{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,1,3]],"date-time":"2024-01-03T00:22:35Z","timestamp":1704241355227},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2010,5,1]],"date-time":"2010-05-01T00:00:00Z","timestamp":1272672000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2010,5,1]],"date-time":"2010-05-01T00:00:00Z","timestamp":1272672000000},"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":["Inf Retrieval"],"published-print":{"date-parts":[[2010,12]]},"DOI":"10.1007\/s10791-010-9134-8","type":"journal-article","created":{"date-parts":[[2010,4,30]],"date-time":"2010-04-30T11:25:00Z","timestamp":1272626700000},"page":"657-688","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Tendency correlation analysis for direct optimization of evaluation measures in information retrieval"],"prefix":"10.1007","volume":"13","author":[{"given":"Yin","family":"He","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tie-Yan","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2010,5,1]]},"reference":[{"key":"9134_CR1","volume-title":"Modern information retrieval","author":"R. A. Baeza Yates","year":"1999","unstructured":"Baeza-Yates, R. A., & Ribeiro-Neto, B. (1999). Modern information retrieval. Boston, MA, USA: Addison-Wesley Longman Publishing Co., Inc."},{"key":"9134_CR2","doi-asserted-by":"crossref","unstructured":"Burges, C., Shaked, T., Renshaw, E., Lazier, A., Deeds, M., Hamilton, N., & Hullender, G. (2005). Learning to rank using gradient descent. In: ICML \u201905: Proceedings of the 22nd international conference on machine learning (pp.\u00a089\u201396). New York, NY, USA: ACM.","DOI":"10.1145\/1102351.1102363"},{"key":"9134_CR3","doi-asserted-by":"crossref","unstructured":"Burges, C. J., Ragno, R., & Le, Q. V. (2007). Learning to rank with nonsmooth cost functions. In: Advances in neural information processing systems 19 (pp.\u00a0193\u2013200). Cambridge, MA: MIT Press.","DOI":"10.7551\/mitpress\/7503.003.0029"},{"key":"9134_CR4","doi-asserted-by":"crossref","unstructured":"Cao, Z., Qin, T., Liu, T. Y., Tsai, M. F., & Li, H. (2007). Learning to rank: From pairwise approach to listwise approach. In: ICML \u201907: Proceedings of the 24th international conference on machine learning (pp.\u00a0129\u2013136). New York, NY, USA: ACM.","DOI":"10.1145\/1273496.1273513"},{"key":"9134_CR5","doi-asserted-by":"crossref","unstructured":"Chakrabarti, S., Khanna, R., Sawant, U., & Bhattacharyya, C. (2008). Structured learning for non-smooth ranking losses. In: KDD \u201908: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining (pp.\u00a088\u201396). New York, NY, USA: ACM","DOI":"10.1145\/1401890.1401906"},{"key":"9134_CR6","unstructured":"Chapelle, O. (2009). Direct optimization for ranking. In: Invited talk at SIGIR Learning to Rank Workshop, http:\/\/www.research.microsoft.com\/en-us\/um\/beijing\/events\/lr4ir-2009\/Olivier-LR4IR2009.pdf"},{"key":"9134_CR7","doi-asserted-by":"crossref","unstructured":"Cossock, D., & Zhang, T. (2006). Subset ranking using regression. In: COLT (pp.\u00a0605\u2013619)","DOI":"10.1007\/11776420_44"},{"key":"9134_CR8","doi-asserted-by":"crossref","unstructured":"Guiver, J., & Snelson, E. (2008). Learning to rank with softrank and gaussian processes. In: SIGIR \u201908: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval (pp.\u00a0259\u2013266). New York, NY, USA: ACM","DOI":"10.1145\/1390334.1390380"},{"key":"9134_CR9","volume-title":"Large margin rank boundaries for ordinal regression","author":"R. Herbrich","year":"2000","unstructured":"Herbrich, R., Graepel, T., & Obermayer, K. (2000). Large margin rank boundaries for ordinal regression. Cambridge, MA: MIT Press."},{"key":"9134_CR10","unstructured":"Hu, X., Shonkwiler, R., & Spruill, M. (1994). Random restarts in global optimization. Computers & mathematics with applications."},{"issue":"4","key":"9134_CR11","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1145\/582415.582418","volume":"20","author":"K. J\u00e4rvelin","year":"2002","unstructured":"J\u00e4rvelin, K., & Kek\u00e4l\u00e4inen, J. (2002). Cumulated gain-based evaluation of ir techniques. ACM Transactions on Information Systems, 20(4), 422\u2013446.","journal-title":"ACM Transactions on Information Systems"},{"key":"9134_CR12","doi-asserted-by":"crossref","unstructured":"Joachims, T. (2002). Optimizing search engines using clickthrough data. In: KDD \u201902: Proceedings of the eighth ACM SIGKDD international conference on knowledge discovery and data mining (pp.\u00a0133\u2013142). New York, NY, USA: ACM.","DOI":"10.1145\/775047.775067"},{"issue":"5","key":"9134_CR13","doi-asserted-by":"publisher","first-page":"604","DOI":"10.1145\/324133.324140","volume":"46","author":"J. M. Kleinberg","year":"1999","unstructured":"Kleinberg, J. M. (1999). Authoritative sources in a hyperlinked environment. Journal of ACM, 46(5), 604\u2013632.","journal-title":"Journal of ACM"},{"key":"9134_CR14","unstructured":"Lawrence, P., Sergey, B., Motwani, R., & Winograd, T. (1998). The pagerank citation ranking: Bringing order to the web. Technical report, Stanford University."},{"key":"9134_CR15","unstructured":"Le, Q. V., & Smola, A. J. (2007). Direct optimization of ranking measures. NICTA-TR."},{"key":"9134_CR16","unstructured":"Liu, T. Y., Xu, J., Qin, T., Xiong, W., & Li, H. (2007). Letor: Benchmark dataset for research on learning to rank for information retrieval. In: LR4IR 2007, in conjunction with SIGIR 2007."},{"key":"9134_CR17","doi-asserted-by":"crossref","unstructured":"Qin, T., Liu, T. Y., & Li, H. (2010). A general approximation framework for direct optimization of information retrieval measures. Information Processing & Management.","DOI":"10.1007\/s10791-009-9124-x"},{"issue":"3","key":"9134_CR18","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1007\/s10791-007-9025-9","volume":"10","author":"S. Robertson","year":"2007","unstructured":"Robertson, S., & Zaragoza, H. (2007). On rank-based effectiveness measures and optimization. Information Retrieval, 10(3), 321\u2013339.","journal-title":"Information Retrieval"},{"key":"9134_CR19","doi-asserted-by":"crossref","unstructured":"Robertson, S. E., & Walker, S. (1994). Some simple effective approximations to the 2-poisson model for probabilistic weighted retrieval. In: SIGIR \u201994: Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval (pp.\u00a0232\u2013241). New York, NY, USA: Springer, New York, Inc.","DOI":"10.1007\/978-1-4471-2099-5_24"},{"key":"9134_CR20","doi-asserted-by":"crossref","unstructured":"Taylor, M., Guiver, J., Robertson, S., & Minka, T. (2008). Softrank: Optimizing non-smooth rank metrics. In: WSDM \u201908: Proceedings of the international conference on Web search and web data mining (pp.\u00a077\u201386). New York, NY, USA: ACM.","DOI":"10.1145\/1341531.1341544"},{"key":"9134_CR21","doi-asserted-by":"crossref","unstructured":"Tsai, M. F., Liu, T. Y., Qin, T., Chen, H. H., & Ma, W. Y. (2007). Frank: A ranking method with fidelity loss. In: SIGIR \u201907: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval (pp.\u00a0383\u2013390). New York, NY, USA: ACM.","DOI":"10.1145\/1277741.1277808"},{"key":"9134_CR22","first-page":"1453","volume":"6","author":"I. Tsochantaridis","year":"2005","unstructured":"Tsochantaridis, I., Joachims, T., Hofmann, T., & Altun, Y. (2005). Large margin methods for structured and interdependent output variables. Journal of Machine Learning Research, 6, 1453\u20131484.","journal-title":"Journal of Machine Learning Research"},{"key":"9134_CR23","doi-asserted-by":"crossref","unstructured":"Volkovs, M. N., & Zemel, R. S. (2009). Boltzrank: Learning to maximize expected ranking gain. In: ICML \u201909: Proceedings of the 26th annual international conference on machine learning (pp.\u00a01089\u20131096). New York, NY, USA: ACM.","DOI":"10.1145\/1553374.1553513"},{"key":"9134_CR24","volume-title":"TREC: Experiment and evaluation in information retrieval","author":"E. Voorhees","year":"2005","unstructured":"Voorhees, E., & Harman, D. K. (2005). TREC: Experiment and evaluation in information retrieval. Cambridge, MA: MIT Press."},{"key":"9134_CR25","doi-asserted-by":"crossref","unstructured":"Xu, J., & Li, H. (2007). Adarank: A boosting algorithm for information retrieval. In: SIGIR \u201907: Proceedings of the 30th annual international ACM SIGIR conference on research and development in information retrieval (pp.\u00a0391\u2013398). New York, NY, USA: ACM.","DOI":"10.1145\/1277741.1277809"},{"key":"9134_CR26","doi-asserted-by":"crossref","unstructured":"Xu, J., Liu, T. Y., Lu, M., Li, H., & Ma, W. Y. (2008). Directly optimizing evaluation measures in learning to rank. In: SIGIR \u201908: Proceedings of the 31st annual international ACM SIGIR conference on research and development in information retrieval (pp.\u00a0107\u2013114). New York, NY, USA: ACM.","DOI":"10.1145\/1390334.1390355"},{"key":"9134_CR27","doi-asserted-by":"crossref","unstructured":"Yilmaz, E., & Robertson, S. (2009). On the choice of effectiveness measures for learning to rank. In: SIGIR 2007 workshop: Learning to rank for information retrieval.","DOI":"10.1007\/s10791-009-9116-x"},{"key":"9134_CR28","doi-asserted-by":"crossref","unstructured":"Yue, Y., Finley, T., Radlinski, F., & Joachims, T. (2007). A support vector method for optimizing average precision. In: SIGIR \u201907: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval (pp.\u00a0271\u2013278). New York, NY, USA: ACM.","DOI":"10.1145\/1277741.1277790"},{"issue":"2","key":"9134_CR29","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1145\/984321.984322","volume":"22","author":"C. Zhai","year":"2004","unstructured":"Zhai, C., & Lafferty, J. (2004). A study of smoothing methods for language models applied to information retrieval. ACM Transactions on Information Systems, 22(2), 179\u2013214.","journal-title":"ACM Transactions on Information Systems"}],"container-title":["Information Retrieval"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10791-010-9134-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10791-010-9134-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10791-010-9134-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10791-010-9134-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,2]],"date-time":"2024-01-02T14:54:52Z","timestamp":1704207292000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10791-010-9134-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,5,1]]},"references-count":29,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2010,12]]}},"alternative-id":["9134"],"URL":"https:\/\/doi.org\/10.1007\/s10791-010-9134-8","relation":{},"ISSN":["1386-4564","1573-7659"],"issn-type":[{"value":"1386-4564","type":"print"},{"value":"1573-7659","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,5,1]]},"assertion":[{"value":"29 August 2009","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 April 2010","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 May 2010","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}