{"id":"https://openalex.org/W4403918348","doi":"https://doi.org/10.1109/tkde.2024.3484159","title":"Survey and Benchmark of Anomaly Detection in Business Processes","display_name":"Survey and Benchmark of Anomaly Detection in Business Processes","publication_year":2024,"publication_date":"2024-10-30","ids":{"openalex":"https://openalex.org/W4403918348","doi":"https://doi.org/10.1109/tkde.2024.3484159"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2024.3484159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3484159","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","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/A5007726938","display_name":"Wei Guan","orcid":"https://orcid.org/0000-0002-8979-6847"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Guan","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China"],"raw_orcid":"https://orcid.org/0000-0002-8979-6847","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648774","display_name":"Jian Cao","orcid":"https://orcid.org/0000-0002-0036-9436"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Cao","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China"],"raw_orcid":"https://orcid.org/0000-0002-0036-9436","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114860496","display_name":"Haiyan Zhao","orcid":"https://orcid.org/0009-0001-6430-6303"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyan Zhao","raw_affiliation_strings":["University of Shanghai for Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0001-6430-6303","affiliations":[{"raw_affiliation_string":"University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011907303","display_name":"Yang Gu","orcid":"https://orcid.org/0000-0001-7905-1182"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Gu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China"],"raw_orcid":"https://orcid.org/0000-0001-7905-1182","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041333646","display_name":"Shiyou Qian","orcid":"https://orcid.org/0000-0001-7775-1740"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyou Qian","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China"],"raw_orcid":"https://orcid.org/0000-0001-7775-1740","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.5387,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96820276,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"37","issue":"1","first_page":"493","last_page":"512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9314000010490417,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9009000062942505,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7466955184936523},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7077294588088989},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.590874195098877},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4839034974575043},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3830810785293579}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7466955184936523},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7077294588088989},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.590874195098877},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4839034974575043},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3830810785293579},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2024.3484159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3484159","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":121,"referenced_works":["https://openalex.org/W1192983357","https://openalex.org/W1415133070","https://openalex.org/W1972452870","https://openalex.org/W1975675278","https://openalex.org/W2002674226","https://openalex.org/W2026516240","https://openalex.org/W2039858039","https://openalex.org/W2057541955","https://openalex.org/W2064675550","https://openalex.org/W2087064593","https://openalex.org/W2105497548","https://openalex.org/W2124166542","https://openalex.org/W2147694185","https://openalex.org/W2157331557","https://openalex.org/W2158722884","https://openalex.org/W2159904898","https://openalex.org/W2163284032","https://openalex.org/W2164097521","https://openalex.org/W2296719434","https://openalex.org/W2466492611","https://openalex.org/W2521362385","https://openalex.org/W2538859255","https://openalex.org/W2583068147","https://openalex.org/W2606202972","https://openalex.org/W2607852734","https://openalex.org/W2608662023","https://openalex.org/W2616049357","https://openalex.org/W2749726697","https://openalex.org/W2783560153","https://openalex.org/W2783840233","https://openalex.org/W2788885404","https://openalex.org/W2792904071","https://openalex.org/W2803416334","https://openalex.org/W2805064383","https://openalex.org/W2886629814","https://openalex.org/W2886950943","https://openalex.org/W2896831214","https://openalex.org/W2902430919","https://openalex.org/W2902683316","https://openalex.org/W2939507471","https://openalex.org/W2940451250","https://openalex.org/W2943613229","https://openalex.org/W2962756421","https://openalex.org/W2963446712","https://openalex.org/W2968918233","https://openalex.org/W2970064447","https://openalex.org/W2974866841","https://openalex.org/W2979930862","https://openalex.org/W2981569530","https://openalex.org/W2982284349","https://openalex.org/W2996880361","https://openalex.org/W2997081937","https://openalex.org/W3004886588","https://openalex.org/W3017320328","https://openalex.org/W3068742194","https://openalex.org/W3094563240","https://openalex.org/W3094723986","https://openalex.org/W3106947897","https://openalex.org/W3107115304","https://openalex.org/W3110502136","https://openalex.org/W3111339985","https://openalex.org/W3125406841","https://openalex.org/W3131633867","https://openalex.org/W3157604391","https://openalex.org/W3158113157","https://openalex.org/W3158217609","https://openalex.org/W3158980936","https://openalex.org/W3170343681","https://openalex.org/W3182440065","https://openalex.org/W3188902650","https://openalex.org/W3196366533","https://openalex.org/W3197556574","https://openalex.org/W3203535982","https://openalex.org/W3204763838","https://openalex.org/W3208674021","https://openalex.org/W4206255015","https://openalex.org/W4207044434","https://openalex.org/W4220985606","https://openalex.org/W4226128225","https://openalex.org/W4243932450","https://openalex.org/W4254182148","https://openalex.org/W4283324222","https://openalex.org/W4288057688","https://openalex.org/W4306391229","https://openalex.org/W4308513861","https://openalex.org/W4312433903","https://openalex.org/W4312967437","https://openalex.org/W4316020342","https://openalex.org/W4321461628","https://openalex.org/W4321488517","https://openalex.org/W4323980634","https://openalex.org/W4360971362","https://openalex.org/W4360971630","https://openalex.org/W4360980888","https://openalex.org/W4361852364","https://openalex.org/W4386321201","https://openalex.org/W4386852126","https://openalex.org/W4387623890","https://openalex.org/W4391006024","https://openalex.org/W4394773022","https://openalex.org/W4397049784","https://openalex.org/W4399168605","https://openalex.org/W4399432734","https://openalex.org/W4400762160","https://openalex.org/W6603149634","https://openalex.org/W6623425738","https://openalex.org/W6631910853","https://openalex.org/W6636510571","https://openalex.org/W6684456340","https://openalex.org/W6720244281","https://openalex.org/W6726873649","https://openalex.org/W6745537798","https://openalex.org/W6755207826","https://openalex.org/W6775788394","https://openalex.org/W6792321570","https://openalex.org/W6798224550","https://openalex.org/W6802083428","https://openalex.org/W6839476588","https://openalex.org/W6854866820","https://openalex.org/W6869254331","https://openalex.org/W6902077587"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526"],"abstract_inverted_index":{"Effective":[0],"management":[1],"of":[2,56,69,85,129,145,174],"business":[3,36,86,160,175],"processes":[4,37],"is":[5,44],"crucial":[6],"for":[7,32],"organizational":[8],"success.":[9],"However,":[10,42],"despite":[11],"meticulous":[12],"design":[13],"and":[14,19,71,83,112,127,140,153],"implementation,":[15],"anomalies":[16,34],"are":[17,106,166],"inevitable":[18],"can":[20,137],"result":[21],"in":[22,35,64,102,142,168],"inefficiencies,":[23],"delays,":[24],"or":[25],"even":[26],"significant":[27],"financial":[28],"losses.":[29],"Numerous":[30],"methods":[31,104,157],"detecting":[33],"have":[38],"been":[39],"proposed":[40],"recently.":[41],"there":[43],"no":[45],"comprehensive":[46],"benchmark":[47],"to":[48,62,158,170],"evaluate":[49],"these":[50],"methods.":[51,90,133],"Consequently,":[52],"the":[53,125,143,172],"relative":[54],"merits":[55],"each":[57,99],"method":[58,97],"remain":[59],"unclear":[60],"due":[61],"differences":[63],"their":[65],"experimental":[66],"setup,":[67],"choice":[68],"datasets":[70],"evaluation":[72],"measures.":[73],"In":[74],"this":[75],"paper,":[76],"we":[77,92],"present":[78],"a":[79],"systematic":[80],"literature":[81],"review":[82],"taxonomy":[84],"process":[87,146,176],"anomaly":[88,131,155,177],"detection":[89,132,156],"Additionally,":[91],"select":[93],"at":[94],"least":[95],"one":[96],"from":[98,116],"category,":[100],"resulting":[101],"16":[103],"that":[105],"cross-benchmarked":[107],"against":[108],"32":[109],"synthetic":[110],"logs":[111,115],"19":[113],"real-life":[114,159],"different":[117,130],"industry":[118],"domains.":[119],"Our":[120],"analysis":[121],"provides":[122],"insights":[123],"into":[124],"strengths":[126],"weaknesses":[128],"Ultimately,":[134],"our":[135],"findings":[136],"help":[138],"researchers":[139],"practitioners":[141],"field":[144],"mining":[147],"make":[148],"informed":[149],"decisions":[150],"when":[151],"selecting":[152],"applying":[154],"scenarios.":[161],"Finally,":[162],"some":[163],"future":[164],"directions":[165],"discussed":[167],"order":[169],"promote":[171],"evolution":[173],"detection.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}