{"id":"https://openalex.org/W2546776379","doi":"https://doi.org/10.1145/2908446.2908514","title":"Enhancing Decision Model Notation (DMN) for better use in Business Analytics (BA)","display_name":"Enhancing Decision Model Notation (DMN) for better use in Business Analytics (BA)","publication_year":2016,"publication_date":"2016-05-09","ids":{"openalex":"https://openalex.org/W2546776379","doi":"https://doi.org/10.1145/2908446.2908514","mag":"2546776379"},"language":"en","primary_location":{"id":"doi:10.1145/2908446.2908514","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2908446.2908514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Informatics and Systems","raw_type":"proceedings-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/A5111728357","display_name":"Hisham M. Abdelsalam","orcid":"https://orcid.org/0000-0003-4890-006X"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Hisham M. Abdelsalam","raw_affiliation_strings":["Operations Research and Decision Support Department, Faculty of Computers and Information, Cairo University, Egypt"],"affiliations":[{"raw_affiliation_string":"Operations Research and Decision Support Department, Faculty of Computers and Information, Cairo University, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083200680","display_name":"Amal R.S. Shoaeb","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amal R.S. Shoaeb","raw_affiliation_strings":["Real Estate Taxation Authority, Ministry of Finance, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Real Estate Taxation Authority, Ministry of Finance, Cairo, Egypt","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046279457","display_name":"Magy M. Elassal","orcid":null},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Magy M. Elassal","raw_affiliation_strings":["Operations Research and Decision Support Department, Faculty of Computers and Information, Cairo University, Egypt"],"affiliations":[{"raw_affiliation_string":"Operations Research and Decision Support Department, Faculty of Computers and Information, Cairo University, Egypt","institution_ids":["https://openalex.org/I145487455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111728357"],"corresponding_institution_ids":["https://openalex.org/I145487455"],"apc_list":null,"apc_paid":null,"fwci":0.4694,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74092675,"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":"321","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9962000250816345,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9962000250816345,"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/T11719","display_name":"Data Quality and Management","score":0.9799000024795532,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.978600025177002,"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":0.6770658493041992},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.640275239944458},{"id":"https://openalex.org/keywords/profitability-index","display_name":"Profitability index","score":0.6362787485122681},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.6238845586776733},{"id":"https://openalex.org/keywords/influence-diagram","display_name":"Influence diagram","score":0.6156949996948242},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5964726209640503},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.5919950604438782},{"id":"https://openalex.org/keywords/decision-analysis","display_name":"Decision analysis","score":0.587955117225647},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.5323389768600464},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47867709398269653},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.44624701142311096},{"id":"https://openalex.org/keywords/business-rule","display_name":"Business rule","score":0.41479629278182983},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3683764338493347},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3329472243785858},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.32872429490089417},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.23549604415893555},{"id":"https://openalex.org/keywords/business-analysis","display_name":"Business analysis","score":0.215925931930542},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19662770628929138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18889889121055603},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17605996131896973},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10516887903213501}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6770658493041992},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.640275239944458},{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.6362787485122681},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.6238845586776733},{"id":"https://openalex.org/C20837028","wikidata":"https://www.wikidata.org/wiki/Q623966","display_name":"Influence diagram","level":3,"score":0.6156949996948242},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5964726209640503},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.5919950604438782},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.587955117225647},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.5323389768600464},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47867709398269653},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.44624701142311096},{"id":"https://openalex.org/C11066294","wikidata":"https://www.wikidata.org/wiki/Q1518244","display_name":"Business rule","level":4,"score":0.41479629278182983},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3683764338493347},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3329472243785858},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.32872429490089417},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.23549604415893555},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.215925931930542},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19662770628929138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18889889121055603},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17605996131896973},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10516887903213501},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2908446.2908514","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2908446.2908514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Informatics and Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W163582578","https://openalex.org/W631969814","https://openalex.org/W1555075889","https://openalex.org/W2024231807","https://openalex.org/W2059216766","https://openalex.org/W2092752336","https://openalex.org/W2294394684","https://openalex.org/W2952845301","https://openalex.org/W4253530923"],"related_works":["https://openalex.org/W787402332","https://openalex.org/W2376574686","https://openalex.org/W82626187","https://openalex.org/W2009277148","https://openalex.org/W840856409","https://openalex.org/W1559864710","https://openalex.org/W4225697222","https://openalex.org/W2369814984","https://openalex.org/W2784108306","https://openalex.org/W1910369405"],"abstract_inverted_index":{"Throughout":[0],"the":[1,12,21,34,65,77,81],"past":[2],"few":[3],"years,":[4],"Business":[5],"Analytics":[6],"(BA)":[7],"has":[8],"become":[9],"one":[10],"of":[11,23,67,83],"most":[13],"important":[14,70],"fields":[15],"if":[16],"you":[17],"want":[18],"to":[19,71,99],"improve":[20],"profitability":[22],"your":[24],"businesses":[25],"and":[26,37,88,105,112],"result":[27],"in":[28,51,94,107],"better":[29],"decision":[30,43,89,109,113],"making.":[31],"Besides":[32],"that,":[33],"Decision":[35],"Modeling":[36],"Notation":[38],"(DMN)":[39],"can":[40],"also":[41],"support":[42,90],"making":[44],"within":[45],"organization":[46],"by":[47,55,103],"sketching":[48],"their":[49],"decisions":[50],"diagrams,":[52],"particularly":[53],"formulated":[54],"business":[56],"analysts":[57],"for":[58],"analysis":[59],"or":[60],"automation":[61],"purposes.":[62],"Which":[63],"makes":[64],"use":[66],"DMN":[68,78],"is":[69],"enhance":[72],"BA.":[73],"Some":[74],"limitations":[75,102],"faced":[76],"such":[79],"as":[80],"lack":[82],"dealing":[84],"with":[85],"uncertainty":[86],"data":[87],"tools.":[91],"We":[92],"provide":[93],"this":[95],"paper":[96],"some":[97],"thoughts":[98],"overcome":[100],"those":[101],"introducing":[104],"enhancing":[106],"both":[108],"requirement":[110],"level":[111],"logic":[114],"level.":[115]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}