{"id":"https://openalex.org/W2515672511","doi":"https://doi.org/10.1145/2905055.2905081","title":"Finding of Review Spam through \"Corleone, Review Genre, Writing Style and Review Text Detail Features\"","display_name":"Finding of Review Spam through \"Corleone, Review Genre, Writing Style and Review Text Detail Features\"","publication_year":2016,"publication_date":"2016-03-04","ids":{"openalex":"https://openalex.org/W2515672511","doi":"https://doi.org/10.1145/2905055.2905081","mag":"2515672511"},"language":"en","primary_location":{"id":"doi:10.1145/2905055.2905081","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2905055.2905081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies","raw_type":"proceedings-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/A5061818110","display_name":"Rupesh Kumar Dewang","orcid":"https://orcid.org/0000-0002-9188-0140"},"institutions":[{"id":"https://openalex.org/I152869788","display_name":"Motilal Nehru National Institute of Technology","ror":"https://ror.org/04dp7tp96","country_code":"IN","type":"education","lineage":["https://openalex.org/I152869788"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rupesh Kumar Dewang","raw_affiliation_strings":["Computer Science & Engineering Department, Motilal Nehru National Institute of Technology Allahabad, Allahabad (U.P) India"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering Department, Motilal Nehru National Institute of Technology Allahabad, Allahabad (U.P) India","institution_ids":["https://openalex.org/I152869788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100770174","display_name":"Pushpendra Singh","orcid":"https://orcid.org/0000-0003-2531-0999"},"institutions":[{"id":"https://openalex.org/I152869788","display_name":"Motilal Nehru National Institute of Technology","ror":"https://ror.org/04dp7tp96","country_code":"IN","type":"education","lineage":["https://openalex.org/I152869788"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushpendra Singh","raw_affiliation_strings":["Computer Science & Engineering Department, Motilal Nehru National Institute of Technology Allahabad, Allahabad (U.P) India"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering Department, Motilal Nehru National Institute of Technology Allahabad, Allahabad (U.P) India","institution_ids":["https://openalex.org/I152869788"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036495581","display_name":"Anil Kumar Singh","orcid":"https://orcid.org/0000-0002-5994-6007"},"institutions":[{"id":"https://openalex.org/I152869788","display_name":"Motilal Nehru National Institute of Technology","ror":"https://ror.org/04dp7tp96","country_code":"IN","type":"education","lineage":["https://openalex.org/I152869788"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anil Kumar Singh","raw_affiliation_strings":["Computer Science & Engineering Department, Motilal Nehru National Institute of Technology Allahabad, Allahabad (U.P) India"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering Department, Motilal Nehru National Institute of Technology Allahabad, Allahabad (U.P) India","institution_ids":["https://openalex.org/I152869788"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061818110"],"corresponding_institution_ids":["https://openalex.org/I152869788"],"apc_list":null,"apc_paid":null,"fwci":1.9905,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89781186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":1.0,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9980000257492065,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spamming","display_name":"Spamming","score":0.8690528869628906},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7641522884368896},{"id":"https://openalex.org/keywords/c4.5-algorithm","display_name":"C4.5 algorithm","score":0.6922528147697449},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6874488592147827},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6220946311950684},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6098073720932007},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5838177800178528},{"id":"https://openalex.org/keywords/spambot","display_name":"Spambot","score":0.5796223282814026},{"id":"https://openalex.org/keywords/writing-style","display_name":"Writing style","score":0.5211201310157776},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5125482082366943},{"id":"https://openalex.org/keywords/bag-of-words-model","display_name":"Bag-of-words model","score":0.4883374869823456},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.47038260102272034},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.45143893361091614},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44406843185424805},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.421671599149704},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.41052180528640747},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.39538905024528503},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3064936101436615},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.15269437432289124}],"concepts":[{"id":"https://openalex.org/C158955206","wikidata":"https://www.wikidata.org/wiki/Q83058","display_name":"Spamming","level":3,"score":0.8690528869628906},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7641522884368896},{"id":"https://openalex.org/C52003472","wikidata":"https://www.wikidata.org/wiki/Q1022655","display_name":"C4.5 algorithm","level":4,"score":0.6922528147697449},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6874488592147827},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6220946311950684},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6098073720932007},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5838177800178528},{"id":"https://openalex.org/C127735637","wikidata":"https://www.wikidata.org/wiki/Q2306702","display_name":"Spambot","level":4,"score":0.5796223282814026},{"id":"https://openalex.org/C13622073","wikidata":"https://www.wikidata.org/wiki/Q2243831","display_name":"Writing style","level":2,"score":0.5211201310157776},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5125482082366943},{"id":"https://openalex.org/C13672336","wikidata":"https://www.wikidata.org/wiki/Q3460803","display_name":"Bag-of-words model","level":2,"score":0.4883374869823456},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.47038260102272034},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.45143893361091614},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44406843185424805},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.421671599149704},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.41052180528640747},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39538905024528503},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3064936101436615},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.15269437432289124},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2905055.2905081","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2905055.2905081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8100000023841858,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W118614212","https://openalex.org/W1775665607","https://openalex.org/W1976467781","https://openalex.org/W1976794979","https://openalex.org/W1977764012","https://openalex.org/W1979822054","https://openalex.org/W1984160751","https://openalex.org/W1990627567","https://openalex.org/W1996430422","https://openalex.org/W1996665163","https://openalex.org/W1997840447","https://openalex.org/W2018404828","https://openalex.org/W2043976122","https://openalex.org/W2047756776","https://openalex.org/W2089902509","https://openalex.org/W2133990480","https://openalex.org/W2150999626","https://openalex.org/W2154058875","https://openalex.org/W2251030241","https://openalex.org/W2612769033","https://openalex.org/W2949957935","https://openalex.org/W4242295676","https://openalex.org/W6691103430"],"related_works":["https://openalex.org/W2018000323","https://openalex.org/W2403960249","https://openalex.org/W2095720311","https://openalex.org/W384368127","https://openalex.org/W2229063547","https://openalex.org/W1550559420","https://openalex.org/W1502194589","https://openalex.org/W2080521416","https://openalex.org/W2139156400","https://openalex.org/W4292167554"],"abstract_inverted_index":{"In":[0,74],"the":[1,29,36,46,53,145],"era":[2],"of":[3,130],"e-commerce,":[4],"customers":[5],"are":[6,27,40,61],"trust":[7],"on":[8],"on-line":[9],"review.":[10],"Reviews":[11,39],"help":[12],"them":[13],"to":[14,18,32,65],"make":[15],"right":[16],"decisions":[17],"buy":[19],"a":[20,24,133],"product":[21],"or":[22,34,42,135],"hire":[23],"service.":[25],"Spammer":[26],"writes":[28],"fake":[30],"review":[31,131],"promote":[33],"demote":[35],"target":[37],"products.":[38],"spam":[41,54,67,134],"non-spam;":[43],"this":[44,75],"is":[45,57],"biggest":[47],"problem":[48,56],"for":[49,128],"E-commerce":[50],"business.":[51],"Moreover,":[52],"detection":[55],"complex":[58],"task.":[59],"Spammers":[60],"inventing":[62],"new":[63,81],"methods":[64],"writing":[66,82],"reviews.":[68],"It":[69],"cannot":[70],"be":[71],"recognized":[72],"easily.":[73],"paper,":[76],"we":[77],"have":[78,110],"extracted":[79],"some":[80],"style":[83],"features":[84,95],"like,":[85,96],"attractive":[86],"text":[87,100],"ratio":[88,92],"and":[89,93,99,103,141],"function":[90],"word":[91],"corleone-based":[94],"lexical":[97],"validity":[98],"like":[101],"fraction":[102],"compared":[104],"with":[105],"already":[106],"existing":[107],"features.":[108],"We":[109],"applied":[111],"support":[112],"vector":[113],"machine":[114],"(SVM),":[115],"logistic":[116,142],"regression,":[117],"random":[118,139],"forest,":[119],"Jrip,":[120],"functional":[121],"tree,":[122],"Naive":[123],"Bayes,":[124],"J48,":[125],"PART":[126],"algorithms":[127],"classification":[129],"as":[132],"non-spam.":[136],"The":[137],"SVM,":[138],"forest":[140],"regression":[143],"gives":[144],"68%":[146],"accuracy.":[147]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}