{"id":"https://openalex.org/W2027954012","doi":"https://doi.org/10.1109/icdew.2014.6818354","title":"Analysis and detection of low quality information in social networks","display_name":"Analysis and detection of low quality information in social networks","publication_year":2014,"publication_date":"2014-03-01","ids":{"openalex":"https://openalex.org/W2027954012","doi":"https://doi.org/10.1109/icdew.2014.6818354","mag":"2027954012"},"language":"en","primary_location":{"id":"doi:10.1109/icdew.2014.6818354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2014.6818354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 30th International Conference on Data Engineering 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/A5102730633","display_name":"Wang De","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"De Wang","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, Georgia, United States","College of Computing, Georgia Institute of Technology, Atlanta, Georgia, United States. 30332-0765"],"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, Georgia, United States","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, Georgia, United States. 30332-0765","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5102730633"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":9.8165,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.97661433,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"350","last_page":"354"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"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":0.9973000288009644,"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":0.7646598815917969},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6054772138595581},{"id":"https://openalex.org/keywords/information-quality","display_name":"Information quality","score":0.5490204095840454},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5417895317077637},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.47829777002334595},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4183272123336792},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4076288342475891},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3768826723098755},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3407467305660248},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3231549859046936},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3204955756664276},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.22934302687644958},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0981275737285614}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7646598815917969},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6054772138595581},{"id":"https://openalex.org/C45983554","wikidata":"https://www.wikidata.org/wiki/Q3412851","display_name":"Information quality","level":3,"score":0.5490204095840454},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5417895317077637},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.47829777002334595},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4183272123336792},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4076288342475891},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3768826723098755},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3407467305660248},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3231549859046936},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3204955756664276},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.22934302687644958},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0981275737285614},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icdew.2014.6818354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2014.6818354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 30th International Conference on Data Engineering Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:smartech.gatech.edu:1853/53991","is_oa":false,"landing_page_url":"http://hdl.handle.net/1853/53991","pdf_url":null,"source":{"id":"https://openalex.org/S4377196313","display_name":"SMARTech Repository (Georgia Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130701444","host_organization_name":"Georgia Institute of Technology","host_organization_lineage":["https://openalex.org/I130701444"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dissertation"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":123,"referenced_works":["https://openalex.org/W5916089","https://openalex.org/W9223698","https://openalex.org/W106005634","https://openalex.org/W113187444","https://openalex.org/W117791341","https://openalex.org/W141775348","https://openalex.org/W146417747","https://openalex.org/W165383391","https://openalex.org/W176212337","https://openalex.org/W202878612","https://openalex.org/W205142145","https://openalex.org/W611937058","https://openalex.org/W1473304995","https://openalex.org/W1498627683","https://openalex.org/W1565494300","https://openalex.org/W1593657937","https://openalex.org/W1593743365","https://openalex.org/W1594276818","https://openalex.org/W1672660286","https://openalex.org/W1832529897","https://openalex.org/W1834667845","https://openalex.org/W1845137714","https://openalex.org/W1880262756","https://openalex.org/W1900626215","https://openalex.org/W1924689489","https://openalex.org/W1972013372","https://openalex.org/W1972819381","https://openalex.org/W1974570422","https://openalex.org/W1974890000","https://openalex.org/W1979332355","https://openalex.org/W1980860277","https://openalex.org/W1984833381","https://openalex.org/W1986678144","https://openalex.org/W1987365175","https://openalex.org/W1988814344","https://openalex.org/W1989284546","https://openalex.org/W1993081839","https://openalex.org/W1995698352","https://openalex.org/W1996802155","https://openalex.org/W1999006510","https://openalex.org/W1999808081","https://openalex.org/W2002363566","https://openalex.org/W2005002286","https://openalex.org/W2005556331","https://openalex.org/W2019100470","https://openalex.org/W2023271960","https://openalex.org/W2024046085","https://openalex.org/W2027116318","https://openalex.org/W2028772504","https://openalex.org/W2030233494","https://openalex.org/W2037140704","https://openalex.org/W2040717637","https://openalex.org/W2043304263","https://openalex.org/W2049854506","https://openalex.org/W2050028965","https://openalex.org/W2051681257","https://openalex.org/W2055597027","https://openalex.org/W2064643031","https://openalex.org/W2065800470","https://openalex.org/W2066055909","https://openalex.org/W2068231160","https://openalex.org/W2068696370","https://openalex.org/W2070242009","https://openalex.org/W2073562093","https://openalex.org/W2074835059","https://openalex.org/W2084591134","https://openalex.org/W2099173436","https://openalex.org/W2100738695","https://openalex.org/W2101077364","https://openalex.org/W2101196063","https://openalex.org/W2103333826","https://openalex.org/W2105689297","https://openalex.org/W2106755564","https://openalex.org/W2108214308","https://openalex.org/W2111304557","https://openalex.org/W2111537739","https://openalex.org/W2112400959","https://openalex.org/W2120886583","https://openalex.org/W2125055259","https://openalex.org/W2127124926","https://openalex.org/W2128272588","https://openalex.org/W2128509431","https://openalex.org/W2129889385","https://openalex.org/W2130610812","https://openalex.org/W2131689821","https://openalex.org/W2133990480","https://openalex.org/W2134747589","https://openalex.org/W2135481138","https://openalex.org/W2136999744","https://openalex.org/W2137168471","https://openalex.org/W2138245071","https://openalex.org/W2139148100","https://openalex.org/W2139297408","https://openalex.org/W2142276227","https://openalex.org/W2142869398","https://openalex.org/W2143360592","https://openalex.org/W2146867136","https://openalex.org/W2148238780","https://openalex.org/W2156632103","https://openalex.org/W2156836300","https://openalex.org/W2157155774","https://openalex.org/W2158270125","https://openalex.org/W2159981908","https://openalex.org/W2160887762","https://openalex.org/W2162419218","https://openalex.org/W2163764145","https://openalex.org/W2164082612","https://openalex.org/W2165612380","https://openalex.org/W2165701072","https://openalex.org/W2167024389","https://openalex.org/W2169070925","https://openalex.org/W2169253977","https://openalex.org/W2169270715","https://openalex.org/W2169557227","https://openalex.org/W2169976806","https://openalex.org/W2289163323","https://openalex.org/W2396651124","https://openalex.org/W2435251607","https://openalex.org/W4285719527","https://openalex.org/W6607169468","https://openalex.org/W6667411885","https://openalex.org/W6674950342","https://openalex.org/W6681731484"],"related_works":["https://openalex.org/W2120116197","https://openalex.org/W159653547","https://openalex.org/W2952662149","https://openalex.org/W2793616590","https://openalex.org/W2183090405","https://openalex.org/W2075666982","https://openalex.org/W2065835655","https://openalex.org/W3160699245","https://openalex.org/W2782955270","https://openalex.org/W2349928170"],"abstract_inverted_index":{"With":[0],"social":[1,32,78,144,148,157,209,245],"networks":[2,33,79,158],"like":[3],"Facebook,":[4],"Twitter":[5],"and":[6,52,59,102,137,151,162,167,187,223,231,239],"Google+":[7],"attracting":[8],"audiences":[9],"of":[10,12,42,82,87,98,110,117,124,139,164,173,194,214,220,227],"millions":[11],"users,":[13],"they":[14,72,91,93],"have":[15],"been":[16],"an":[17,37],"important":[18],"communication":[19],"platform":[20],"in":[21,25,39,143,208,237,244],"daily":[22],"life.":[23],"This":[24],"turn":[26],"attracts":[27],"malicious":[28],"users":[29],"to":[30,57,68,126,202],"the":[31,40,115,135,160,179],"as":[34,50],"well,":[35],"causing":[36],"increase":[38],"incidence":[41],"low":[43,88,111,119,140,174,205,241],"quality":[44,47,89,112,120,141,175,206,242],"information.":[45,113],"Low":[46],"information":[48,64,90,121,142,207,224,243],"such":[49],"spam":[51,149,186,189,222],"rumors":[53],"is":[54,66],"a":[55,84,104,191],"nuisance":[56],"people":[58],"hinders":[60],"them":[61,69],"from":[62],"consuming":[63],"that":[65,71],"pertinent":[67],"or":[70],"are":[73,80],"looking":[74],"for.":[75],"Although":[76],"individual":[77],"capable":[81],"filtering":[83],"significant":[85],"amount":[86],"receive,":[92],"usually":[94],"require":[95],"large":[96],"amounts":[97],"resources":[99],"(e.g,":[100],"personnel)":[101],"incur":[103],"delay":[105],"before":[106],"detecting":[107,240],"new":[108],"types":[109],"Also":[114],"evolution":[116],"various":[118],"posts":[122],"lots":[123],"challenges":[125],"defensive":[127],"techniques.":[128],"My":[129],"PhD":[130],"thesis":[131],"work":[132],"focuses":[133],"on":[134,181,184],"analysis":[136,213,219,226],"detection":[138,152,200,232],"networks.":[145,246],"We":[146],"introduce":[147],"analytics":[150],"framework":[153,230],"SPADE":[154],"across":[155],"multiple":[156],"showing":[159],"efficiency":[161],"flexibility":[163],"cross-domain":[165],"classification":[166],"associative":[168],"classification.":[169],"For":[170],"evolutionary":[171],"study":[172,183],"information,":[176],"we":[177,197],"present":[178],"results":[180,236],"large-scale":[182],"Web":[185],"email":[188],"over":[190],"long":[192],"period":[193],"time.":[195],"Furthermore,":[196],"provide":[198],"activity-based":[199],"approaches":[201],"filter":[203],"out":[204],"networks:":[210],"click":[211],"traffic":[212],"short":[215],"URL":[216,221],"spam,":[217],"behavior":[218],"diffusion":[225],"rumor.":[228],"Our":[229],"techniques":[233],"show":[234],"promising":[235],"analyzing":[238]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}