{"id":"https://openalex.org/W2775140922","doi":"https://doi.org/10.4018/ijats.2016010101","title":"Multi-Agents Machine Learning (MML) System for Plagiarism Detection","display_name":"Multi-Agents Machine Learning (MML) System for Plagiarism Detection","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2775140922","doi":"https://doi.org/10.4018/ijats.2016010101","mag":"2775140922"},"language":"en","primary_location":{"id":"doi:10.4018/ijats.2016010101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijats.2016010101","pdf_url":null,"source":{"id":"https://openalex.org/S162923185","display_name":"International Journal of Agent Technologies and Systems","issn_l":"1943-0744","issn":["1943-0744","1943-0752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Agent Technologies and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074447861","display_name":"Hadj Ahmed Bouarara","orcid":"https://orcid.org/0000-0002-4973-4385"},"institutions":[{"id":"https://openalex.org/I4210148060","display_name":"Universit\u00e9 de Saida Dr.Moulay Tahar","ror":"https://ror.org/03mwqca46","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210148060"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Hadj Ahmed Bouarara","raw_affiliation_strings":["Department of Computer Science, Dr. Tahar Moulay University, Saida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dr. Tahar Moulay University, Saida, Algeria","institution_ids":["https://openalex.org/I4210148060"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5074447861"],"corresponding_institution_ids":["https://openalex.org/I4210148060"],"apc_list":null,"apc_paid":null,"fwci":0.4417,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8221659,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":"1","first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8732361793518066},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6519395709037781},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6382119059562683},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6134023070335388},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5886965394020081},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5611424446105957},{"id":"https://openalex.org/keywords/plagiarism-detection","display_name":"Plagiarism detection","score":0.5365611910820007},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5348082780838013},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.5040153861045837},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4647625684738159},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.42289188504219055}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8732361793518066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6519395709037781},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6382119059562683},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6134023070335388},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5886965394020081},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5611424446105957},{"id":"https://openalex.org/C2780907237","wikidata":"https://www.wikidata.org/wiki/Q2986238","display_name":"Plagiarism detection","level":2,"score":0.5365611910820007},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5348082780838013},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.5040153861045837},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4647625684738159},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.42289188504219055},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijats.2016010101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijats.2016010101","pdf_url":null,"source":{"id":"https://openalex.org/S162923185","display_name":"International Journal of Agent Technologies and Systems","issn_l":"1943-0744","issn":["1943-0744","1943-0752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Agent Technologies and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"},{"score":0.4099999964237213,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W123495503","https://openalex.org/W657371042","https://openalex.org/W1168306351","https://openalex.org/W1501099340","https://openalex.org/W1509629370","https://openalex.org/W1550206324","https://openalex.org/W1869906767","https://openalex.org/W1930059000","https://openalex.org/W1967925097","https://openalex.org/W1968197683","https://openalex.org/W1983425326","https://openalex.org/W2004020960","https://openalex.org/W2008056655","https://openalex.org/W2014868958","https://openalex.org/W2019076926","https://openalex.org/W2038155865","https://openalex.org/W2049422789","https://openalex.org/W2100935296","https://openalex.org/W2147528976","https://openalex.org/W2164634022","https://openalex.org/W2230677140","https://openalex.org/W2302344550","https://openalex.org/W2335634178","https://openalex.org/W2339626475","https://openalex.org/W2340746501","https://openalex.org/W2603144157","https://openalex.org/W2953332543"],"related_works":["https://openalex.org/W4327772909","https://openalex.org/W3186233728","https://openalex.org/W1470425429","https://openalex.org/W4377964522","https://openalex.org/W4384345534","https://openalex.org/W4291177832","https://openalex.org/W4386263996","https://openalex.org/W3022791929","https://openalex.org/W4385810203","https://openalex.org/W4226139868"],"abstract_inverted_index":{"Day":[0],"after":[1],"day":[2],"the":[3,14,19,26,31,43,54,97,105,111],"cases":[4],"of":[5,21,39,56,80,92,107],"plagiarism":[6,58,70],"increase":[7],"and":[8,77,85,122,124,137],"become":[9],"a":[10,65,120],"crucial":[11],"problem":[12],"in":[13,25,50,110,113],"modern":[15],"world":[16],"caused":[17],"by":[18],"quantity":[20],"textual":[22],"information":[23],"available":[24],"web.":[27],"Data":[28],"mining":[29],"becomes":[30],"foundation":[32],"for":[33,68,96],"many":[34],"different":[35],"domains":[36],"as":[37,94,101],"one":[38],"its":[40],"chores":[41],"is":[42,62,78],"text":[44,98],"categorization,":[45],"which":[46],"can":[47],"be":[48],"used":[49],"order":[51,114],"to":[52,64,103,115,119],"resolve":[53],"impediment":[55],"automatic":[57],"detection.":[59],"This":[60],"article":[61],"devoted":[63],"new":[66],"approach":[67],"combating":[69],"named":[71],"MML":[72],"(Multi-agents":[73],"Machine":[74],"learning":[75,123,130],"system)":[76],"composed":[79],"three":[81,128],"modules:":[82],"data":[83],"preparation":[84],"digitalization,":[86],"using":[87,127],"n-gram":[88],"character":[89],"or":[90],"bag":[91],"words":[93],"methods":[95],"representation;":[99],"TF*IDF":[100],"weighting":[102],"calculate":[104],"importance":[106],"each":[108,117],"term":[109],"corpus":[112],"transform":[116],"document":[118],"vector;":[121],"voting":[125],"phase":[126],"supervised":[129],"algorithms":[131],"(decision":[132],"tree":[133],"c4.5,":[134],"na\u00efve":[135],"Bayes":[136],"support":[138],"vector":[139],"machine).":[140]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}