{"id":"https://openalex.org/W2100716918","doi":"https://doi.org/10.1109/percomw.2011.5766883","title":"Classification of commercial and personal profiles on MySpace","display_name":"Classification of commercial and personal profiles on MySpace","publication_year":2011,"publication_date":"2011-03-01","ids":{"openalex":"https://openalex.org/W2100716918","doi":"https://doi.org/10.1109/percomw.2011.5766883","mag":"2100716918"},"language":"en","primary_location":{"id":"doi:10.1109/percomw.2011.5766883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2011.5766883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)","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/A5081898761","display_name":"William Gauvin","orcid":null},"institutions":[{"id":"https://openalex.org/I1308906816","display_name":"NortonLifeLock (United States)","ror":"https://ror.org/0449t3a80","country_code":"US","type":"company","lineage":["https://openalex.org/I1308906816"]},{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Gauvin","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts, Lowell, Lowell, MA, USA","Symantec Research Laboratories"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts, Lowell, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]},{"raw_affiliation_string":"Symantec Research Laboratories","institution_ids":["https://openalex.org/I1308906816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101498825","display_name":"Cindy Chen","orcid":"https://orcid.org/0000-0002-5358-7349"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cindy Chen","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts, Lowell, Lowell, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts, Lowell, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063375840","display_name":"Xinwen Fu","orcid":"https://orcid.org/0000-0003-2391-7789"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinwen Fu","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts, Lowell, Lowell, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts, Lowell, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077348938","display_name":"Benyuan Liu","orcid":"https://orcid.org/0000-0002-7543-1054"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benyuan Liu","raw_affiliation_strings":["Department of Computer Science, University of Massachusetts, Lowell, Lowell, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Massachusetts, Lowell, Lowell, MA, USA","institution_ids":["https://openalex.org/I133738476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3189,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84575681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9987999796867371,"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":0.712360143661499},{"id":"https://openalex.org/keywords/anonymity","display_name":"Anonymity","score":0.6464848518371582},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.6133480668067932},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.602031409740448},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5823127031326294},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5753990411758423},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5685557126998901},{"id":"https://openalex.org/keywords/data-publishing","display_name":"Data publishing","score":0.49980974197387695},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4262269139289856},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.28643274307250977},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1847069263458252},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1714109182357788}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.712360143661499},{"id":"https://openalex.org/C178005623","wikidata":"https://www.wikidata.org/wiki/Q308859","display_name":"Anonymity","level":2,"score":0.6464848518371582},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.6133480668067932},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.602031409740448},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5823127031326294},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5753990411758423},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5685557126998901},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.49980974197387695},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4262269139289856},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.28643274307250977},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1847069263458252},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1714109182357788},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/percomw.2011.5766883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2011.5766883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.187.5652","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.187.5652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.uml.edu/%7Ebliu/pub/MySpaceAvatar-SESOC2011-Final.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1484485089","https://openalex.org/W1970867218","https://openalex.org/W2047443612","https://openalex.org/W2117257677","https://openalex.org/W2120886583","https://openalex.org/W2125055259","https://openalex.org/W2133990480","https://openalex.org/W2142406320","https://openalex.org/W6677562979"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2153689444","https://openalex.org/W4362644772","https://openalex.org/W2994727564","https://openalex.org/W2767099985","https://openalex.org/W78147566","https://openalex.org/W2941243243","https://openalex.org/W2096296626","https://openalex.org/W2033281525"],"abstract_inverted_index":{"Online":[0],"social":[1,28,51,90,101,134,176],"networks":[2,52,102],"such":[3,33,138],"as":[4,34,53,139],"MySpace":[5],"and":[6,19,37,47,61,79,115,122,143],"Facebook":[7],"have":[8],"become":[9],"popular":[10],"platforms":[11],"for":[12,76,88,174],"people":[13],"to":[14,56,84,105,118,146,164,171],"make":[15],"connections,":[16],"share":[17],"information,":[18],"interact":[20],"with":[21,103],"each":[22],"other":[23],"online.":[24],"In":[25,92],"an":[26,129],"online":[27,41,89,133,175],"network,":[29],"user":[30,71],"publishing":[31,72,136],"activities":[32],"sending":[35],"messages":[36],"posting":[38],"photos,":[39],"represent":[40],"interactions":[42],"between":[43],"friends.":[44],"As":[45],"more":[46,48],"businesses":[49],"use":[50],"a":[54,67,148,156,165],"means":[55],"propagate":[57],"their":[58,65],"\u201cbrand":[59],"name\u201d":[60],"distribute":[62],"information":[63],"about":[64],"product,":[66],"good":[68],"understanding":[69],"of":[70,100,124],"characteristics":[73],"is":[74,155,162],"important":[75],"marketing":[77],"analysis":[78],"aids":[80],"in":[81,112],"the":[82,98,120],"ability":[83],"provide":[85,172],"security":[86],"measures":[87],"networks.":[91],"this":[93],"work,":[94],"we":[95],"look":[96],"at":[97],"implications":[99],"respect":[104],"commercial":[106,114],"use.":[107],"We":[108,127],"are":[109],"particularly":[110],"interested":[111],"classifying":[113],"personal":[116],"profiles":[117],"protect":[119],"privacy":[121],"anonymity":[123,173],"individual":[125],"users.":[126,178],"present":[128],"algorithm":[130],"that":[131],"uses":[132],"network":[135,177],"relationships,":[137],"publisher":[140],"age":[141],"distribution":[142],"usage":[144],"patterns":[145],"construct":[147],"decision":[149,159],"tree":[150,160],"based":[151],"classifier.":[152],"The":[153],"result":[154],"C4.5":[157],"pruned":[158],"which":[161],"applied":[163],"Privacy-Preserving":[166],"Data":[167],"Publishing":[168],"(PPDP)":[169],"service":[170]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
