEEE"},{"key":"3_CR15","doi-asserted-by":"crossref","unstructured":"Schafer, J.B., Konstan, J., Riedi, J.: Recommender systems in e-commerce. In: Proceedings of the 1st ACM conference on Electronic commerce, pp. 158\u2013166 (1999)","DOI":"10.1145\/336992.337035"},{"key":"3_CR16","doi-asserted-by":"crossref","unstructured":"Jin, X., Zhou, Y., Mobasher, B.: Web usage mining based on probabilistic latent semantic analysis. In: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 197\u2013205 (2004) doi:10.1145\/1014052.1014076","DOI":"10.1145\/1014052.1014076"},{"key":"3_CR17","doi-asserted-by":"crossref","unstructured":"Chen, W.Y., et al.: Collaborative filtering for orkut communities: discovery of user latent behavior. In: Proceedings of the 18th international conference on World wide web, pp. 681\u2013690 (2009)","DOI":"10.1145\/1526709.1526801"},{"key":"3_CR18","doi-asserted-by":"crossref","unstructured":"Haruechaiyasak, C., Damrongrat, C.: Article Recommendation Based on a Topic Model for Wikipedia Selection for Schools. Digital Libraries: Universal and Ubiquitous Access to Information, 339\u2013342 (2008)","DOI":"10.1007\/978-3-540-89533-6_39"},{"key":"3_CR19","doi-asserted-by":"crossref","unstructured":"Schmitz, C., et al.: Mining Association Rules in Folksonomies. Data Science and Classification, 261-270 (2006), \n                    \n                      http:\/\/dx.doi.org\/10.1007\/3-540-34416-0_28","DOI":"10.1007\/3-540-34416-0_28"},{"key":"3_CR20","unstructured":"Hotho, A., et al.: Information retrieval in folksonomies: Search and ranking"},{"key":"3_CR21","doi-asserted-by":"crossref","unstructured":"Krestel, R., Fankhauser, P., Nejdl, W.: Latent dirichlet allocation for tag recommendation. In: Proceedings of the third ACM conference on Recommender systems, pp. 61\u201368 (2009)","DOI":"10.1145\/1639714.1639726"},{"key":"3_CR22","unstructured":"Voorhees, E.M.: Query expansion using lexical-semantic relations. In: Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval, pp. 61\u201369 (1994), \n                    \n                      http:\/\/portal.acm.org\/citation.cfm?id=188508"},{"key":"3_CR23","doi-asserted-by":"crossref","unstructured":"Xu, J., Croft, W.B.: Query expansion using local and global document analysis. In: Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval, pp. 4\u201311 (1996)","DOI":"10.1145\/243199.243202"},{"key":"3_CR24","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1007\/978-3-642-04174-7_12","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"L.A. Park","year":"2009","unstructured":"Park, L.A., Ramamohanarao, K.: The sensitivity of latent dirichlet allocation for information retrieval. In: Buntine, W., Grobelnik, M., Mladeni\u0107, D., Shawe-Taylor, J. (eds.) ECML PKDD 2009. LNCS, vol.\u00a05782, pp. 176\u2013188. Springer, Heidelberg (2009)"},{"key":"3_CR25","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1145\/1041410.1041420","volume":"33","author":"M. Uschold","year":"2004","unstructured":"Uschold, M., Gruninger, M.: Ontologies and semantics for seamless connectivity. SIGMOD Rec.\u00a033, 58\u201364 (2004)","journal-title":"SIGMOD Rec."},{"key":"3_CR26","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1109\/18.61115","volume":"37","author":"J. Lin","year":"1991","unstructured":"Lin, J.: Divergence measures based on the Shannon entropy. IEEE Transactions on Information theory\u00a037, 145\u2013151 (1991)","journal-title":"IEEE Transactions on Information theory"},{"key":"3_CR27","first-page":"315","volume":"9","author":"D. Bibikas","year":"2008","unstructured":"Bibikas, D., et al.: A Sociotechnical Approach to Knowledge Management in the Era of Enterprise 2.0: The case of OrganiK. Scalable Computing: Practice and Experience\u00a09, 315\u2013327 (2008)","journal-title":"Scalable Computing: Practice and Experience"},{"key":"3_CR28","unstructured":"McCallum, A.K.: MALLET: A Machine Learning for Language Toolkit (2002), \n                    \n                      http:\/\/mallet.cs.umass.edu"},{"key":"3_CR29","unstructured":"Passant, A., et al.: Semantic Search for Enterprise 2.0"},{"key":"3_CR30","doi-asserted-by":"crossref","unstructured":"Ehrlich, K., Lin, C., Griffiths-Fisher, V.: Searching for experts in the enterprise: combining text and social network analysis. In: Proceedings of the 2007 international ACM conference on Supporting group work, pp. 117\u2013126 (2007)","DOI":"10.1145\/1316624.1316642"},{"key":"3_CR31","doi-asserted-by":"crossref","unstructured":"Dmitriev, P.A., et al.: Using annotations in enterprise search. In: Proceedings of the 15th international conference on World Wide Web, pp. 811\u2013817 (2006)","DOI":"10.1145\/1135777.1135900"},{"key":"3_CR32","doi-asserted-by":"publisher","first-page":"1703","DOI":"10.1016\/j.eswa.2009.06.057","volume":"37","author":"L. Zhen","year":"2010","unstructured":"Zhen, L., Huang, G.Q., Jiang, Z.: An inner-enterprise knowledge recommender system. Expert Systems with Applications\u00a037, 1703\u20131712 (2010)","journal-title":"Expert Systems with Applications"}],"container-title":["Lecture Notes in Business Information Processing","Business Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-12814-1_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T18:45:18Z","timestamp":1558377918000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-12814-1_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642128134","9783642128141"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-12814-1_3","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2010]]}}}