{"id":"https://openalex.org/W2621396394","doi":"https://doi.org/10.1145/3019612.3019615","title":"Optimal acquisition of input data for decision taking in business processes","display_name":"Optimal acquisition of input data for decision taking in business processes","publication_year":2017,"publication_date":"2017-04-03","ids":{"openalex":"https://openalex.org/W2621396394","doi":"https://doi.org/10.1145/3019612.3019615","mag":"2621396394"},"language":"en","primary_location":{"id":"doi:10.1145/3019612.3019615","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3019612.3019615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5045295809","display_name":"Ekaterina Bazhenova","orcid":null},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ekaterina Bazhenova","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090696351","display_name":"Mathias Weske","orcid":"https://orcid.org/0000-0002-3346-2442"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mathias Weske","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I143288331"],"apc_list":null,"apc_paid":null,"fwci":0.8643,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66650831,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"703","last_page":"710"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9975000023841858,"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":0.9975000023841858,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9959999918937683,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.743965744972229},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5792790651321411},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5723462700843811},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.5634030699729919},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.5529301166534424},{"id":"https://openalex.org/keywords/optimal-decision","display_name":"Optimal decision","score":0.5310381054878235},{"id":"https://openalex.org/keywords/decision-process","display_name":"Decision process","score":0.46965375542640686},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.45592382550239563},{"id":"https://openalex.org/keywords/decision-engineering","display_name":"Decision engineering","score":0.4463226795196533},{"id":"https://openalex.org/keywords/decision-analysis","display_name":"Decision analysis","score":0.44530361890792847},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.442117303609848},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31349408626556396},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.2950829267501831},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.18341243267059326},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10703513026237488},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.08227652311325073}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.743965744972229},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5792790651321411},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5723462700843811},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.5634030699729919},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5529301166534424},{"id":"https://openalex.org/C150325174","wikidata":"https://www.wikidata.org/wiki/Q4335500","display_name":"Optimal decision","level":3,"score":0.5310381054878235},{"id":"https://openalex.org/C2984634286","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision process","level":2,"score":0.46965375542640686},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.45592382550239563},{"id":"https://openalex.org/C135115379","wikidata":"https://www.wikidata.org/wiki/Q2750514","display_name":"Decision engineering","level":4,"score":0.4463226795196533},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.44530361890792847},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.442117303609848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31349408626556396},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2950829267501831},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.18341243267059326},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10703513026237488},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.08227652311325073},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3019612.3019615","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3019612.3019615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W581636154","https://openalex.org/W1517411025","https://openalex.org/W1570448133","https://openalex.org/W1966993710","https://openalex.org/W2036547589","https://openalex.org/W2054275687","https://openalex.org/W2118905843","https://openalex.org/W2464046639","https://openalex.org/W2497438071","https://openalex.org/W2504291177","https://openalex.org/W2584997055","https://openalex.org/W2966207845","https://openalex.org/W3155302843","https://openalex.org/W4301118033","https://openalex.org/W6616879583","https://openalex.org/W6630972473"],"related_works":["https://openalex.org/W1523254661","https://openalex.org/W2259218756","https://openalex.org/W646492873","https://openalex.org/W1979031354","https://openalex.org/W76277348","https://openalex.org/W2376574686","https://openalex.org/W2063034261","https://openalex.org/W2621513865","https://openalex.org/W3109379467","https://openalex.org/W2183479076"],"abstract_inverted_index":{"Business":[0],"process":[1,114,139],"management":[2],"is":[3,11,43],"directly":[4],"affected":[5],"by":[6,140,149],"how":[7,64,142],"effectively":[8],"decision":[9,25,49,96,100,129,138],"making":[10,50],"designed":[12],"and":[13,19,30,126,145],"coordinated.":[14],"The":[15],"recent":[16],"Decision":[17],"Model":[18],"Notation":[20],"(DMN)":[21],"standard":[22],"prescribes":[23],"that":[24,40,44,70,157],"processes":[26],"should":[27],"be":[28,119],"modeled":[29],"executed":[31],"complementary":[32],"to":[33,65,118,143,152],"business":[34,46],"processes.":[35],"One":[36],"of":[37,55,90,95,109],"the":[38,71,133],"challenges":[39],"companies":[41],"face":[42],"many":[45],"situations":[47],"require":[48],"dealing":[51],"with":[52,123],"huge":[53],"amounts":[54],"input":[56,91],"data,":[57],"but":[58],"there":[59],"exist":[60],"no":[61],"guidelines":[62],"on":[63,88,135],"prioritize":[66,146],"inputs":[67,117,124],"acquisition":[68],"so":[69,156],"associated":[72,122,158],"costs":[73,121,159],"are":[74,160],"minimal.":[75,161],"In":[76],"this":[77],"paper,":[78],"we":[79],"propose":[80],"an":[81],"approach":[82,134],"for":[83],"executing":[84],"process-level":[85],"decisions":[86],"based":[87],"prioritization":[89],"data":[92,111],"through":[93],"conversion":[94],"logic":[97],"into":[98],"optimal":[99],"trees.":[101],"As":[102],"optimization":[103],"criteria,":[104],"our":[105],"algorithm":[106],"uses":[107],"excluding":[108],"pre-existing":[110],"about":[112,128],"a":[113,136,150,153],"instance":[115],"from":[116],"acquired,":[120],"acquisition,":[125],"predictions":[127],"outcomes.":[130],"We":[131],"demonstrate":[132],"real-world":[137],"showing":[141],"minimize":[144],"questions":[147],"asked":[148],"bank":[151],"loan":[154],"applicant":[155]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
