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This paper aims to address this issue with a study that is focused on four perspectives: (i) a comparative analysis of background information resources that are essential for measuring lexical semantic relatedness; (ii) a review of the literature with a focus on recent methods that are not covered in previous surveys; (iii) discussion of the studies in the biomedical domain where novel methods have been introduced but inadequately communicated across the domain boundaries; and (iv) an evaluation of lexical semantic relatedness methods and a discussion of useful lessons for the development and application of such methods. In addition, we discuss a number of issues in this field and suggest future research directions. It is believed that this work will be a valuable reference to researchers of lexical semantic relatedness and substantially support the research activities in this field.<\/jats:p>","DOI":"10.1017\/s1351324912000125","type":"journal-article","created":{"date-parts":[[2012,5,4]],"date-time":"2012-05-04T12:57:47Z","timestamp":1336136267000},"page":"411-479","source":"Crossref","is-referenced-by-count":38,"title":["Recent advances in methods of lexical semantic relatedness \u2013 a survey"],"prefix":"10.1017","volume":"19","author":[{"given":"ZIQI","family":"ZHANG","sequence":"first","affiliation":[]},{"given":"ANNA LISA","family":"GENTILE","sequence":"additional","affiliation":[]},{"given":"FABIO","family":"CIRAVEGNA","sequence":"additional","affiliation":[]}],"member":"56","published-online":{"date-parts":[[2012,5,4]]},"reference":[{"key":"S1351324912000125_ref159","first-page":"1646","volume-title":"Proceedings of the Conference on Language Resources and Evaluation (LREC)","author":"Zesch","year":"2008"},{"key":"S1351324912000125_ref57","volume-title":"Computational Analysis of Present-Day American English","author":"Kucera","year":"1967"},{"key":"S1351324912000125_ref51","doi-asserted-by":"publisher","DOI":"10.1016\/0020-0271(73)90043-0"},{"key":"S1351324912000125_ref35","first-page":"136","volume-title":"Proceedings of the 9th International Conference on Web Information Systems Engineering","author":"Gracia","year":"2008"},{"key":"S1351324912000125_ref47","first-page":"581","volume-title":"Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)","author":"Hughes","year":"2007"},{"key":"S1351324912000125_ref12","doi-asserted-by":"publisher","DOI":"10.1162\/coli.2006.32.1.13"},{"key":"S1351324912000125_ref46","unstructured":"Hope D. 2008. 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