{"id":"https://openalex.org/W2022659315","doi":"https://doi.org/10.1109/rcis.2013.6577687","title":"Adapting to uncertain and evolving enterprise requirements: The case of business-driven business intelligence","display_name":"Adapting to uncertain and evolving enterprise requirements: The case of business-driven business intelligence","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W2022659315","doi":"https://doi.org/10.1109/rcis.2013.6577687","mag":"2022659315"},"language":"en","primary_location":{"id":"doi:10.1109/rcis.2013.6577687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcis.2013.6577687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE 7th International Conference on Research Challenges in Information Science (RCIS)","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/A5101998685","display_name":"Eric Yu","orcid":"https://orcid.org/0000-0002-3832-5981"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Eric Yu","raw_affiliation_strings":["University of Toronto, Toronto, Canada","University of Toronto, Toronto, On, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto, Toronto, On, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080518319","display_name":"Alexei Lapouchnian","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alexei Lapouchnian","raw_affiliation_strings":["University of Toronto, Toronto, Canada","University of Toronto, Toronto, On, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto, Toronto, On, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037572479","display_name":"Stephanie Deng","orcid":"https://orcid.org/0000-0002-0943-1339"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stephanie Deng","raw_affiliation_strings":["University of Toronto, Toronto, Canada","University of Toronto, Toronto, On, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto, Toronto, On, Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7727,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93664726,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9994999766349792,"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":0.9994999766349792,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9968000054359436,"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/computer-science","display_name":"Computer science","score":0.713498055934906},{"id":"https://openalex.org/keywords/business-requirements","display_name":"Business requirements","score":0.5249975919723511},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.47794416546821594},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4754756987094879},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4754754602909088},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.4468918740749359},{"id":"https://openalex.org/keywords/business-rule","display_name":"Business rule","score":0.4103999435901642},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3528245687484741},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.3134633004665375},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.25502899289131165},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14853936433792114},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14252996444702148},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.09590360522270203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.713498055934906},{"id":"https://openalex.org/C123247970","wikidata":"https://www.wikidata.org/wiki/Q5001932","display_name":"Business requirements","level":4,"score":0.5249975919723511},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.47794416546821594},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4754756987094879},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4754754602909088},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.4468918740749359},{"id":"https://openalex.org/C11066294","wikidata":"https://www.wikidata.org/wiki/Q1518244","display_name":"Business rule","level":4,"score":0.4103999435901642},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3528245687484741},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.3134633004665375},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.25502899289131165},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14853936433792114},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14252996444702148},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09590360522270203},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/rcis.2013.6577687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcis.2013.6577687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE 7th International Conference on Research Challenges in Information Science (RCIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.348.3652","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.348.3652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.toronto.edu/~alexei/pub/RCIS2013.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W5506016","https://openalex.org/W161691443","https://openalex.org/W594638297","https://openalex.org/W628136672","https://openalex.org/W1162165997","https://openalex.org/W1494137514","https://openalex.org/W1505489038","https://openalex.org/W1683691372","https://openalex.org/W1860825398","https://openalex.org/W1976726750","https://openalex.org/W1979416812","https://openalex.org/W1986139229","https://openalex.org/W1990911977","https://openalex.org/W2008162105","https://openalex.org/W2008190734","https://openalex.org/W2033406822","https://openalex.org/W2128774479","https://openalex.org/W2133864687","https://openalex.org/W2140437372","https://openalex.org/W2152759795","https://openalex.org/W2165776486","https://openalex.org/W2940487061","https://openalex.org/W4242182825","https://openalex.org/W4299515296","https://openalex.org/W6606640997","https://openalex.org/W6629518394"],"related_works":["https://openalex.org/W1513247955","https://openalex.org/W795162519","https://openalex.org/W2169086464","https://openalex.org/W2560281429","https://openalex.org/W2106669570","https://openalex.org/W3183398743","https://openalex.org/W1759440274","https://openalex.org/W1871382510","https://openalex.org/W1945354286","https://openalex.org/W169915107"],"abstract_inverted_index":{"Information":[0],"systems":[1],"today":[2],"are":[3,38,71],"expected":[4],"to":[5,26,80,111,129,134,139],"function":[6],"in":[7,83,93,99,132],"an":[8,102],"increasingly":[9],"dynamic":[10,86],"world":[11],"with":[12],"many":[13],"uncertainties.":[14],"System":[15],"development":[16],"is":[17],"seldom":[18],"a":[19],"linear":[20],"progression":[21],"from":[22,57,89],"well-defined,":[23],"fully-specified":[24],"requirements":[25,61,126],"finished":[27],"products":[28],"that":[29,70],"fully":[30],"meet":[31],"the":[32,84,90,112],"initial":[33],"requirements.":[34],"More":[35],"likely,":[36],"there":[37],"ongoing":[39],"cycles":[40],"of":[41,114],"exploration,":[42],"design":[43],"and":[44,51,63,73,108,117,138],"implementation,":[45],"taking":[46],"into":[47],"account":[48],"evolving":[49],"needs":[50],"capabilities,":[52],"as":[53,55],"well":[54],"lessons":[56],"earlier":[58],"cycles.":[59],"Existing":[60],"modeling":[62,127],"analysis":[64,82],"techniques":[65,77,128],"largely":[66],"presume":[67],"application":[68],"settings":[69],"stable":[72],"predictable.":[74],"Can":[75],"these":[76,130],"be":[78],"used":[79],"support":[81],"new":[85],"environment?":[87],"Scenarios":[88],"recent":[91],"surge":[92],"demand":[94],"for":[95,105],"business":[96],"intelligence":[97],"capabilities":[98],"enterprises":[100],"provide":[101],"interesting":[103],"setting":[104],"examining":[106],"organizational":[107],"IT":[109],"responses":[110],"challenges":[113],"high":[115],"uncertainty":[116],"rapid":[118],"change.":[119],"In":[120],"this":[121],"paper,":[122],"we":[123],"apply":[124],"existing":[125],"scenarios":[131],"order":[133],"uncover":[135],"their":[136],"inadequacies,":[137],"identify":[140],"research":[141],"challenges.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
