{"id":"https://openalex.org/W2749421715","doi":"https://doi.org/10.1145/3086637","title":"Robust Spammer Detection in Microblogs","display_name":"Robust Spammer Detection in Microblogs","publication_year":2017,"publication_date":"2017-08-18","ids":{"openalex":"https://openalex.org/W2749421715","doi":"https://doi.org/10.1145/3086637","mag":"2749421715"},"language":"en","primary_location":{"id":"doi:10.1145/3086637","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3086637","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Intelligent Systems and Technology","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/A5101611863","display_name":"Hao Fu","orcid":"https://orcid.org/0000-0003-1068-9465"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Fu","raw_affiliation_strings":["University of Science and Technology of China, Hefei, Anhui, PR China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, Anhui, PR China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044651577","display_name":"Xing Xie","orcid":"https://orcid.org/0000-0002-8608-8482"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Xie","raw_affiliation_strings":["Microsoft Research, Beijing, PR China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, PR China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100728764","display_name":"Rui Yong","orcid":"https://orcid.org/0000-0003-4703-848X"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Rui","raw_affiliation_strings":["Microsoft Research, Beijing, PR China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, PR China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009102659","display_name":"Neil Zhenqiang Gong","orcid":"https://orcid.org/0000-0002-9900-9309"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neil Zhenqiang Gong","raw_affiliation_strings":["Iowa State University, Ames, USA"],"affiliations":[{"raw_affiliation_string":"Iowa State University, Ames, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100932403","display_name":"Guangzhong Sun","orcid":"https://orcid.org/0000-0002-0794-7681"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangzhong Sun","raw_affiliation_strings":["University of Science and Technology of China, Hefei, Anhui, PR China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, Anhui, PR China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048237545","display_name":"Enhong Chen","orcid":"https://orcid.org/0000-0002-4835-4102"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enhong Chen","raw_affiliation_strings":["University of Science and Technology of China, Hefei, Anhui, PR China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, Anhui, PR China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101611863"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":9.1889,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.97882379,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":"6","first_page":"1","last_page":"31"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9983000159263611,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spamming","display_name":"Spamming","score":0.9915722608566284},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8497380614280701},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.8187117576599121},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.663912832736969},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5153486132621765},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4265732765197754},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3742869198322296},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.30222517251968384}],"concepts":[{"id":"https://openalex.org/C158955206","wikidata":"https://www.wikidata.org/wiki/Q83058","display_name":"Spamming","level":3,"score":0.9915722608566284},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8497380614280701},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.8187117576599121},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.663912832736969},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5153486132621765},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4265732765197754},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3742869198322296},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.30222517251968384},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3086637","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3086637","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Intelligent Systems and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322847","display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences","ror":"https://ror.org/031141b54"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W9223698","https://openalex.org/W146417747","https://openalex.org/W1427470353","https://openalex.org/W1551760018","https://openalex.org/W1583837637","https://openalex.org/W1832529897","https://openalex.org/W1845137714","https://openalex.org/W1973644085","https://openalex.org/W1986678144","https://openalex.org/W1996802155","https://openalex.org/W2005556331","https://openalex.org/W2016707451","https://openalex.org/W2019786737","https://openalex.org/W2033755677","https://openalex.org/W2045775870","https://openalex.org/W2059640750","https://openalex.org/W2064237629","https://openalex.org/W2074835059","https://openalex.org/W2076219102","https://openalex.org/W2090212887","https://openalex.org/W2098395374","https://openalex.org/W2101108259","https://openalex.org/W2101196063","https://openalex.org/W2101890615","https://openalex.org/W2107569009","https://openalex.org/W2107933610","https://openalex.org/W2112554371","https://openalex.org/W2127124926","https://openalex.org/W2129957127","https://openalex.org/W2139144138","https://openalex.org/W2146008005","https://openalex.org/W2150941206","https://openalex.org/W2154454189","https://openalex.org/W2155186673","https://openalex.org/W2162758311","https://openalex.org/W2163898372","https://openalex.org/W2165701072","https://openalex.org/W2168508162","https://openalex.org/W2420733993","https://openalex.org/W2764040154","https://openalex.org/W2915063781","https://openalex.org/W4237250806","https://openalex.org/W4252566574"],"related_works":["https://openalex.org/W146417747","https://openalex.org/W2008664567","https://openalex.org/W2728430307","https://openalex.org/W2107786128","https://openalex.org/W2053241453","https://openalex.org/W2153980712","https://openalex.org/W2537388533","https://openalex.org/W2064237629","https://openalex.org/W2036556872","https://openalex.org/W2017590198"],"abstract_inverted_index":{"Microblogging":[0],"Web":[1],"sites,":[2],"such":[3,212],"as":[4,77,173,175,213],"Twitter":[5,166],"and":[6,15,56,123,136,165,192],"Sina":[7,163,180],"Weibo,":[8],"have":[9,22],"become":[10],"popular":[11],"platforms":[12],"for":[13,43,60,80,196,209],"socializing":[14],"sharing":[16],"information":[17,79],"in":[18],"recent":[19,49],"years.":[20],"Spammers":[21],"also":[23,71,207],"discovered":[24],"this":[25,75,84],"new":[26],"opportunity":[27],"to":[28,45,110,119,129],"unfairly":[29],"overpower":[30],"normal":[31],"users":[32,55,65,170],"with":[33,151,167],"unsolicited":[34],"content,":[35],"namely":[36],"social":[37],"spams.":[38],"Although":[39],"it":[40,131,193],"is":[41,70,105,108,194,206],"intuitive":[42],"everyone":[44],"follow":[46,58,111],"legitimate":[47,54,137],"users,":[48,98],"studies":[50],"show":[51,184],"that":[52,185,203],"both":[53],"spammers":[57,59,67,135],"different":[61],"reasons.":[62],"Evidence":[63],"of":[64,90,97,144,153,169],"seeking":[66],"on":[68,133,158,179],"purpose":[69],"observed.":[72],"We":[73,115,139],"regard":[74],"behavior":[76],"useful":[78],"spammer":[81,91],"detection.":[82],"In":[83,199],"article,":[85],"we":[86,201],"approach":[87,187],"the":[88,95,121,142,145,154,190],"problem":[89],"detection":[92,146],"by":[93],"leveraging":[94],"\u201ccarefulness\u201d":[96],"which":[99],"indicates":[100],"how":[101,141],"careful":[102],"a":[103,112,117,125],"user":[104],"when":[106],"she":[107],"about":[109],"potential":[113],"spammer.":[114],"propose":[116],"framework":[118],"measure":[120,205],"carefulness":[122],"develop":[124],"supervised":[126],"learning":[127],"algorithm":[128],"estimate":[130],"based":[132],"known":[134],"users.":[138],"illustrate":[140],"robustness":[143],"algorithms":[147],"can":[148],"be":[149],"improved":[150],"aid":[152],"proposed":[155],"measure.":[156],"Evaluation":[157],"two":[159],"real":[160],"datasets":[161],"from":[162],"Weibo":[164],"millions":[168],"are":[171],"performed,":[172],"well":[174],"an":[176],"online":[177],"test":[178],"Weibo.":[181],"The":[182],"results":[183],"our":[186,204],"indeed":[188],"captures":[189],"carefulness,":[191],"effective":[195],"detecting":[197],"spammers.":[198],"addition,":[200],"find":[202],"beneficial":[208],"other":[210],"applications,":[211],"link":[214],"prediction.":[215]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
