{"id":"https://openalex.org/W2052549182","doi":"https://doi.org/10.1109/pst.2013.6596054","title":"Contextual feature based one-class classifier approach for detecting video response spam on YouTube","display_name":"Contextual feature based one-class classifier approach for detecting video response spam on YouTube","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2052549182","doi":"https://doi.org/10.1109/pst.2013.6596054","mag":"2052549182"},"language":"en","primary_location":{"id":"doi:10.1109/pst.2013.6596054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pst.2013.6596054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Eleventh Annual Conference on Privacy, Security and Trust","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/A5113923824","display_name":"Vidushi Chaudhary","orcid":null},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vidushi Chaudhary","raw_affiliation_strings":["Indraprastha Institute of Information Technology, New Delhi, India","Indraprastha Inst. of Inf. Technol. (IIITD), New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology, New Delhi, India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Indraprastha Inst. of Inf. Technol. (IIITD), New Delhi, India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029699582","display_name":"Ashish Sureka","orcid":"https://orcid.org/0000-0001-6084-9661"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Sureka","raw_affiliation_strings":["Indraprastha Institute of Information Technology, New Delhi, India","Indraprastha Inst. of Inf. Technol. (IIITD), New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology, New Delhi, India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Indraprastha Inst. of Inf. Technol. (IIITD), New Delhi, India","institution_ids":["https://openalex.org/I119939252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I119939252"],"apc_list":null,"apc_paid":null,"fwci":1.7616,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.85168499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"195","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9973999857902527,"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/computer-science","display_name":"Computer science","score":0.8320436477661133},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.7110532522201538},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6428354978561401},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5313730239868164},{"id":"https://openalex.org/keywords/online-video","display_name":"Online video","score":0.5147912502288818},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4629555344581604},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.4425016939640045},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.44006669521331787},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4159194827079773},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4113551676273346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41077911853790283},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3698839545249939},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31583303213119507}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8320436477661133},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.7110532522201538},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6428354978561401},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5313730239868164},{"id":"https://openalex.org/C2988167200","wikidata":"https://www.wikidata.org/wiki/Q16885149","display_name":"Online video","level":2,"score":0.5147912502288818},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4629555344581604},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.4425016939640045},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.44006669521331787},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4159194827079773},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4113551676273346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41077911853790283},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3698839545249939},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31583303213119507},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pst.2013.6596054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pst.2013.6596054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Eleventh Annual Conference on Privacy, Security and Trust","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324473","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06"},{"id":"https://openalex.org/F4320330597","display_name":"Indraprastha Institute of Information Technology, Delhi","ror":"https://ror.org/03vfp4g33"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1483713657","https://openalex.org/W1593657937","https://openalex.org/W1823976324","https://openalex.org/W1839559394","https://openalex.org/W1972863258","https://openalex.org/W1988189801","https://openalex.org/W2017028970","https://openalex.org/W2084771439","https://openalex.org/W2097436041","https://openalex.org/W2103040070","https://openalex.org/W2118519969","https://openalex.org/W2127124926","https://openalex.org/W2163544880","https://openalex.org/W2435251607","https://openalex.org/W2963997978","https://openalex.org/W3122278366","https://openalex.org/W4307860218","https://openalex.org/W6628951430","https://openalex.org/W6635272604","https://openalex.org/W6638668956","https://openalex.org/W6684151543","https://openalex.org/W6688030912","https://openalex.org/W6717827561"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2945899969","https://openalex.org/W1548325695","https://openalex.org/W2759401885","https://openalex.org/W2993150544","https://openalex.org/W2161680056"],"abstract_inverted_index":{"YouTube":[0,48,80,117,211],"is":[1],"one":[2],"of":[3,19,31,39,75,83,89,115,128,168,174,201,209,252,266],"the":[4,14,76,126,143,175,189,205,210,226,256,264,267],"largest":[5],"video":[6,34,45,58,66,84,106,121,129,149,154,227,245],"sharing":[7],"websites":[8],"(with":[9],"social":[10],"networking":[11],"features)":[12,187],"on":[13,79],"Internet.":[15],"The":[16],"immense":[17],"popularity":[18,215],"YouTube,":[20],"anonymity":[21],"and":[22,33,43,52,141,156,178,235,259],"low":[23],"publication":[24],"barrier":[25],"has":[26,49],"resulted":[27],"in":[28,204],"several":[29],"forms":[30],"misuse":[32],"pollution":[35],"such":[36],"as":[37,57,105,133],"uploading":[38],"malicious,":[40],"copyright":[41],"violated":[42],"spam":[44,131],"or":[46,71,101,152,159,184,207],"content.":[47],"a":[50,65,113,134,165,239,250],"popular":[51,77],"commonly":[53],"used":[54,223],"feature":[55],"called":[56],"response":[59,67,122,130,246],"which":[60],"allows":[61],"users":[62,91],"to":[63,68,108,118,224,243,254,262],"post":[64],"an":[69],"uploaded":[70],"existing":[72,109],"video.":[73],"Some":[74],"videos":[78,96,98,171],"receive":[81],"thousands":[82],"responses.":[85],"We":[86,111,124,163,229,248],"observe":[87],"presence":[88],"opportunistic":[90],"posting":[92],"unrelated,":[93],"promotional,":[94],"pornographic":[95,151],"(spam":[97],"posted":[99],"manually":[100],"using":[102],"automated":[103,157],"scripts)":[104],"responses":[107],"videos.":[110],"present":[112,260],"method":[114],"mining":[116],"automatically":[119],"detect":[120],"spam.":[123,247],"formulate":[125],"problem":[127,137,144],"detection":[132],"one-class":[135,240],"classification":[136,241],"(a":[138],"recognition":[139,155],"task)":[140],"divide":[142],"into":[145],"three":[146,176],"sub-problems:":[147],"promotional":[148],"recognition,":[150],"dirty":[153],"script":[158],"botnet":[160],"uploader":[161],"recognition.":[162],"create":[164],"sample":[166],"dataset":[167],"target":[169,190],"class":[170],"for":[172],"each":[173],"sub-problems":[177],"identify":[179,230],"contextual":[180],"features":[181,199,220,231],"(meta-data":[182],"based":[183,186,216,219],"non-content":[185],"characterizing":[188],"class.":[191],"Our":[192],"empirical":[193],"analysis":[194],"reveals":[195],"that":[196],"certain":[197,202],"linguistic":[198],"(presence":[200],"terms":[203],"title":[206],"description":[208],"video),":[212],"temporal":[213],"features,":[214,217],"time":[218],"can":[221],"be":[222],"predict":[225],"type.":[228],"with":[232,270],"discriminatory":[233],"powers":[234],"use":[236],"it":[237],"within":[238],"framework":[242],"recognize":[244],"conduct":[249],"series":[251],"experiments":[253],"validate":[255],"proposed":[257,268],"approach":[258],"evidences":[261],"demonstrate":[263],"effectiveness":[265],"solution":[269],"more":[271],"than":[272],"80%":[273],"accuracy.":[274]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}