{"id":"https://openalex.org/W3126526144","doi":"https://doi.org/10.1109/apcorise46197.2019.9318872","title":"Classifying Twitter Spammer based on User's Behavior using Decision Tree","display_name":"Classifying Twitter Spammer based on User's Behavior using Decision Tree","publication_year":2019,"publication_date":"2019-04-18","ids":{"openalex":"https://openalex.org/W3126526144","doi":"https://doi.org/10.1109/apcorise46197.2019.9318872","mag":"3126526144"},"language":"en","primary_location":{"id":"doi:10.1109/apcorise46197.2019.9318872","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apcorise46197.2019.9318872","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Asia Pacific Conference on Research in Industrial and Systems Engineering (APCoRISE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075437429","display_name":"Yuli Fitriani","orcid":null},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yuli Fitriani","raw_affiliation_strings":["Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019052119","display_name":"Surya Sumpeno","orcid":"https://orcid.org/0000-0002-1744-1342"},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Surya Sumpeno","raw_affiliation_strings":["Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012595591","display_name":"Mauridhi Hery Purnomo","orcid":"https://orcid.org/0000-0002-6221-7382"},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Mauridhi Hery Purnomo","raw_affiliation_strings":["Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia","institution_ids":["https://openalex.org/I166843116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I166843116"],"apc_list":null,"apc_paid":null,"fwci":0.439,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6539178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2010","issue":null,"first_page":"1","last_page":"7"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9970846176147461},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6223486065864563},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.5845358967781067},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4572155475616455},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.4417322874069214},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.41521352529525757},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3638744652271271},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34754297137260437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3257356286048889},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.22443470358848572},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1157640814781189},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11437833309173584}],"concepts":[{"id":"https://openalex.org/C158955206","wikidata":"https://www.wikidata.org/wiki/Q83058","display_name":"Spamming","level":3,"score":0.9970846176147461},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6223486065864563},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.5845358967781067},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4572155475616455},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.4417322874069214},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.41521352529525757},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3638744652271271},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34754297137260437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3257356286048889},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.22443470358848572},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1157640814781189},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11437833309173584},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apcorise46197.2019.9318872","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apcorise46197.2019.9318872","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Asia Pacific Conference on Research in Industrial and Systems Engineering (APCoRISE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W9223698","https://openalex.org/W1513521279","https://openalex.org/W1850562331","https://openalex.org/W1986678144","https://openalex.org/W1993081839","https://openalex.org/W2034822495","https://openalex.org/W2073518945","https://openalex.org/W2295464403","https://openalex.org/W2322730640","https://openalex.org/W2591987426","https://openalex.org/W6638696979"],"related_works":["https://openalex.org/W146417747","https://openalex.org/W2185014967","https://openalex.org/W2008664567","https://openalex.org/W2728430307","https://openalex.org/W2107786128","https://openalex.org/W2053241453","https://openalex.org/W2064237629","https://openalex.org/W2537388533","https://openalex.org/W2217604302","https://openalex.org/W2093123876"],"abstract_inverted_index":{"Twitter":[0],"is":[1,160],"one":[2],"of":[3,23,126,153,156],"microblogging":[4],"service":[5],"that":[6,56],"widely":[7],"used":[8],"by":[9],"people.":[10],"Its":[11],"popularity":[12],"invites":[13],"spammers":[14],"to":[15,32,36,53,88,102],"disturb":[16],"other":[17,59],"users":[18,95,104],"with":[19,44],"a":[20,38,42,48,64,76,106,141],"large":[21],"number":[22],"spam":[24],"tweets.":[25],"Spammers":[26],"send":[27],"untrusted":[28],"news,":[29],"unwanted":[30],"tweets":[31,129],"another":[33],"twitter":[34],"accounts":[35,66],"introduce":[37],"product":[39],"and":[40,69,78,149,158],"service,":[41],"job":[43],"high":[45],"salary,":[46],"promote":[47],"new":[49],"website,":[50],"spread":[51],"advertise":[52],"generate":[54],"sales":[55],"could":[57,84,146],"harm":[58],"users.":[60],"This":[61,91,110],"paper":[62,92,111],"collects":[63],"hundred":[65],"from":[67],"non-spammer":[68,77,107,148,157],"spammer.":[70,79,90,109,150],"After":[71],"that,":[72],"manually":[73],"classified":[74],"as":[75,96,105,116],"User's":[80],"behavior":[81],"characteristics,":[82],"which":[83],"give":[85],"many":[86],"clues":[87],"classify":[89,103,147],"applies":[93,112],"profile":[94],"features":[97],"for":[98],"the":[99,117,124,154],"machine":[100],"learning":[101],"or":[108,138],"seven":[113],"attributes":[114],"such":[115],"statuses":[118],"count,":[119,121,123],"followers":[120],"friends":[122],"age":[125],"account,":[127],"average":[128,132],"per":[130],"day,":[131],"limits":[133],"between":[134],"tweets,":[135],"verified":[136],"user":[137],"not.":[139],"Using":[140],"Decision":[142],"Tree":[143],"method,":[144],"we":[145],"The":[151],"accuracy":[152],"classification":[155],"spammer":[159],"88,235%.":[161]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
