{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T08:27:02Z","timestamp":1743150422018,"version":"3.40.3"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319238258"},{"type":"electronic","value":"9783319238265"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-23826-5_8","type":"book-chapter","created":{"date-parts":[[2015,9,4]],"date-time":"2015-09-04T08:20:20Z","timestamp":1441354820000},"page":"75-82","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["DeShaTo: Describing the Shape of Cumulative Topic Distributions to Rank Retrieval Systems Without Relevance Judgments"],"prefix":"10.1007","author":[{"given":"Radu Tudor","family":"Ionescu","sequence":"first","affiliation":[]},{"given":"Adrian-Gabriel","family":"Chifu","sequence":"additional","affiliation":[]},{"given":"Josiane","family":"Mothe","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,9,5]]},"reference":[{"key":"8_CR1","doi-asserted-by":"crossref","unstructured":"Aslam, J.A., Savell, R.: On the effectiveness of evaluating retrieval systems in the absence of relevance judgments. In: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Informaion Retrieval, pp. 361\u2013362 (2003)","DOI":"10.1145\/860435.860501"},{"key":"8_CR2","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet Allocation. Journal of Machine Learning Research 3, 993\u20131022 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"8_CR3","doi-asserted-by":"crossref","unstructured":"Cronen-Townsend, S., Zhou, Y., Croft, W.B.: Predicting query performance. In: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 299\u2013306 (2002)","DOI":"10.1145\/564376.564429"},{"key":"8_CR4","doi-asserted-by":"crossref","unstructured":"Cronen-Townsend, S., Zhou, Y., Croft, W.B.: A framework for selective query expansion. In: Proceedings of the Thirteenth ACM International Conference on Information and Knowledge Management, pp. 236\u2013237 (2004)","DOI":"10.1145\/1031171.1031220"},{"issue":"4","key":"8_CR5","first-page":"391","volume":"33","author":"RA Groeneveld","year":"1984","unstructured":"Groeneveld, R.A., Meeden, G.: Measuring Skewness and Kurtosis. Journal of the Royal Statistical Society. Series D (The Statistician) 33(4), 391\u2013399 (1984)","journal-title":"Journal of the Royal Statistical Society. Series D (The Statistician)"},{"key":"8_CR6","unstructured":"Mimno, D.M., McCallum, A.: Topic models conditioned on arbitrary features with Dirichlet-multinomial regression. In: Proceedings of the 24th Conference in Uncertainty in Artificial Intelligence, pp. 411\u2013418 (2008)"},{"key":"8_CR7","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":"LAF Park","year":"2009","unstructured":"Park, L.A.F., 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, Part II. LNCS, vol. 5782, pp. 176\u2013188. Springer, Heidelberg (2009)"},{"key":"8_CR8","doi-asserted-by":"crossref","unstructured":"Pavlu, V., Rajput, S., Golbus, P.B., Aslam, J.A.: IR system evaluation using nugget-based test collections. In: Proceedings of the Fifth ACM International Conference on Web Search and Data Mining, pp. 393\u2013402 (2012)","DOI":"10.1145\/2124295.2124343"},{"key":"8_CR9","unstructured":"Sakai, T., Lin, C.Y.: Ranking retrieval systems without relevance assessments \u2013 revisited. In: The 3rd International Workshop on Evaluating Information Access (EVIA) - A Satellite Workshop of NTCIR-8, pp. 25\u201333 (2010)"},{"key":"8_CR10","series-title":"IFIP Advances in Information and Communication Technology","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1007\/978-3-642-16327-2_24","volume-title":"Intelligent Information Processing V","author":"Z Shi","year":"2010","unstructured":"Shi, Z., Wang, B., Li, P., Shi, Z.: Using global statistics to rank retrieval systems without relevance judgments. In: Shi, Z., Vadera, S., Aamodt, A., Leake, D. (eds.) IIP 2010. IFIP AICT, vol. 340, pp. 183\u2013192. Springer, Heidelberg (2010)"},{"issue":"2","key":"8_CR11","doi-asserted-by":"publisher","first-page":"11:1","DOI":"10.1145\/2180868.2180873","volume":"30","author":"A Shtok","year":"2012","unstructured":"Shtok, A., Kurland, O., Carmel, D., Raiber, F., Markovits, G.: Predicting Query Performance by Query-Drift Estimation. ACM Transactions on Information Systems 30(2), 11:1\u201311:35 (2012)","journal-title":"ACM Transactions on Information Systems"},{"key":"8_CR12","doi-asserted-by":"crossref","unstructured":"Soboroff, I., Nicholas, C., Cahan, P.: Ranking retrieval systems without relevance judgments. In: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 66\u201373 (2001)","DOI":"10.1145\/383952.383961"},{"issue":"4","key":"8_CR13","doi-asserted-by":"publisher","first-page":"1059","DOI":"10.1016\/j.ipm.2006.09.009","volume":"43","author":"A Spoerri","year":"2007","unstructured":"Spoerri, A.: Using the structure of overlap between search results to rank retrieval systems without relevance judgments. Information Processing & Management 43(4), 1059\u20131070 (2007)","journal-title":"Information Processing & Management"},{"key":"8_CR14","doi-asserted-by":"crossref","unstructured":"Wei, X., Croft, W.B.: LDA-based document models for Ad-hoc retrieval. In: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 178\u2013185 (2006)","DOI":"10.1145\/1148170.1148204"},{"key":"8_CR15","doi-asserted-by":"crossref","unstructured":"Winaver, M., Kurland, O., Domshlak, C.: Towards robust query expansion: model selection in the language modeling framework. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 729\u2013730 (2007)","DOI":"10.1145\/1277741.1277880"}],"container-title":["Lecture Notes in Computer Science","String Processing and Information Retrieval"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-23826-5_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,21]],"date-time":"2023-02-21T11:32:56Z","timestamp":1676979176000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-23826-5_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319238258","9783319238265"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-23826-5_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"5 September 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}