{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T21:12:00Z","timestamp":1651871520656},"reference-count":0,"publisher":"IGI Global","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,1,1]]},"abstract":"<p>In the last decade, the plagiarism phenomenon has widely spread and become a topical problem in the modern scientific world, caused by the wide availability of electronic documents online and offline. This work will be devoted to describe a new plagiarism detection system named AOGK \u00ab Agents Oriented Genetic-K-means \u00bb based on a multi-agents architecture composed of three modules: text parsing to transform documents into vectors; Learning module using genetic algorithms to build a prediction model; Test module using k-means for the final classification of suspicious document; To evaluate their system the authors have used a range of reference metrics (precision, recall, f-measure and entropy) and the benchmark PAN 09. They have compared the results obtained with the performance of other systems found in literature; the authors' aim is the preservation of copyright.<\/p>","DOI":"10.4018\/ijoris.2017010102","type":"journal-article","created":{"date-parts":[[2016,10,19]],"date-time":"2016-10-19T16:37:17Z","timestamp":1476895037000},"page":"22-39","source":"Crossref","is-referenced-by-count":0,"title":["Agents Oriented Genetic-K-Means (AOGK) System for Plagiarism Detection"],"prefix":"10.4018","volume":"8","author":[{"given":"Hadj Ahmed","family":"Bouarara","sequence":"first","affiliation":[{"name":"Department of Computer Science Tahar Moulay University of Saida Algeria, Saida Algeria, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yasmin","family":"Bouarara","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Tahar Moulay University of Saida Algeria, Saida Algeria, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"2432","container-title":["International Journal of Operations Research and Information Systems"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=169782","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T20:55:57Z","timestamp":1651870557000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJORIS.2017010102"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2017,1,1]]},"references-count":0,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,1]]}},"URL":"https:\/\/doi.org\/10.4018\/ijoris.2017010102","relation":{},"ISSN":["1947-9328","1947-9336"],"issn-type":[{"value":"1947-9328","type":"print"},{"value":"1947-9336","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,1,1]]}}}