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In this article, we propose a novel AQE algorithm which first adopts a systematic incremental approach to choose feedback documents from the top retrieved set and then selects the expansion terms aggregating the scores from each feedback set. We also devise a term selection measure and a number of weighting schemes based on easily computable features. A set of experiments with a large number of standard test collections reveals that the proposed incremental blind feedback algorithm outperforms a number of state-of-the-art query expansion methods with remarkable significance and consistency.<\/jats:p>","DOI":"10.1145\/2611521","type":"journal-article","created":{"date-parts":[[2014,10,7]],"date-time":"2014-10-07T12:57:47Z","timestamp":1412686667000},"page":"1-22","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["Incremental blind feedback"],"prefix":"10.1145","volume":"13","author":[{"given":"Jiaul H.","family":"Paik","sequence":"first","affiliation":[{"name":"University of Maryland, College Park"}]},{"given":"Dipasree","family":"Pal","sequence":"additional","affiliation":[{"name":"Indian Statistical Institute, Kolkata"}]},{"given":"Swapan K.","family":"Parui","sequence":"additional","affiliation":[{"name":"Indian Statistical Institute, Kolkata"}]}],"member":"320","published-online":{"date-parts":[[2014,10,3]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/133160.133169"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/582415.582416"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/322017.322021"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2009916.2009998"},{"key":"e_1_2_1_5_1","volume-title":"Proceedings of the 15th Australasian Database Conference (ADC\u201904)","volume":"27","author":"Billerbeck Bodo","year":"2004","unstructured":"Bodo Billerbeck and Justin Zobel . 2004 . Questioning query expansion: An examination of behaviour and parameters . In Proceedings of the 15th Australasian Database Conference (ADC\u201904) . Vol. 27 , 69--76. Bodo Billerbeck and Justin Zobel. 2004. Questioning query expansion: An examination of behaviour and parameters. In Proceedings of the 15th Australasian Database Conference (ADC\u201904). 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