{"id":"https://openalex.org/W4297236332","doi":"https://doi.org/10.3390/informatics9040073","title":"A Visual Data Storytelling Framework","display_name":"A Visual Data Storytelling Framework","publication_year":2022,"publication_date":"2022-09-23","ids":{"openalex":"https://openalex.org/W4297236332","doi":"https://doi.org/10.3390/informatics9040073"},"language":"en","primary_location":{"id":"doi:10.3390/informatics9040073","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics9040073","pdf_url":"https://www.mdpi.com/2227-9709/9/4/73/pdf?version=1663922072","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/9/4/73/pdf?version=1663922072","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039936292","display_name":"Yangjinbo Zhang","orcid":"https://orcid.org/0000-0001-6565-8047"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yangjinbo Zhang","raw_affiliation_strings":["Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA 6009, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6565-8047","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036930915","display_name":"Mark Reynolds","orcid":"https://orcid.org/0000-0002-5415-0544"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mark Reynolds","raw_affiliation_strings":["Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA 6009, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020372476","display_name":"Artur Lugmayr","orcid":"https://orcid.org/0000-0001-6994-4470"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Artur Lugmayr","raw_affiliation_strings":["Department of Computer Science, Umea University, 90187 Umea, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Umea University, 90187 Umea, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082702176","display_name":"Katarina Damjanov","orcid":"https://orcid.org/0000-0001-7997-450X"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Katarina Damjanov","raw_affiliation_strings":["School of Social Sciences, The University of Western Australia, Perth, WA 6009, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Social Sciences, The University of Western Australia, Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023496317","display_name":"Ghulam Mubashar Hassan","orcid":"https://orcid.org/0000-0002-6636-8807"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ghulam Mubashar Hassan","raw_affiliation_strings":["Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA 6009, Australia"],"raw_orcid":"https://orcid.org/0000-0002-6636-8807","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039936292"],"corresponding_institution_ids":["https://openalex.org/I177877127"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":2.0313,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.88075367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"9","issue":"4","first_page":"73","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9976999759674072,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9934999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/storytelling","display_name":"Storytelling","score":0.7573062181472778},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6739171743392944},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5959872603416443},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.5799566507339478},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5769011974334717},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5544544458389282},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5288480520248413},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.43406322598457336},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40190237760543823},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3910418450832367},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3244161605834961},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1399478018283844},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.1288200318813324}],"concepts":[{"id":"https://openalex.org/C2776538412","wikidata":"https://www.wikidata.org/wiki/Q989963","display_name":"Storytelling","level":3,"score":0.7573062181472778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6739171743392944},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5959872603416443},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5799566507339478},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5769011974334717},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5544544458389282},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5288480520248413},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.43406322598457336},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40190237760543823},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3910418450832367},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3244161605834961},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1399478018283844},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.1288200318813324},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/informatics9040073","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics9040073","pdf_url":"https://www.mdpi.com/2227-9709/9/4/73/pdf?version=1663922072","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/ec677e84-ec1b-4cce-9ec4-ca387e0dbbde","is_oa":true,"landing_page_url":"https://admin.research-repository.uwa.edu.au/en/publications/ec677e84-ec1b-4cce-9ec4-ca387e0dbbde","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Zhang, Y, Reynolds, M, Lugmayr, A, Damjanov, K & Hassan, G M 2022, 'A Visual Data Storytelling Framework', Informatics, vol. 9, no. 4, 73. https://doi.org/10.3390/informatics9040073","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:publications/ec677e84-ec1b-4cce-9ec4-ca387e0dbbde","is_oa":true,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/ec677e84-ec1b-4cce-9ec4-ca387e0dbbde","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhang , Y , Reynolds , M , Lugmayr , A , Damjanov , K & Hassan , G M 2022 , ' A Visual Data Storytelling Framework ' , Informatics , vol. 9 , no. 4 , 73 . https://doi.org/10.3390/informatics9040073","raw_type":"article"},{"id":"pmh:oai:DiVA.org:umu-202236","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-202236","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:55354e8c824a4e198fa976a248d7c9b4","is_oa":true,"landing_page_url":"https://doaj.org/article/55354e8c824a4e198fa976a248d7c9b4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 9, Iss 4, p 73 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2227-9709/9/4/73/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/informatics9040073","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/informatics9040073","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics9040073","pdf_url":"https://www.mdpi.com/2227-9709/9/4/73/pdf?version=1663922072","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4297236332.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1530372876","https://openalex.org/W1633631835","https://openalex.org/W1952173784","https://openalex.org/W1993729533","https://openalex.org/W2000751528","https://openalex.org/W2007074825","https://openalex.org/W2019463275","https://openalex.org/W2023029656","https://openalex.org/W2027870235","https://openalex.org/W2039286330","https://openalex.org/W2049324847","https://openalex.org/W2099950629","https://openalex.org/W2108458429","https://openalex.org/W2108982845","https://openalex.org/W2113079292","https://openalex.org/W2120326355","https://openalex.org/W2143880496","https://openalex.org/W2157900633","https://openalex.org/W2163805179","https://openalex.org/W2170080350","https://openalex.org/W2171900597","https://openalex.org/W2512948749","https://openalex.org/W2582589033","https://openalex.org/W2888047562","https://openalex.org/W2908422755","https://openalex.org/W2941745510","https://openalex.org/W3000173496","https://openalex.org/W3003759491","https://openalex.org/W3085110439","https://openalex.org/W4237462920","https://openalex.org/W4247200431","https://openalex.org/W4299523904","https://openalex.org/W4319588497"],"related_works":["https://openalex.org/W2362367986","https://openalex.org/W348707231","https://openalex.org/W2571228289","https://openalex.org/W4293108519","https://openalex.org/W3041760129","https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W2189613078","https://openalex.org/W2579659702"],"abstract_inverted_index":{"While":[0],"the":[1,75,107,127],"consumption":[2],"of":[3,25,61,77,129],"visual":[4,151],"information":[5,156],"becomes":[6],"a":[7,36,117,139,161],"daily":[8],"commodity":[9],"integrated":[10],"into":[11,53,83,122],"our":[12,167],"lives,":[13],"data":[14,34,37,48,52,62,79,110,113,123,132,152,168],"visualisation":[15,49],"is":[16,28],"dominated":[17],"by":[18],"dashboards":[19],"and":[20,47,59,71,80,86,112,120,133,157],"charts.":[21],"The":[22,56],"main":[23],"contribution":[24],"this":[26,144],"article":[27],"an":[29,155],"advanced":[30],"way":[31],"to":[32,50,99,135,147,165],"visualise":[33],"as":[35],"story.":[38],"We":[39,103,142],"converged":[40],"paradigms":[41],"from":[42,154],"digital":[43],"storytelling,":[44],"serious":[45],"games,":[46],"turn":[51],"useful":[54],"insights.":[55],"creation,":[57],"management,":[58],"analysis":[60],"have":[63],"been":[64,97],"increasingly":[65],"given":[66],"more":[67],"attention":[68],"in":[69,138],"industry":[70],"professional":[72],"practices.":[73],"However,":[74],"potential":[76],"packaging":[78],"analytic":[81],"results":[82],"easily":[84],"digestible":[85],"visually":[87],"explorable":[88],"content":[89],"intended":[90],"for":[91,150],"non-professional":[92],"audiences":[93,137],"has":[94],"not":[95],"yet":[96],"investigated":[98],"its":[100],"full":[101],"extent.":[102],"contributed":[104],"towards":[105],"overcoming":[106],"gap":[108],"between":[109],"analytics":[111],"presentation.":[114],"By":[115],"integrating":[116],"story-like":[118],"environment":[119],"entertainment":[121],"visualisation,":[124],"we":[125],"explore":[126],"possibilities":[128],"efficiently":[130],"communicating":[131],"insights":[134],"general":[136],"casual":[140],"context.":[141],"present":[143],"modular":[145],"approach":[146],"customising":[148],"messages":[149],"storytelling":[153,169],"communication":[158],"perspective,":[159],"including":[160],"test":[162],"prototype":[163],"developed":[164],"illustrate":[166],"framework.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":5}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}