{"id":"https://openalex.org/W4390402069","doi":"https://doi.org/10.1109/cloudtech58737.2023.10366132","title":"Data-Driven Transformation in Investment Banks","display_name":"Data-Driven Transformation in Investment Banks","publication_year":2023,"publication_date":"2023-11-21","ids":{"openalex":"https://openalex.org/W4390402069","doi":"https://doi.org/10.1109/cloudtech58737.2023.10366132"},"language":"en","primary_location":{"id":"doi:10.1109/cloudtech58737.2023.10366132","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cloudtech58737.2023.10366132","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 6th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech)","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/A5086623782","display_name":"Basma Iraqi","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Basma Iraqi","raw_affiliation_strings":["ENSIAS Mohammed V University in Rabat,Rabat,Morocco","ENSIAS Mohammed V University in Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSIAS Mohammed V University in Rabat,Rabat,Morocco","institution_ids":["https://openalex.org/I126477371"]},{"raw_affiliation_string":"ENSIAS Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020369618","display_name":"Lamia Benhiba","orcid":"https://orcid.org/0000-0001-5108-6041"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Lamia Benhiba","raw_affiliation_strings":["ENSIAS Mohammed V University in Rabat,Rabat,Morocco","ENSIAS Mohammed V University in Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSIAS Mohammed V University in Rabat,Rabat,Morocco","institution_ids":["https://openalex.org/I126477371"]},{"raw_affiliation_string":"ENSIAS Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006988411","display_name":"Mohammed Abdou Janati Idrissi","orcid":"https://orcid.org/0000-0002-3567-1483"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Abdou Janati Idrissi","raw_affiliation_strings":["ENSIAS Mohammed V University in Rabat,Rabat,Morocco","ENSIAS Mohammed V University in Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSIAS Mohammed V University in Rabat,Rabat,Morocco","institution_ids":["https://openalex.org/I126477371"]},{"raw_affiliation_string":"ENSIAS Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"09"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9990000128746033,"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":0.9990000128746033,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9775999784469604,"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/T11572","display_name":"Information Technology Governance and Strategy","score":0.9707000255584717,"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/transformation","display_name":"Transformation (genetics)","score":0.7601525187492371},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.7481791377067566},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.7340736985206604},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.6471227407455444},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5727519392967224},{"id":"https://openalex.org/keywords/data-transformation","display_name":"Data transformation","score":0.5648615956306458},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5331926345825195},{"id":"https://openalex.org/keywords/data-driven","display_name":"Data-driven","score":0.5236461162567139},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.46780848503112793},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4607047140598297},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.45235636830329895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4506807029247284},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1835934817790985},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16638287901878357},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.1561794877052307},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.121866375207901},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.11037474870681763},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08214393258094788},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07137668132781982}],"concepts":[{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.7601525187492371},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.7481791377067566},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.7340736985206604},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.6471227407455444},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5727519392967224},{"id":"https://openalex.org/C150670458","wikidata":"https://www.wikidata.org/wiki/Q4272815","display_name":"Data transformation","level":3,"score":0.5648615956306458},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5331926345825195},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.5236461162567139},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.46780848503112793},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4607047140598297},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.45235636830329895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4506807029247284},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1835934817790985},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16638287901878357},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.1561794877052307},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.121866375207901},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.11037474870681763},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08214393258094788},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07137668132781982},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cloudtech58737.2023.10366132","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cloudtech58737.2023.10366132","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 6th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2563015575","https://openalex.org/W2573178363","https://openalex.org/W2809993423","https://openalex.org/W2906826047","https://openalex.org/W2914362347","https://openalex.org/W2978346165","https://openalex.org/W2979857850","https://openalex.org/W3020491035","https://openalex.org/W3091552268","https://openalex.org/W3149028359","https://openalex.org/W3150070000","https://openalex.org/W3172652292","https://openalex.org/W4401915902"],"related_works":["https://openalex.org/W2179270410","https://openalex.org/W4214747436","https://openalex.org/W3209312816","https://openalex.org/W4391093636","https://openalex.org/W4205595170","https://openalex.org/W2080666752","https://openalex.org/W2354685366","https://openalex.org/W3196865791","https://openalex.org/W2495476782","https://openalex.org/W4389230500"],"abstract_inverted_index":{"Digital":[0],"transformation":[1,27,55,80],"has":[2,40,56],"become":[3],"a":[4,25,63],"major":[5],"concern":[6],"to":[7,24,71,74,101,119,123,133,139,143],"all":[8,47,137],"companies,":[9],"and":[10,34,95,117],"with":[11],"data":[12,39,110],"being":[13],"at":[14],"the":[15,44,86,89,125],"center":[16,45],"of":[17,46,136],"this":[18,103,146],"transformation,":[19],"enterprises":[20],"are":[21],"increasingly":[22],"shifting":[23],"data-driven":[26,54,79],"where":[28,38],"decision-making":[29],"is":[30,132],"based":[31],"on":[32,77,85],"facts":[33],"data.":[35],"In":[36],"sectors":[37],"always":[41],"been":[42],"in":[43,121,145],"work":[48,112],"processes,":[49],"such":[50],"as":[51,60],"investment":[52,75,141],"banking,":[53],"even":[57],"more":[58,64],"importance":[59],"it":[61],"allows":[62],"tangible":[65],"result":[66],"generation.":[67],"This":[68],"paper":[69,106],"aims":[70],"provide":[72],"guidance":[73],"banks":[76,142],"their":[78],"journey":[81],"by":[82],"providing":[83],"insights":[84],"target":[87],"culture,":[88],"patterns":[90],"that":[91,97],"could":[92],"be":[93,99],"adopted":[94],"phases":[96],"should":[98],"followed":[100],"roadmap":[102],"transformation.":[104],"The":[105,130],"also":[107],"discusses":[108],"when":[109],"architecture":[111],"starts,":[113],"its":[114],"drivers,":[115],"challenges":[116],"risks":[118],"mitigate":[120],"order":[122],"ensure":[124],"highest":[126],"performance":[127],"levels":[128],"possible.":[129],"objective":[131],"getbetter":[134],"sense":[135],"dimensions":[138],"inspire":[140],"engage":[144],"process.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
