{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T17:41:07Z","timestamp":1760550067696,"version":"3.41.0"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319399362"},{"type":"electronic","value":"9783319399379"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-39937-9_33","type":"book-chapter","created":{"date-parts":[[2016,5,27]],"date-time":"2016-05-27T09:00:15Z","timestamp":1464339615000},"page":"429-440","source":"Crossref","is-referenced-by-count":4,"title":["Differential Evolution-Based Fusion for Results Diversification of Web Search"],"prefix":"10.1007","author":[{"given":"Chunlin","family":"Xu","sequence":"first","affiliation":[]},{"given":"Chunlan","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Shengli","family":"Wu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,5,28]]},"reference":[{"key":"33_CR1","doi-asserted-by":"crossref","unstructured":"Agrawal, R., Gollapudi, S., Halverson, A., Ieong, S.: Diversifying search results. In: Proceedings of WSDM 2009, Barcelona, Spain, pp. 5\u201314 (2009)","DOI":"10.1145\/1498759.1498766"},{"key":"33_CR2","doi-asserted-by":"crossref","unstructured":"Aslam, J.A., Montague, M.: Models for metasearch. In: Proceedings of ACM SIGIR 2001, New Orleans, Louisiana, USA, pp. 276\u2013284 (2001)","DOI":"10.1145\/383952.384007"},{"key":"33_CR3","doi-asserted-by":"crossref","unstructured":"Bartell, B.T., Cottrell, G.W., Belew, R.K.: Automatic combination of multiple ranked retrieval systems. In: Proceedings of ACM SIGIR 1994, Dublin, Ireland, pp. 173\u2013184 (1994)","DOI":"10.1007\/978-1-4471-2099-5_18"},{"key":"33_CR4","unstructured":"Jaime, G., Goldstein, C.J.: The use of MMR, diversity-based reranking for reordering documents and producing summaries. In: Proceedings of ACM SIGIR 1998, Melbourne, Australia, pp. 335\u2013336 (1998)"},{"key":"33_CR5","doi-asserted-by":"crossref","unstructured":"Chapelle, O., Metlzer, D., Zhang, Y., Grinspan, P.: Expected reciprocal rank for graded relevance. In: Proceedings of ACM CIKM 2009, Hong Kong, China, pp. 621\u2013630 (2009)","DOI":"10.1145\/1645953.1646033"},{"key":"33_CR6","doi-asserted-by":"crossref","unstructured":"Charles, L., Clarke, A., Craswell, N., Soboroff, I.: Overview of the TREC web track. In: Proceedings of the Eighteenth Text REtrieval Conference, TREC 2009, Gaithersburg, MD, USA (2009)","DOI":"10.6028\/NIST.SP.500-278.web-overview"},{"key":"33_CR7","doi-asserted-by":"crossref","unstructured":"Clarke, C.L.A., Kolla, M., Cormack, G.V., Vechtomova, O., Ashkan, A., B\u00fcttcher, S., MacKinnon, I.: Novelty and diversity in information retrieval evaluation. In: Proceedings of ACM SIGIR 2008, Singapore, pp. 659\u2013666 (2008)","DOI":"10.1145\/1390334.1390446"},{"key":"33_CR8","doi-asserted-by":"crossref","unstructured":"Cormack, G.V., Clarke, C.L.A., B\u00fcttcher, S.: Reciprocal rank fusion outperforms Condorcet and individual rank learning methods. In: Proceedings of ACM SIGIR 2009, Boston, MA, USA, pp. 758\u2013759 (2009)","DOI":"10.1145\/1571941.1572114"},{"key":"33_CR9","doi-asserted-by":"crossref","unstructured":"Van Dang, W., Bruce Croft, W.: Diversity by proportionality: an election-based approach to search result diversification. In: Proceedings of ACM SIGIR 2012, Portland, OR, USA, pp. 65\u201374 (2012)","DOI":"10.1145\/2348283.2348296"},{"issue":"1","key":"33_CR10","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1109\/TEVC.2010.2059031","volume":"15","author":"S Das","year":"2011","unstructured":"Das, S., Suganthan, P.N.: Differential evolution: a survey of the state-of-the-art. IEEE Trans. Evol. Comput. 15(1), 4\u201331 (2011)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"33_CR11","unstructured":"Fox, E.A., Shaw, J.A.: Combination of multiple searches. In: Proceedings of the Second Text REtrieval Conference, TREC 1993, Gaithersburg, MD, USA, pp. 243\u2013252 (1993)"},{"issue":"3","key":"33_CR12","doi-asserted-by":"crossref","first-page":"306","DOI":"10.1016\/j.ipm.2014.12.002","volume":"51","author":"K Ghosh","year":"2015","unstructured":"Ghosh, K., Parui, S.K., Majumder, P.: Learning combination weights in data fusion using genetic algorithms. Inf. Process. Manage. 51(3), 306\u2013328 (2015)","journal-title":"Inf. Process. Manage."},{"key":"33_CR13","doi-asserted-by":"crossref","unstructured":"Hong, D., Si, L.: Mixture model with multiple centralized retrieval algorithms for result merging in federated search. In: Proceedings of ACM SIGIR 2012, Portland, OR, USA, pp. 821\u2013830 (2012)","DOI":"10.1145\/2348283.2348393"},{"key":"33_CR14","unstructured":"Kohavi, R.: A study of cross-validation and bootstrap for accuracy estimation and model selection. In: Proceedings of IJCAI 1995, Montr\u00e9al, Qu\u00e9bec, Canada, pp. 1137\u20131145 (1995)"},{"key":"33_CR15","doi-asserted-by":"crossref","unstructured":"Kozorovitzky, A.K., Kurland, O.: Cluster-based fusion of retrieved lists. In: Proceeding of ACM SIGIR 2011, Beijing, China, pp. 893\u2013902 (2011)","DOI":"10.1145\/2009916.2010035"},{"key":"33_CR16","doi-asserted-by":"crossref","unstructured":"Lee, J.H.: Analysis of multiple evidence combination. In: Proceedings of ACM SIGIR 2007, Philadelphia, PA, USA, pp. 267\u2013275 (1997)","DOI":"10.1145\/278459.258587"},{"key":"33_CR17","doi-asserted-by":"crossref","unstructured":"Liang, S., Ren, Z., de Rijke, M.: Fusion helps diversification. In: Proceeding of ACM SIGIR 2014, Gold Coast, QLD, Australia, pp. 303\u2013312 (2014)","DOI":"10.1145\/2600428.2609561"},{"key":"33_CR18","doi-asserted-by":"crossref","unstructured":"Montague, M., Aslam, J.A.: Condorcet fusion for improved retrieval. In: Proceedings of ACM CIKM Conference, McLean, VA, USA, pp. 538\u2013548 (2002)","DOI":"10.1145\/584792.584881"},{"key":"33_CR19","series-title":"Natural Computing","volume-title":"Differential Evolution-A Practical Approach to Global Optimization","author":"K Price","year":"2005","unstructured":"Price, K., Storn, R.M., Lampinen, J.A.: Differential Evolution-A Practical Approach to Global Optimization. Natural Computing. Springer, Heidelberg (2005)"},{"key":"33_CR20","doi-asserted-by":"crossref","unstructured":"Rodrygo, L., Santos, T., Macdonald, C., Ounis, I.: Exploiting query reformulations for web search result diversification. In: Proceedings of WWW, Raleigh, North Carolina, USA, pp. 881\u2013890 (2010)","DOI":"10.1145\/1772690.1772780"},{"key":"33_CR21","doi-asserted-by":"crossref","unstructured":"Sheldon, D., Shokouhi, M., Szummer, M., Craswell, N.: Lambdamerge: merging the results of query reformulations. In: Proceedings of WSDM, Hong Kong, China, pp. 795\u2013804 (2011)","DOI":"10.1145\/1935826.1935930"},{"issue":"3","key":"33_CR22","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1023\/A:1009980820262","volume":"1","author":"CC Vogt","year":"1999","unstructured":"Vogt, C.C., Cottrell, G.W.: Fusion via a linear combination of scores. Inf. Retrieval 1(3), 151\u2013173 (1999)","journal-title":"Inf. Retrieval"},{"key":"33_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1007\/978-3-642-23091-2_20","volume-title":"Database and Expert Systems Applications","author":"S Wu","year":"2011","unstructured":"Wu, S., Bi, Y., Zeng, X.: The linear combination data fusion method in information retrieval. In: Hameurlain, A., Liddle, S.W., Schewe, K.-D., Zhou, X. (eds.) DEXA 2011, Part II. LNCS, vol. 6861, pp. 219\u2013233. Springer, Heidelberg (2011)"},{"key":"33_CR24","doi-asserted-by":"crossref","unstructured":"Wu, S., Huang, C.: Search result diversification via data fusion. In: Proceedings of ACM SIGIR 2014, Gold Coast, QLD, Australia, pp. 827\u2013830 (2014)","DOI":"10.1145\/2600428.2609451"},{"issue":"4","key":"33_CR25","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1016\/j.ipm.2005.08.004","volume":"42","author":"S Wu","year":"2006","unstructured":"Wu, S., McClean, S.I.: Performance prediction of data fusion for information retrieval. Inf. Process. Manage. 42(4), 899\u2013915 (2006)","journal-title":"Inf. Process. Manage."},{"key":"33_CR26","doi-asserted-by":"crossref","unstructured":"Xia, L., Xu, J., Lan, Y., Guo, J., Cheng, X.: Learning maximal marginal relevance model via directly optimizing diversity evaluation measures. In: Proceedings of ACM SIGIR 2015, Santiago, Chile, pp. 113\u2013122 (2015)","DOI":"10.1145\/2766462.2767710"},{"key":"33_CR27","doi-asserted-by":"crossref","unstructured":"Yue, Y., Joachims, T.: Predicting diverse subsets using structural SVMs. In: Machine Learning, Proceedings of ICML, Helsinki, Finland, pp. 1224\u20131231 (2008)","DOI":"10.1145\/1390156.1390310"},{"key":"33_CR28","doi-asserted-by":"crossref","unstructured":"Zhu, Y., Lan, Y., Guo, J., Cheng, X., Niu, S.: Learning for search result diversification. In: Proceedings of ACM SIGIR 2014, pp. 293\u2013302 (2014)","DOI":"10.1145\/2600428.2609634"}],"container-title":["Lecture Notes in Computer Science","Web-Age Information Management"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-39937-9_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,3]],"date-time":"2025-06-03T19:46:04Z","timestamp":1748979964000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-39937-9_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319399362","9783319399379"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-39937-9_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}