{"id":"https://openalex.org/W4390548172","doi":"https://doi.org/10.1145/3632410.3632437","title":"Predicting Business Process Events in Presence of Anomalous IT Events","display_name":"Predicting Business Process Events in Presence of Anomalous IT Events","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4390548172","doi":"https://doi.org/10.1145/3632410.3632437"},"language":"en","primary_location":{"id":"doi:10.1145/3632410.3632437","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632410.3632437","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632410.3632437","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3632410.3632437","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059937283","display_name":"Avani Gupta","orcid":"https://orcid.org/0000-0003-1262-4286"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Avani Gupta","raw_affiliation_strings":["International Institute of Information Technolgy, Hyderabad, India"],"raw_orcid":"https://orcid.org/0000-0003-1262-4286","affiliations":[{"raw_affiliation_string":"International Institute of Information Technolgy, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059467864","display_name":"Avirup Saha","orcid":"https://orcid.org/0000-0002-5014-3582"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avirup Saha","raw_affiliation_strings":["IBM Research, India"],"raw_orcid":"https://orcid.org/0000-0002-5014-3582","affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101653739","display_name":"Sambit Ghosh","orcid":"https://orcid.org/0009-0003-9621-5929"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sambit Ghosh","raw_affiliation_strings":["IBM Research, India"],"raw_orcid":"https://orcid.org/0009-0003-9621-5929","affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016332676","display_name":"Neelamadhav Gantayat","orcid":"https://orcid.org/0009-0003-1362-9887"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neelamadhav Gantayat","raw_affiliation_strings":["IBM Research, India"],"raw_orcid":"https://orcid.org/0009-0003-1362-9887","affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006713274","display_name":"Renuka Sindhgatta","orcid":"https://orcid.org/0000-0001-7533-533X"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Renuka Sindhgatta","raw_affiliation_strings":["IBM Research, India"],"raw_orcid":"https://orcid.org/0000-0001-7533-533X","affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059937283"],"corresponding_institution_ids":["https://openalex.org/I64189192"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00267618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9965999722480774,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9932000041007996,"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/process-mining","display_name":"Process mining","score":0.8023802042007446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7804751396179199},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.7290264368057251},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.7201987504959106},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.712859570980072},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6950531005859375},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6295586824417114},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5932121276855469},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5802091956138611},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.5573016405105591},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.5333701372146606},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.4840647280216217},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43471720814704895},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3802061676979065},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32242679595947266},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.2790784239768982},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1286071538925171},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07817849516868591}],"concepts":[{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.8023802042007446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7804751396179199},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.7290264368057251},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.7201987504959106},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.712859570980072},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6950531005859375},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6295586824417114},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5932121276855469},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5802091956138611},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.5573016405105591},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.5333701372146606},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.4840647280216217},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43471720814704895},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3802061676979065},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32242679595947266},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2790784239768982},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1286071538925171},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07817849516868591},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3632410.3632437","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632410.3632437","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632410.3632437","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3632410.3632437","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632410.3632437","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632410.3632437","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390548172.pdf","grobid_xml":"https://content.openalex.org/works/W4390548172.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2581522324","https://openalex.org/W2584722588","https://openalex.org/W2744700103","https://openalex.org/W2746780440","https://openalex.org/W2783973656","https://openalex.org/W2791820695","https://openalex.org/W2886629814","https://openalex.org/W2892354434","https://openalex.org/W2896484314","https://openalex.org/W2943854869","https://openalex.org/W2944716568","https://openalex.org/W2963674330","https://openalex.org/W2966756122","https://openalex.org/W2969679574","https://openalex.org/W2969940319","https://openalex.org/W2970863184","https://openalex.org/W2987728367","https://openalex.org/W2998681424","https://openalex.org/W3005961436","https://openalex.org/W3017239579","https://openalex.org/W3137837084","https://openalex.org/W4285543424"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2345053703","https://openalex.org/W2050159024","https://openalex.org/W3184122949","https://openalex.org/W4366534517","https://openalex.org/W2142618121","https://openalex.org/W2408600672","https://openalex.org/W2119415289"],"abstract_inverted_index":{"Predictive":[0],"process":[1,8,65,104,134,180],"monitoring":[2],"is":[3,36,167],"concerned":[4],"with":[5,100,185],"predicting":[6,229],"business":[7,90,121],"behaviour,":[9],"such":[10,67,163,186,211,219],"as":[11,68,198],"the":[12,18,26,61,64,69,75,79,83,93,103,118,130,133,136,140,145,160,202,215,230,237],"next":[13,231],"activity":[14],"in":[15,92,97,169,233],"a":[16,31,39,42,157,234],"case,":[17],"time":[19,239],"for":[20],"completion":[21,238],"of":[22,30,63,72,74,102,120,132,139,156,162,240],"an":[23,192],"activity,":[24],"and":[25,47,110,125,236],"remaining":[27],"execution":[28,119,131],"trace":[29,77],"case.":[32],"The":[33,85],"primary":[34],"goal":[35],"to":[37,200,207,226],"predict":[38],"violation":[40],"or":[41,78],"delay":[43,216],"before":[44],"its":[45],"occurrence":[46],"take":[48],"appropriate":[49],"corrective":[50],"measures":[51],"proactively.":[52],"Existing":[53],"literature":[54],"largely":[55],"focuses":[56],"on":[57,113],"predictions":[58],"considering":[59],"primarily":[60],"knowledge":[62],"context":[66,138],"previous":[70],"sequence":[71],"activities":[73],"executing":[76,144],"human":[80],"resources":[81],"performing":[82],"task.":[84],"recent":[86],"move":[87],"towards":[88],"migrating":[89],"processes":[91,122],"cloud":[94,108],"has":[95,116],"resulted":[96],"multi-cloud":[98],"configurations":[99],"parts":[101,111,155],"run":[105,112],"by":[106,210,218],"different":[107],"providers":[109],"premises.":[114],"This":[115],"made":[117],"heterogeneous,":[123],"distributed,":[124],"complex.":[126],"In":[127,173],"these":[128,170],"conditions,":[129],"requires":[135],"additional":[137],"underlying":[141],"IT":[142,149,165,188,196],"systems":[143],"process.":[146,158],"Sometimes":[147],"anomalous":[148,164,187,212],"events":[150,166,197],"can":[151,183],"adversely":[152],"affect":[153],"certain":[154],"Diagnosing":[159],"impact":[161],"exacerbated":[168],"complex":[171],"deployments.":[172],"this":[174],"paper":[175],"we":[176],"study":[177],"whether":[178],"existing":[179],"prediction":[181],"frameworks":[182],"deal":[184],"events.":[189,220],"We":[190],"propose":[191],"approach":[193,222],"that":[194,204],"considers":[195],"input":[199],"identify":[201],"cases":[203],"are":[205],"likely":[206],"be":[208],"impacted":[209],"events,":[213],"particularly":[214],"caused":[217],"Our":[221],"performs":[223],"competitively":[224],"compared":[225],"baselines":[227],"when":[228],"event":[232],"case":[235],"each":[241],"event.":[242]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}