{"id":"https://openalex.org/W4411096365","doi":"https://doi.org/10.1145/3743672","title":"A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas","display_name":"A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas","publication_year":2025,"publication_date":"2025-06-06","ids":{"openalex":"https://openalex.org/W4411096365","doi":"https://doi.org/10.1145/3743672"},"language":"en","primary_location":{"id":"doi:10.1145/3743672","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3743672","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5044890168","display_name":"Janik-Vasily Benzin","orcid":"https://orcid.org/0000-0002-3979-400X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Janik-Vasily Benzin","raw_affiliation_strings":["TUM School of Computation, Information and Technology, Department of Informatics, Technical University of Munich","TUM School of Computation, Information and Technology, Department of Informatics, Technical University of Munich, Garching, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3979-400X","affiliations":[{"raw_affiliation_string":"TUM School of Computation, Information and Technology, Department of Informatics, Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"TUM School of Computation, Information and Technology, Department of Informatics, Technical University of Munich, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071368904","display_name":"Stefanie Rinderle\u2010Ma","orcid":"https://orcid.org/0000-0001-5656-6108"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefanie Rinderle-Ma","raw_affiliation_strings":["TUM School of Computation, Information and Technology, Department of Informatics, Technical University of Munich","TUM School of Computation, Information and Technology, Department of Informatics, Technical University of Munich, Garching Germany"],"raw_orcid":"https://orcid.org/0000-0001-5656-6108","affiliations":[{"raw_affiliation_string":"TUM School of Computation, Information and Technology, Department of Informatics, Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"TUM School of Computation, Information and Technology, Department of Informatics, Technical University of Munich, Garching Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.6264,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94362336,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"57","issue":"12","first_page":"1","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9861000180244446,"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":0.8523085117340088},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.727850615978241},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5319614410400391},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5290970802307129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3157479465007782}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8523085117340088},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.727850615978241},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5319614410400391},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5290970802307129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3157479465007782},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3743672","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3743672","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1355923706","display_name":null,"funder_award_id":"514769482, 514769482, 514769482","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":163,"referenced_works":["https://openalex.org/W63289604","https://openalex.org/W304292935","https://openalex.org/W1525361479","https://openalex.org/W1584595690","https://openalex.org/W1968814898","https://openalex.org/W1991018417","https://openalex.org/W1995099886","https://openalex.org/W2008896880","https://openalex.org/W2029393109","https://openalex.org/W2031796758","https://openalex.org/W2035503723","https://openalex.org/W2036336974","https://openalex.org/W2038906023","https://openalex.org/W2041439319","https://openalex.org/W2043093292","https://openalex.org/W2056803344","https://openalex.org/W2083463516","https://openalex.org/W2089758261","https://openalex.org/W2097767756","https://openalex.org/W2108353880","https://openalex.org/W2109499854","https://openalex.org/W2118022153","https://openalex.org/W2132304385","https://openalex.org/W2134934846","https://openalex.org/W2143022286","https://openalex.org/W2153807554","https://openalex.org/W2160599504","https://openalex.org/W2164463086","https://openalex.org/W2170583938","https://openalex.org/W2366739623","https://openalex.org/W2404453404","https://openalex.org/W2409573971","https://openalex.org/W2499737697","https://openalex.org/W2556808250","https://openalex.org/W2585021848","https://openalex.org/W2612824201","https://openalex.org/W2617456871","https://openalex.org/W2741447868","https://openalex.org/W2743466697","https://openalex.org/W2744700103","https://openalex.org/W2755669724","https://openalex.org/W2767387808","https://openalex.org/W2767702853","https://openalex.org/W2788482573","https://openalex.org/W2799785293","https://openalex.org/W2805835245","https://openalex.org/W2893303656","https://openalex.org/W2903640490","https://openalex.org/W2904975428","https://openalex.org/W2907589687","https://openalex.org/W2928587905","https://openalex.org/W2928717702","https://openalex.org/W2938612085","https://openalex.org/W2940274953","https://openalex.org/W2943245811","https://openalex.org/W2944716568","https://openalex.org/W2946117215","https://openalex.org/W2946390555","https://openalex.org/W2963214893","https://openalex.org/W2963798886","https://openalex.org/W2964066696","https://openalex.org/W2964080504","https://openalex.org/W2964253689","https://openalex.org/W2964300152","https://openalex.org/W2964643234","https://openalex.org/W2964737455","https://openalex.org/W2966344204","https://openalex.org/W2979417040","https://openalex.org/W2980745040","https://openalex.org/W2981288985","https://openalex.org/W2981731882","https://openalex.org/W2989980356","https://openalex.org/W2990021683","https://openalex.org/W2994619583","https://openalex.org/W2995593521","https://openalex.org/W2998314166","https://openalex.org/W3005496787","https://openalex.org/W3005893373","https://openalex.org/W3008836958","https://openalex.org/W3014596384","https://openalex.org/W3015851278","https://openalex.org/W3015974343","https://openalex.org/W3022643593","https://openalex.org/W3030845798","https://openalex.org/W3031873601","https://openalex.org/W3035622304","https://openalex.org/W3083380601","https://openalex.org/W3085263925","https://openalex.org/W3088067028","https://openalex.org/W3088611441","https://openalex.org/W3089306244","https://openalex.org/W3092046242","https://openalex.org/W3098938591","https://openalex.org/W3101981467","https://openalex.org/W3107544970","https://openalex.org/W3111802031","https://openalex.org/W3114882055","https://openalex.org/W3116132308","https://openalex.org/W3116534873","https://openalex.org/W3121736031","https://openalex.org/W3122183613","https://openalex.org/W3123176874","https://openalex.org/W3124373176","https://openalex.org/W3124792046","https://openalex.org/W3125855560","https://openalex.org/W3133897986","https://openalex.org/W3134151890","https://openalex.org/W3134774296","https://openalex.org/W3138269143","https://openalex.org/W3146259567","https://openalex.org/W3153423863","https://openalex.org/W3164101172","https://openalex.org/W3177547797","https://openalex.org/W3181231283","https://openalex.org/W3189378327","https://openalex.org/W3190028216","https://openalex.org/W3196816171","https://openalex.org/W3198564768","https://openalex.org/W3198991729","https://openalex.org/W3206991757","https://openalex.org/W3210230218","https://openalex.org/W3214879306","https://openalex.org/W3215932176","https://openalex.org/W4200635746","https://openalex.org/W4206432271","https://openalex.org/W4210726989","https://openalex.org/W4213346784","https://openalex.org/W4214626612","https://openalex.org/W4220880333","https://openalex.org/W4229810220","https://openalex.org/W4233343253","https://openalex.org/W4234917632","https://openalex.org/W4245861846","https://openalex.org/W4251137910","https://openalex.org/W4251381865","https://openalex.org/W4280550128","https://openalex.org/W4280622643","https://openalex.org/W4281782515","https://openalex.org/W4281784915","https://openalex.org/W4283656801","https://openalex.org/W4283788193","https://openalex.org/W4285179845","https://openalex.org/W4285216822","https://openalex.org/W4285280214","https://openalex.org/W4285294863","https://openalex.org/W4285543424","https://openalex.org/W4285819043","https://openalex.org/W4288039037","https://openalex.org/W4289108155","https://openalex.org/W4289920914","https://openalex.org/W4293582904","https://openalex.org/W4301201821","https://openalex.org/W4308115903","https://openalex.org/W4312268671","https://openalex.org/W4313022558","https://openalex.org/W4324142999","https://openalex.org/W4362584032","https://openalex.org/W4379620758","https://openalex.org/W4387560749","https://openalex.org/W4391753543","https://openalex.org/W4394909686","https://openalex.org/W4403600951","https://openalex.org/W6923686943"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2018871932","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Event":[0],"prediction":[1,33,90,130,141,159,169],"is":[2,47,91,143],"the":[3,17,36,64,70,184,188],"ability":[4],"of":[5,40,105,113,151,157],"anticipating":[6],"future":[7,10,25,44,56,67,72,86,139,196],"events,":[8],"i.e.,":[9],"real-world":[11],"occurrences,":[12],"and":[13,43,100,135,155,177,194],"aims":[14],"to":[15,49,53,63,166,183],"support":[16],"user":[18],"in":[19,93,109,123],"deciding":[20],"on":[21,149,187],"actions":[22,80],"that":[23,58,115],"change":[24],"events":[26,42,52,57,73],"towards":[27,83],"a":[28,110,152,163,172],"desired":[29,66],"state.":[30,68],"An":[31],"event":[32,89,129,140,158,168],"method":[34],"learns":[35],"relation":[37],"between":[38],"features":[39],"past":[41],"events.":[45],"It":[46],"applied":[48],"newly":[50],"observed":[51],"predict":[54],"corresponding":[55],"are":[59,81,116],"evaluated":[60],"with":[61,77,181],"respect":[62,182],"user\u2019s":[65],"If":[69],"predicted":[71],"do":[74],"not":[75],"comply":[76],"this":[78],"state,":[79],"taken":[82],"achieving":[84],"desirable":[85],"states.":[87],"Evidently,":[88],"valuable":[92],"many":[94],"application":[95,106],"domains":[96,107],"such":[97],"as":[98],"business":[99],"natural":[101],"disasters.":[102],"The":[103],"diversity":[104],"results":[108],"diverse":[111],"range":[112],"methods":[114,134,142,170],"scattered":[117],"across":[118],"various":[119],"research":[120,197],"areas":[121],"which,":[122],"turn,":[124],"use":[125],"different":[126],"terminology":[127],"for":[128,137],"methods.":[131],"Consequently,":[132],"sharing":[133,148],"knowledge":[136,147],"developing":[138],"restricted.":[144],"To":[145],"facilitate":[146],"account":[150],"comprehensive":[153],"integration":[154],"assessment":[156],"methods,":[160],"we":[161,190],"take":[162],"systems":[164],"perspective":[165],"integrate":[167],"into":[171],"single":[173],"system,":[174],"elicit":[175],"requirements,":[176],"assess":[178],"existing":[179],"work":[180],"requirements.":[185],"Based":[186],"assessment,":[189],"identify":[191],"open":[192],"challenges":[193],"discuss":[195],"directions.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}