{"id":"https://openalex.org/W2146427999","doi":"https://doi.org/10.1142/s0219622014500497","title":"Information visualization to support management decisions","display_name":"Information visualization to support management decisions","publication_year":2014,"publication_date":"2014-01-08","ids":{"openalex":"https://openalex.org/W2146427999","doi":"https://doi.org/10.1142/s0219622014500497","mag":"2146427999"},"language":"en","primary_location":{"id":"doi:10.1142/s0219622014500497","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622014500497","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-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/A5063488412","display_name":"Jasser Al-Kassab","orcid":null},"institutions":[{"id":"https://openalex.org/I202963720","display_name":"University of St.Gallen","ror":"https://ror.org/0561a3s31","country_code":"CH","type":"education","lineage":["https://openalex.org/I202963720"]},{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["CH","GB"],"is_corresponding":false,"raw_author_name":"Jasser Al-Kassab","raw_affiliation_strings":["University of Cambridge, Institute for Manufacturing, CB3 0FT, Cambridge, UK","University of St. Gallen, Institute of Technology Management, 9000 St. Gallen, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge, Institute for Manufacturing, CB3 0FT, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University of St. Gallen, Institute of Technology Management, 9000 St. Gallen, Switzerland","institution_ids":["https://openalex.org/I202963720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088766640","display_name":"Zied M. Ouertani","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zied M. Ouertani","raw_affiliation_strings":["ABB Forschungszentrum. Wallstadter Str. 59, Ladenburg, 68526, Germany","University of Cambridge, Institute for Manufacturing, CB3 0FT, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ABB Forschungszentrum. Wallstadter Str. 59, Ladenburg, 68526, Germany","institution_ids":[]},{"raw_affiliation_string":"University of Cambridge, Institute for Manufacturing, CB3 0FT, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080046469","display_name":"Giovanni Schiuma","orcid":"https://orcid.org/0000-0003-4990-9330"},"institutions":[{"id":"https://openalex.org/I20272500","display_name":"University of Basilicata","ror":"https://ror.org/03tc05689","country_code":"IT","type":"education","lineage":["https://openalex.org/I20272500"]},{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I86211378","display_name":"University of the Arts London","ror":"https://ror.org/04cnfrn26","country_code":"GB","type":"education","lineage":["https://openalex.org/I86211378"]}],"countries":["GB","IT"],"is_corresponding":false,"raw_author_name":"Giovanni Schiuma","raw_affiliation_strings":["University of Basilicata, Viale dell'Ateneo Lucano 10, 85100 Potenza, Italy","University of Cambridge, Institute for Manufacturing, CB3 0FT, Cambridge, UK","University of the Arts London, Innovation Insights Hub, N1C4 AA, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Basilicata, Viale dell'Ateneo Lucano 10, 85100 Potenza, Italy","institution_ids":["https://openalex.org/I20272500"]},{"raw_affiliation_string":"University of Cambridge, Institute for Manufacturing, CB3 0FT, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University of the Arts London, Innovation Insights Hub, N1C4 AA, London, UK","institution_ids":["https://openalex.org/I86211378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031095812","display_name":"Andy Neely","orcid":"https://orcid.org/0000-0001-8220-5242"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andy Neely","raw_affiliation_strings":["University of Cambridge, Institute for Manufacturing, CB3 0FT, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge, Institute for Manufacturing, CB3 0FT, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.5503,"has_fulltext":false,"cited_by_count":75,"citation_normalized_percentile":{"value":0.97540725,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"02","first_page":"407","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9801999926567078,"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/visualization","display_name":"Visualization","score":0.7518690824508667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7429779171943665},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.7053186297416687},{"id":"https://openalex.org/keywords/business-information","display_name":"Business information","score":0.5902515649795532},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5005335807800293},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.47705593705177307},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.46902599930763245},{"id":"https://openalex.org/keywords/information-management","display_name":"Information management","score":0.43807515501976013},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4135490953922272},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41184622049331665},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16352850198745728},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12146908044815063},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.08419981598854065}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7518690824508667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7429779171943665},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.7053186297416687},{"id":"https://openalex.org/C2776574205","wikidata":"https://www.wikidata.org/wiki/Q1391314","display_name":"Business information","level":2,"score":0.5902515649795532},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5005335807800293},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.47705593705177307},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.46902599930763245},{"id":"https://openalex.org/C128487930","wikidata":"https://www.wikidata.org/wiki/Q579488","display_name":"Information management","level":2,"score":0.43807515501976013},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4135490953922272},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41184622049331665},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16352850198745728},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12146908044815063},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.08419981598854065}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1142/s0219622014500497","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622014500497","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},{"id":"pmh:oai:ualresearchonline.arts.ac.uk:7046","is_oa":false,"landing_page_url":"https://ualresearchonline.arts.ac.uk/view/creators/Al-Kassab=3AJasser=3A=3A.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306400021","display_name":"University of the Arts London Research Online (University of the Arts London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I86211378","host_organization_name":"University of the Arts London","host_organization_lineage":["https://openalex.org/I86211378"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:13:y:2014:i:02:n:s0219622014500497","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219622014500497","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:13:y:2014:i:02:p:407-428","is_oa":false,"landing_page_url":"http://www.worldscinet.com/cgi-bin/details.cgi?type=html&id=pii:S0219622014500497","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:generic.eprints.org:627520","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/627520/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:iris.unibas.it:11563/63459","is_oa":false,"landing_page_url":"http://hdl.handle.net/11563/63459","pdf_url":null,"source":{"id":"https://openalex.org/S4377196360","display_name":"CINECA IRIS Institutional Research Information System (University of Basilicata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20272500","host_organization_name":"University of Basilicata","host_organization_lineage":["https://openalex.org/I20272500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2439695482","display_name":null,"funder_award_id":"EP/K003542/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7386443551","display_name":null,"funder_award_id":"EP/K003542/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W621859370","https://openalex.org/W1480239903","https://openalex.org/W1489327062","https://openalex.org/W1516293359","https://openalex.org/W1550248779","https://openalex.org/W1721421031","https://openalex.org/W1964253918","https://openalex.org/W1967350113","https://openalex.org/W1972047171","https://openalex.org/W1976365834","https://openalex.org/W1992101737","https://openalex.org/W1998234480","https://openalex.org/W2010010720","https://openalex.org/W2012557755","https://openalex.org/W2032066881","https://openalex.org/W2050442618","https://openalex.org/W2052537247","https://openalex.org/W2052977543","https://openalex.org/W2056853861","https://openalex.org/W2069844193","https://openalex.org/W2070146169","https://openalex.org/W2071473350","https://openalex.org/W2075105257","https://openalex.org/W2075269517","https://openalex.org/W2075812496","https://openalex.org/W2097431762","https://openalex.org/W2106814120","https://openalex.org/W2112083262","https://openalex.org/W2116107155","https://openalex.org/W2117861885","https://openalex.org/W2119355372","https://openalex.org/W2121001250","https://openalex.org/W2123246614","https://openalex.org/W2123334556","https://openalex.org/W2126620275","https://openalex.org/W2128581233","https://openalex.org/W2155843307","https://openalex.org/W2158685692","https://openalex.org/W2160483778","https://openalex.org/W2160936662","https://openalex.org/W2162147429","https://openalex.org/W2164244016","https://openalex.org/W2167256865","https://openalex.org/W2168014637","https://openalex.org/W2327525319","https://openalex.org/W2503288504","https://openalex.org/W2739904528","https://openalex.org/W2898681128","https://openalex.org/W3122997370","https://openalex.org/W3185972131","https://openalex.org/W4234218379","https://openalex.org/W4250655305","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2327791771","https://openalex.org/W1574055964","https://openalex.org/W2374467746","https://openalex.org/W2049444071","https://openalex.org/W4200203496","https://openalex.org/W4246101347","https://openalex.org/W2735547858","https://openalex.org/W3179741274","https://openalex.org/W2125021515","https://openalex.org/W1694971464"],"abstract_inverted_index":{"Information":[0],"visualization":[1,66,134,148],"can":[2],"accelerate":[3],"perception,":[4],"provide":[5,123],"insight":[6],"and":[7,9,78,117,168],"control,":[8],"harness":[10],"this":[11,53,90],"flood":[12],"of":[13,40,43,46,52,67,105,146,183],"valuable":[14],"data":[15],"to":[16,30,56,142],"gain":[17],"a":[18,27,35,60,71,97,110,113,118,181],"competitive":[19],"advantage":[20],"in":[21,37,74,79],"making":[22],"business":[23,76,136],"decisions.":[24],"Although":[25],"such":[26],"statement":[28],"seems":[29],"be":[31],"obvious,":[32],"there":[33],"is":[34,55,165],"lack":[36],"the":[38,44,65,144,161],"literature":[39,98],"practical":[41],"evidence":[42,130,143],"benefit":[45,145],"information":[47,69,106,133,147,164],"visualization.":[48],"The":[49],"main":[50],"contribution":[51],"paper":[54],"illustrate":[57],"how,":[58],"for":[59],"major":[61],"European":[62],"apparel":[63],"retailer,":[64],"performance":[68,87,163],"plays":[70],"critical":[72],"role":[73],"improving":[75],"decisions":[77],"extracting":[80],"insights":[81],"from":[82],"Redio":[83],"Frequency":[84],"Idetification":[85],"(RFID)-based":[86],"measures.":[88],"In":[89],"paper,":[91],"we":[92,122],"identify":[93],"\u2014":[94,100,124,131,158,171],"based":[95,125],"on":[96,126,160],"review":[99],"three":[101,151],"fundamental":[102],"managerial":[103,153],"functions":[104],"visualization,":[107],"namely":[108],"as:":[109],"communication":[111,191],"medium,":[112],"knowledge":[114,184],"management":[115],"means,":[116],"decision-support":[119],"instrument.":[120],"Then,":[121],"real":[127],"industrial":[128],"case":[129],"how":[132],"supports":[135],"decision-making.":[137],"Several":[138],"examples":[139],"are":[140],"provided":[141],"through":[149],"its":[150],"identified":[152],"functions.":[154],"We":[155],"find":[156],"that":[157],"depending":[159],"way":[162],"shaped,":[166],"communicated,":[167],"made":[169],"interactive":[170],"it":[172],"not":[173],"only":[174],"helps":[175],"decision":[176],"making,":[177],"but":[178],"also":[179],"offers":[180],"means":[182],"creation,":[185],"as":[186,188],"well":[187],"an":[189],"appropriate":[190],"channel.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}