{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,6,2]],"date-time":"2022-06-02T06:11:13Z","timestamp":1654150273810},"reference-count":10,"publisher":"IGI Global","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,4,1]]},"abstract":"<p>In this study, the authors design a cognitive tool to detect malicious images using a smart phone. This tool can learn shot images taken with the camera of a smart phone and automatically classify the new image as a malicious image in the smart phone. To develop the learning and classifier tool, the authors implement an image analysis function and a learning and classifier function using a support vector machine (SVM) with the smart phone. With this tool, the user can collect image data with the camera of a smart phone, create learning data, and classify the new image data according to the learning data in the smart phone. In this study, the authors apply this tool to a user interface of a cosmetics recommendation service system and demonstrate its effectiveness by in reducing the load of the diagnosis server in this service and improving the user service.<\/p>","DOI":"10.4018\/ijssci.2014040102","type":"journal-article","created":{"date-parts":[[2015,4,29]],"date-time":"2015-04-29T13:23:08Z","timestamp":1430313788000},"page":"30-40","source":"Crossref","is-referenced-by-count":2,"title":["Design and Implementation of a Cognitive Tool to Detect Malicious Images Using the Smart Phone"],"prefix":"10.4018","volume":"6","author":[{"given":"Hiroyuki","family":"Nishiyama","sequence":"first","affiliation":[{"name":"Faculty of Science and Technology, Tokyo University of Science, Noda, Japan"}]},{"given":"Fumio","family":"Mizoguchi","sequence":"additional","affiliation":[{"name":"Faculty of Science and Technology, Tokyo University of Science, Noda, Japan & WisdomTex Co. Ltd., Tokyo, Japan"}]}],"member":"2432","reference":[{"key":"ijssci.2014040102-0","author":"S. D. K.Android"},{"key":"ijssci.2014040102-1","unstructured":"Chang, C.-C., & Lin, C.-J. LIBSVM: a library for support vector machines, http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm\/"},{"key":"ijssci.2014040102-2","doi-asserted-by":"publisher","DOI":"10.4018\/jssci.2012010101"},{"key":"ijssci.2014040102-3","first-page":"19","article-title":"A Cellular Telephone-Based Application for Skin-Grading to Support Cosmetic Sales.","volume":"2003","author":"H.Hiraishi","year":"2003","journal-title":"IAAI"},{"key":"ijssci.2014040102-4","unstructured":"Mobile Content Forum. (2009). K-tai white paper 2010, Impress R&D [in Japanese]"},{"key":"ijssci.2014040102-5","doi-asserted-by":"crossref","unstructured":"Nishiyama, H., & Mizoguchi, F. (2011). Cognitive Support by Smart Phone - Human Judgment on Cosmetic Skin Analysis Support -. The 10th IEEE International Conference on COGNITIVE INFORMATICS & COGNITIVE COMPUTING: ICCI*CC 2011.","DOI":"10.1109\/COGINF.2011.6016138"},{"key":"ijssci.2014040102-6","doi-asserted-by":"publisher","DOI":"10.4018\/ijssci.2013010104"},{"key":"ijssci.2014040102-7","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"ijssci.2014040102-8","doi-asserted-by":"crossref","unstructured":"Wang, H., Shi, Y., Zhou, X., Zhou, Q., Shao, S., & Bouguettaya, A. (2010). Web Service Classification using Support Vector Machine. The Proc. of the 22nd International Conference on Tools with Artificial Intelligence, 3-6.","DOI":"10.1109\/ICTAI.2010.9"},{"key":"ijssci.2014040102-9","doi-asserted-by":"publisher","DOI":"10.4018\/jssci.2011010101"}],"container-title":["International Journal of Software Science and Computational Intelligence"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=127012","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T18:07:43Z","timestamp":1654106863000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/ijssci.2014040102"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2014,4,1]]},"references-count":10,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2014,4]]}},"URL":"https:\/\/doi.org\/10.4018\/ijssci.2014040102","relation":{},"ISSN":["1942-9045","1942-9037"],"issn-type":[{"value":"1942-9045","type":"print"},{"value":"1942-9037","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,4,1]]}}}