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In this paper, we focus on blog retrieval, which aims at ranking blogs with respect to their recurrent relevance to a user\u2019s topic. Although different blog retrieval algorithms have already been proposed, few of them have considered temporal properties of the input queries. Therefore, we propose an efficient approach to improving relevant blog retrieval using temporal property of queries. First, time sensitivity of each query is automatically computed for different time intervals based on an initially retrieved set of relevant posts. Then a temporal score is calculated for each blog and finally all blogs are ranked based on their temporal and content relevancy with regard to the input query. Experimental analysis and comparison of the proposed method are carried out using a standard dataset with 45 diverse queries. Our experimental results demonstrate that, using different measurement criteria, our proposed method outperforms other blog retrieval methods.<\/jats:p>","DOI":"10.1177\/0165551515618589","type":"journal-article","created":{"date-parts":[[2015,12,23]],"date-time":"2015-12-23T21:34:24Z","timestamp":1450906464000},"page":"103-121","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":8,"title":["Time sensitive blog retrieval using temporal properties of queries"],"prefix":"10.1177","volume":"43","author":[{"given":"MohammadSadegh","family":"Zahedi","sequence":"first","affiliation":[{"name":"School of Electrical and Computer Engineering, University of Tehran, Iran"}]},{"given":"Abolfazl","family":"Aleahmad","sequence":"additional","affiliation":[{"name":"School of Electrical and Computer Engineering, University of Tehran, Iran"}]},{"given":"Maseud","family":"Rahgozar","sequence":"additional","affiliation":[{"name":"School of Electrical and Computer Engineering, University of Tehran, Iran"}]},{"given":"Farhad","family":"Oroumchian","sequence":"additional","affiliation":[{"name":"University of Wollongong in Dubai, UAE"}]},{"given":"Arastoo","family":"Bozorgi","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Memorial University of Newfoundland, Canada"}]}],"member":"179","published-online":{"date-parts":[[2016,7,10]]},"reference":[{"key":"bibr1-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1177\/0165551505054175"},{"key":"bibr2-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1002\/asi.21502"},{"key":"bibr3-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1002\/asi.22916"},{"key":"bibr4-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1002\/asi.22724"},{"key":"bibr5-0165551515618589","volume-title":"AAAI spring symposium: Computational approaches to analyzing weblogs","author":"Ku L-W","year":"2006"},{"key":"bibr6-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1145\/1835449.1835516"},{"key":"bibr7-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-014-9241-z"},{"key":"bibr8-0165551515618589","volume-title":"Credibility improves topical blog post retrieval","author":"Weerkamp W","year":"2008"},{"key":"bibr9-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-011-9182-8"},{"key":"bibr10-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2014.09.001"},{"key":"bibr11-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-45402-2_28"},{"key":"bibr12-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40675-1_3"},{"key":"bibr13-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-45402-2_29"},{"key":"bibr14-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1561\/1500000026"},{"key":"bibr15-0165551515618589","doi-asserted-by":"publisher","DOI":"10.1145\/1842890.1842899"},{"key":"bibr16-0165551515618589","first-page":"31","author":"Macdonald C","year":"2007","journal-title":"TREC"},{"key":"bibr17-0165551515618589","doi-asserted-by":"crossref","unstructured":"Ounis I, Macdonald C, Soboroff I. 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