{"id":"https://openalex.org/W4366995870","doi":"https://doi.org/10.1109/mcg.2023.3269850","title":"The Stories We Tell About Data: Surveying Data-Driven Storytelling Using Visualization","display_name":"The Stories We Tell About Data: Surveying Data-Driven Storytelling Using Visualization","publication_year":2023,"publication_date":"2023-04-25","ids":{"openalex":"https://openalex.org/W4366995870","doi":"https://doi.org/10.1109/mcg.2023.3269850","pmid":"https://pubmed.ncbi.nlm.nih.gov/37097789"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2023.3269850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2023.3269850","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5073621993","display_name":"Zhenpeng Zhao","orcid":"https://orcid.org/0000-0002-9876-2964"},"institutions":[{"id":"https://openalex.org/I4210153776","display_name":"Apple (United States)","ror":"https://ror.org/059hsda18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210153776"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenpeng Zhao","raw_affiliation_strings":["Apple, Inc, Cupertino, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Apple, Inc, Cupertino, CA, USA","institution_ids":["https://openalex.org/I4210153776"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034277315","display_name":"Niklas Elmqvist","orcid":"https://orcid.org/0000-0001-5805-5301"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niklas Elmqvist","raw_affiliation_strings":["University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0001-5805-5301","affiliations":[{"raw_affiliation_string":"University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7654,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.92272905,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"43","issue":"4","first_page":"97","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9994999766349792,"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":0.9919999837875366,"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":0.9067111611366272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.720585286617279},{"id":"https://openalex.org/keywords/comics","display_name":"Comics","score":0.704291820526123},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.6202389001846313},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5805975198745728},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5370810031890869},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.518714964389801},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4975564777851105},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.473768025636673},{"id":"https://openalex.org/keywords/framing","display_name":"Framing (construction)","score":0.45287781953811646},{"id":"https://openalex.org/keywords/zest","display_name":"Zest","score":0.4123690724372864},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3720412254333496},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3503827452659607},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3409365713596344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24983671307563782},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.10063710808753967}],"concepts":[{"id":"https://openalex.org/C2776538412","wikidata":"https://www.wikidata.org/wiki/Q989963","display_name":"Storytelling","level":3,"score":0.9067111611366272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.720585286617279},{"id":"https://openalex.org/C529099274","wikidata":"https://www.wikidata.org/wiki/Q1004","display_name":"Comics","level":2,"score":0.704291820526123},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.6202389001846313},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5805975198745728},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5370810031890869},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.518714964389801},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4975564777851105},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.473768025636673},{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.45287781953811646},{"id":"https://openalex.org/C2778051730","wikidata":"https://www.wikidata.org/wiki/Q8069690","display_name":"Zest","level":2,"score":0.4123690724372864},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3720412254333496},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3503827452659607},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3409365713596344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24983671307563782},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.10063710808753967},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcg.2023.3269850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2023.3269850","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},{"id":"pmid:37097789","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37097789","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE computer graphics and applications","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G6145308961","display_name":null,"funder_award_id":"IIS-1539534","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W568410477","https://openalex.org/W582060087","https://openalex.org/W637805381","https://openalex.org/W1530372876","https://openalex.org/W1987930784","https://openalex.org/W1992824033","https://openalex.org/W2048905912","https://openalex.org/W2085103267","https://openalex.org/W2085627919","https://openalex.org/W2108982845","https://openalex.org/W2111285490","https://openalex.org/W2112468969","https://openalex.org/W2157900633","https://openalex.org/W2163805179","https://openalex.org/W2236479588","https://openalex.org/W2518599754","https://openalex.org/W2579759411","https://openalex.org/W2596412070","https://openalex.org/W2607828140","https://openalex.org/W2897426720","https://openalex.org/W2917006730","https://openalex.org/W2921159687","https://openalex.org/W2927052147","https://openalex.org/W3194874579","https://openalex.org/W3201699561","https://openalex.org/W4226542541","https://openalex.org/W4300148139","https://openalex.org/W4306815645","https://openalex.org/W6616944094","https://openalex.org/W6846075410"],"related_works":["https://openalex.org/W1976564100","https://openalex.org/W2033546287","https://openalex.org/W4313317310","https://openalex.org/W2000069757","https://openalex.org/W3097368179","https://openalex.org/W193772402","https://openalex.org/W4385272979","https://openalex.org/W3040862313","https://openalex.org/W2314398467","https://openalex.org/W2601860442"],"abstract_inverted_index":{"The":[0,57],"emerging":[1],"practice":[2,64],"of":[3,41,45,55,72],"data-driven":[4,46,62,111],"storytelling":[5,47,63,101],"is":[6],"framing":[7],"data":[8],"using":[9],"familiar":[10],"narrative":[11],"mechanisms,":[12,102],"such":[13,80],"as":[14,81,92],"slideshows,":[15],"videos,":[16],"and":[17,86,110],"comics,":[18],"to":[19],"make":[20],"even":[21],"highly":[22],"complex":[23],"phenomena":[24],"understandable.":[25],"In":[26],"this":[27],"survey,":[28],"we":[29,96],"propose":[30],"a":[31,93],"taxonomy":[32,91],"focused":[33],"specifically":[34],"on":[35],"media":[36,73],"types":[37],"for":[38,78,104],"the":[39,43,53,69,82],"purpose":[40],"widening":[42],"purview":[44],"by":[48],"putting":[49],"more":[50],"tools":[51],"into":[52],"hands":[54],"designers.":[56],"classification":[58],"shows":[59],"that":[60,74],"current":[61],"does":[65],"not":[66],"yet":[67],"leverage":[68],"full":[70],"repertoire":[71],"can":[75],"be":[76],"used":[77],"storytelling,":[79],"spoken":[83],"word,":[84],"e-learning,":[85],"video":[87],"games.":[88],"Using":[89],"our":[90],"generative":[94],"tool,":[95],"also":[97],"explore":[98],"three":[99],"novel":[100],"including":[103],"live":[105],"streaming,":[106],"gesture-driven":[107],"oral":[108],"presentations,":[109],"comics.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}