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The paper aims to discuss this issue.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Design\/methodology\/approach<\/jats:title><jats:p>\u2013 In this paper, being inspired by the mechanism through which our Mother Nature handling human taste, a proposed model for clustering and classification hand gesture is introduced based on human taste controlling strategy.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Findings<\/jats:title><jats:p>\u2013 The model can extract information from measurement data and handling it as the structure of tongue and the nervous systems of human taste recognition.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Originality\/value<\/jats:title><jats:p>\u2013 The efficiency of proposed model is demonstrated experimentally on classifying the sign language data set; in the high recognition accuracy obtained for numbers of ASL was 95.52 percent.<\/jats:p><\/jats:sec>","DOI":"10.1108\/k-03-2014-0047","type":"journal-article","created":{"date-parts":[[2015,3,25]],"date-time":"2015-03-25T07:38:40Z","timestamp":1427269120000},"page":"451-459","source":"Crossref","is-referenced-by-count":0,"title":["Philosophy of gustatory perception strategy for hand gesture recognition"],"prefix":"10.1108","volume":"44","author":[{"given":"Nermeen","family":"El Kashef","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yasser Fouad","family":"Hassan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Khaled","family":"Mahar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mustafa H.","family":"Fahmy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","reference":[{"key":"key2020122523020374800_b2","unstructured":"Anon (2013), \u201cAmerican sign language: number chart\u201d, available at: www.lifeprint.com\/asl101\/pages-signs\/n\/numbers.htm (accessed January 2014)."},{"key":"key2020122523020374800_b9","doi-asserted-by":"crossref","unstructured":"Bin, L. and Samiei, M. 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