{"id":"https://openalex.org/W3014578296","doi":"https://doi.org/10.1109/tcss.2020.2977958","title":"Detecting Outlier Patterns With Query-Based Artificially Generated Searching Conditions","display_name":"Detecting Outlier Patterns With Query-Based Artificially Generated Searching Conditions","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3014578296","doi":"https://doi.org/10.1109/tcss.2020.2977958","mag":"3014578296"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2020.2977958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2020.2977958","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","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/A5004781883","display_name":"Shuo Yu","orcid":"https://orcid.org/0000-0003-1124-9509"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Yu","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-1124-9509","affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089615958","display_name":"Feng Xia","orcid":"https://orcid.org/0000-0002-8324-1859"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Feng Xia","raw_affiliation_strings":["School of Science, Engineering and Information Technology, Federation University Australia, Ballarat, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8324-1859","affiliations":[{"raw_affiliation_string":"School of Science, Engineering and Information Technology, Federation University Australia, Ballarat, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101596322","display_name":"Yuchen Sun","orcid":"https://orcid.org/0000-0002-8731-0436"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Sun","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-8731-0436","affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020651408","display_name":"Tao Tang","orcid":"https://orcid.org/0000-0001-7356-7196"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Tang","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-7356-7196","affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026380797","display_name":"Xiaoran Yan","orcid":"https://orcid.org/0000-0003-3481-1832"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoran Yan","raw_affiliation_strings":["Network Science Institute, Indiana University, Bloomington, IN, USA"],"raw_orcid":"https://orcid.org/0000-0003-3481-1832","affiliations":[{"raw_affiliation_string":"Network Science Institute, Indiana University, Bloomington, IN, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067502218","display_name":"Ivan Lee","orcid":"https://orcid.org/0000-0002-2826-6367"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ivan Lee","raw_affiliation_strings":["School of Information Technology and Mathematical Sciences, University of South Australia, Adelaide, SA, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2826-6367","affiliations":[{"raw_affiliation_string":"School of Information Technology and Mathematical Sciences, University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6371,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.93406033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"134","last_page":"147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9972000122070312,"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":0.9934999942779541,"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/computer-science","display_name":"Computer science","score":0.7663807272911072},{"id":"https://openalex.org/keywords/subgraph-isomorphism-problem","display_name":"Subgraph isomorphism problem","score":0.5741408467292786},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5346082448959351},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5330573320388794},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.47359898686408997},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.46975281834602356},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.45058247447013855},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.44251346588134766},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.4288957715034485},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.42084574699401855},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36049699783325195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3521345555782318},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.30429399013519287},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.19926691055297852},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.1437031626701355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7663807272911072},{"id":"https://openalex.org/C131992880","wikidata":"https://www.wikidata.org/wiki/Q2528185","display_name":"Subgraph isomorphism problem","level":3,"score":0.5741408467292786},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5346082448959351},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5330573320388794},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.47359898686408997},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.46975281834602356},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.45058247447013855},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.44251346588134766},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.4288957715034485},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.42084574699401855},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36049699783325195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3521345555782318},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30429399013519287},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.19926691055297852},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.1437031626701355},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcss.2020.2977958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2020.2977958","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"},{"id":"pmh:vital:15027","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/175550","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W103340358","https://openalex.org/W1525630739","https://openalex.org/W1553420678","https://openalex.org/W1602142193","https://openalex.org/W2004559608","https://openalex.org/W2025276985","https://openalex.org/W2033333157","https://openalex.org/W2096529831","https://openalex.org/W2112262143","https://openalex.org/W2118212234","https://openalex.org/W2124533460","https://openalex.org/W2148308644","https://openalex.org/W2153624566","https://openalex.org/W2159934528","https://openalex.org/W2200373309","https://openalex.org/W2282861635","https://openalex.org/W2289974125","https://openalex.org/W2293042119","https://openalex.org/W2484742730","https://openalex.org/W2489072790","https://openalex.org/W2742330194","https://openalex.org/W2760451156","https://openalex.org/W2782143633","https://openalex.org/W2794298852","https://openalex.org/W2794848426","https://openalex.org/W2803590544","https://openalex.org/W2887021901","https://openalex.org/W2888160480","https://openalex.org/W2891184053","https://openalex.org/W2892044019","https://openalex.org/W2898800425","https://openalex.org/W2905445821","https://openalex.org/W2963765725","https://openalex.org/W2963919031","https://openalex.org/W4211139099","https://openalex.org/W6696849631","https://openalex.org/W6757758991"],"related_works":["https://openalex.org/W2532922352","https://openalex.org/W2604893261","https://openalex.org/W2361654510","https://openalex.org/W2915540008","https://openalex.org/W2382155842","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729"],"abstract_inverted_index":{"In":[0,61,127],"the":[1,54,94,105,124,134,153,171,188],"age":[2],"of":[3,93,190],"social":[4,27],"computing,":[5],"finding":[6],"interesting":[7,182],"network":[8,28,78,165],"patterns":[9,75,139],"or":[10],"motifs":[11,48,79,183],"is":[12,52,109,159,185],"significant":[13],"and":[14,33,71,150,184],"critical":[15],"for":[16,69,111],"various":[17],"areas,":[18],"such":[19],"as":[20,140,142],"decision":[21],"intelligence,":[22],"intrusion":[23],"detection,":[24],"medical":[25],"diagnosis,":[26],"analysis,":[29],"fake":[30],"news":[31],"identification,":[32],"national":[34],"security.":[35],"However,":[36],"subgraph":[37],"matching":[38],"remains":[39],"a":[40,82,98,162],"computationally":[41],"challenging":[42],"problem,":[43],"let":[44],"alone":[45],"identifying":[46],"special":[47],"among":[49],"them.":[50],"This":[51],"especially":[53],"case":[55],"in":[56,85,102,161],"large":[57],"heterogeneous":[58],"real-world":[59,163],"networks.":[60],"this":[62],"article,":[63],"we":[64,129],"propose":[65,115],"an":[66,86,116],"efficient":[67,147],"solution":[68],"discovering":[70],"ranking":[72,151],"human":[73],"behavior":[74],"based":[76,122],"on":[77,123],"by":[80,97],"exploring":[81],"user's":[83,99,125],"query":[84,120],"intelligent":[87],"way.":[88],"Our":[89],"method":[90,158,179],"takes":[91],"advantage":[92],"semantics":[95],"provided":[96],"query,":[100],"which":[101],"turn":[103],"provides":[104],"mathematical":[106],"constraint":[107],"that":[108,177],"crucial":[110],"faster":[112],"detection.":[113],"We":[114],"approach":[117],"to":[118,136,146,187],"generate":[119],"conditions":[121],"query.":[126],"particular,":[128],"use":[130],"meta":[131],"paths":[132],"between":[133,170],"nodes":[135],"define":[137],"target":[138],"well":[141],"their":[143],"similarities,":[144],"leading":[145],"motif":[148],"discovery":[149],"at":[152],"same":[154],"time.":[155],"The":[156,173],"proposed":[157],"examined":[160],"academic":[164],"using":[166],"different":[167],"similarity":[168,191],"measures":[169],"nodes.":[172],"experiment":[174],"result":[175],"demonstrates":[176],"our":[178],"can":[180],"identify":[181],"robust":[186],"choice":[189],"measures.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
