{"id":"https://openalex.org/W4285087851","doi":"https://doi.org/10.1007/s10796-022-10310-4","title":"Visual Analytics: Transferring, Translating and Transforming Knowledge from Analytics Experts to Non-technical Domain Experts in Multidisciplinary Teams","display_name":"Visual Analytics: Transferring, Translating and Transforming Knowledge from Analytics Experts to Non-technical Domain Experts in Multidisciplinary Teams","publication_year":2022,"publication_date":"2022-07-13","ids":{"openalex":"https://openalex.org/W4285087851","doi":"https://doi.org/10.1007/s10796-022-10310-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-022-10310-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-022-10310-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-022-10310-4.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10796-022-10310-4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062653244","display_name":"Olivera Marjanovic","orcid":"https://orcid.org/0000-0001-8362-0982"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Olivera Marjanovic","raw_affiliation_strings":["School of Professional Practice & Leadership, Faculty of Engineering & IT, University of Technology Sydney, Broadway, Sydney, 2007, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8362-0982","affiliations":[{"raw_affiliation_string":"School of Professional Practice & Leadership, Faculty of Engineering & IT, University of Technology Sydney, Broadway, Sydney, 2007, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039782650","display_name":"Greg Patmore","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Greg Patmore","raw_affiliation_strings":["Business School, University of Sydney, Camperdown, Sydney, NSW, 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, University of Sydney, Camperdown, Sydney, NSW, 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050278605","display_name":"Nikola Balnave","orcid":"https://orcid.org/0000-0003-3950-046X"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nikola Balnave","raw_affiliation_strings":["Department of Management, Business School, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management, Business School, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062653244"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.406,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.5907657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"25","issue":"4","first_page":"1571","last_page":"1588"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9957000017166138,"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":0.9957000017166138,"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/T11024","display_name":"Information Systems Theories and Implementation","score":0.951200008392334,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9352999925613403,"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/visual-analytics","display_name":"Visual analytics","score":0.7610585689544678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6914999485015869},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.6711609959602356},{"id":"https://openalex.org/keywords/subject-matter-expert","display_name":"Subject-matter expert","score":0.6425362825393677},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6279830932617188},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5764507055282593},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5469056963920593},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4960683286190033},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.47170305252075195},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4065368175506592},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.21484532952308655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1869698464870453},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.08786308765411377}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7610585689544678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6914999485015869},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.6711609959602356},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.6425362825393677},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6279830932617188},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5764507055282593},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5469056963920593},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4960683286190033},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.47170305252075195},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4065368175506592},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.21484532952308655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1869698464870453},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.08786308765411377},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10796-022-10310-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-022-10310-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-022-10310-4.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infosf:v:25:y:2023:i:4:d:10.1007_s10796-022-10310-4","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10796-022-10310-4","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"}],"best_oa_location":{"id":"doi:10.1007/s10796-022-10310-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-022-10310-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-022-10310-4.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1769578466","display_name":null,"funder_award_id":"DP170100573","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320320967","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285087851.pdf","grobid_xml":"https://content.openalex.org/works/W4285087851.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W6316888","https://openalex.org/W44279772","https://openalex.org/W82993416","https://openalex.org/W177943097","https://openalex.org/W1574175751","https://openalex.org/W1757067785","https://openalex.org/W1840918127","https://openalex.org/W1851903648","https://openalex.org/W1971670344","https://openalex.org/W1973872090","https://openalex.org/W2041895388","https://openalex.org/W2078061329","https://openalex.org/W2086445738","https://openalex.org/W2098118776","https://openalex.org/W2115925287","https://openalex.org/W2132454116","https://openalex.org/W2132924891","https://openalex.org/W2139041794","https://openalex.org/W2141115795","https://openalex.org/W2141975087","https://openalex.org/W2150587481","https://openalex.org/W2284916459","https://openalex.org/W2296313565","https://openalex.org/W2503288504","https://openalex.org/W2507520421","https://openalex.org/W2508592977","https://openalex.org/W2580408412","https://openalex.org/W2580986741","https://openalex.org/W2590255024","https://openalex.org/W2598563508","https://openalex.org/W2766977116","https://openalex.org/W2774316230","https://openalex.org/W2781500506","https://openalex.org/W2794364213","https://openalex.org/W2801151238","https://openalex.org/W2805033893","https://openalex.org/W2888838403","https://openalex.org/W2963214037","https://openalex.org/W2967130309","https://openalex.org/W2981291549","https://openalex.org/W3021831361","https://openalex.org/W3046522440","https://openalex.org/W3048261865","https://openalex.org/W3067075015","https://openalex.org/W3108010663","https://openalex.org/W3125179424","https://openalex.org/W3134493625","https://openalex.org/W3139156057","https://openalex.org/W3143945924","https://openalex.org/W3151678985","https://openalex.org/W3151685851","https://openalex.org/W3170450746","https://openalex.org/W3209509960","https://openalex.org/W3210945220","https://openalex.org/W4210702550","https://openalex.org/W4245961435","https://openalex.org/W4253655202","https://openalex.org/W4299298909","https://openalex.org/W6622385718","https://openalex.org/W6635933776","https://openalex.org/W6684328752","https://openalex.org/W6708436123","https://openalex.org/W6725815683","https://openalex.org/W6982510202"],"related_works":["https://openalex.org/W2062940763","https://openalex.org/W2937343495","https://openalex.org/W4360833258","https://openalex.org/W3100746587","https://openalex.org/W2086580554","https://openalex.org/W4296913697","https://openalex.org/W2078297485","https://openalex.org/W2158321484","https://openalex.org/W197746879","https://openalex.org/W2358841852"],"abstract_inverted_index":{"Abstract":[0],"Today\u2019s":[1],"complex":[2],"problems":[3],"call":[4],"for":[5,55,159,209],"multidisciplinary":[6,75,126],"analytics":[7,12,33,208],"teams":[8],"comprising":[9],"of":[10,38,71,108,119,147,174,183,193,198,206],"both":[11],"and":[13,31,47,142,150,163],"non-technical":[14,56,69,210],"domain":[15,46,57,83,169],"(i.e.":[16,27,35],"subject":[17],"matter)":[18],"experts.":[19,58],"Recognizing":[20],"the":[21,106,115,120,131,143,153,180,186,190,203],"difference":[22],"between":[23],"data":[24,41],"visualisaion":[25],"(DV)":[26],"static":[28],"visual":[29,32,40,207],"outputs)":[30],"(VA)":[34],"a":[36,74,90,109,125,156],"process":[37],"interactive":[39],"exploration,":[42],"guided":[43,93],"by":[44,94,124,134],"user\u2019s":[45],"contextual":[48],"knowledge),":[49],"this":[50,101,135],"paper":[51,102,154],"focuses":[52],"on":[53,195],"VA":[54,66,72,88,127,166],"By":[59],"seeking":[60],"to":[61,68,79,86,168,202],"understand":[62],"knowledge":[63,160],"sharing":[64],"from":[65,165],"experts":[67,84,167,170],"users":[70],"in":[73,100,105],"team,":[76],"we":[77],"aim":[78],"explore":[80],"how":[81],"these":[82],"learn":[85],"use":[87,197],"as":[89],"thinking":[91],"tool,":[92],"their":[95],"knowing-in-practice.":[96],"The":[97],"research":[98,112,194],"described":[99],"was":[103],"conducted":[104],"context":[107],"long-term":[110],"industry-wide":[111],"project":[113],"called":[114],"\u2018Visual":[116],"Historical":[117],"Atlas":[118],"Australian":[121],"Co-operatives\u2019,":[122],"led":[123],"team":[128],"who":[129],"faced":[130],"challenge":[132],"tackled":[133],"research.":[136],"Using":[137],"Action":[138],"Design":[139],"Research":[140],"(ADR)":[141],"combined":[144],"theoretical":[145],"lens":[146],"boundary":[148,176],"objects":[149],"secondary":[151],"design,":[152],"theorises":[155],"three-phase":[157,187],"method":[158],"transfer,":[161],"translation":[162],"transformation":[164],"using":[171],"different":[172],"types":[173],"VA-related":[175],"objects.":[177],"Together":[178],"with":[179],"proposed":[181],"set":[182],"design":[184],"principles,":[185],"model":[188],"advances":[189],"well-established":[191],"stream":[192],"organizational":[196],"analytics,":[199],"extending":[200],"it":[201],"emerging":[204],"area":[205],"decision":[211],"makers.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-30T09:04:40.226872","created_date":"2025-10-10T00:00:00"}
