{"id":"https://openalex.org/W4416650030","doi":"https://doi.org/10.1109/tvcg.2025.3634819","title":"Quantifying Visualization Vibes: Measuring Socio-Indexicality at Scale","display_name":"Quantifying Visualization Vibes: Measuring Socio-Indexicality at Scale","publication_year":2025,"publication_date":"2025-11-25","ids":{"openalex":"https://openalex.org/W4416650030","doi":"https://doi.org/10.1109/tvcg.2025.3634819","pmid":"https://pubmed.ncbi.nlm.nih.gov/41289095"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2025.3634819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3634819","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Transactions on Visualization and Computer Graphics","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/A5073334482","display_name":"Amy Rae Fox","orcid":"https://orcid.org/0000-0003-0995-7899"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amy Rae Fox","raw_affiliation_strings":["MIT CSAIL, USA"],"raw_orcid":"https://orcid.org/0000-0003-0995-7899","affiliations":[{"raw_affiliation_string":"MIT CSAIL, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Michelle Morgenstern","orcid":"https://orcid.org/0000-0002-6321-6613"},"institutions":[{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Michelle Morgenstern","raw_affiliation_strings":["MIT Department of Anthropology, USA"],"raw_orcid":"https://orcid.org/0000-0002-6321-6613","affiliations":[{"raw_affiliation_string":"MIT Department of Anthropology, USA","institution_ids":["https://openalex.org/I4210109586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069966326","display_name":"Graham M. Jones","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Graham M. Jones","raw_affiliation_strings":["MIT Department of Anthropology, USA"],"raw_orcid":"https://orcid.org/0000-0001-6435-7066","affiliations":[{"raw_affiliation_string":"MIT Department of Anthropology, USA","institution_ids":["https://openalex.org/I4210109586"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077783676","display_name":"Arvind Satyanarayan","orcid":"https://orcid.org/0000-0001-5564-635X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arvind Satyanarayan","raw_affiliation_strings":["MIT CSAIL, USA"],"raw_orcid":"https://orcid.org/0000-0001-5564-635X","affiliations":[{"raw_affiliation_string":"MIT CSAIL, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9349,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81345457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"32","issue":"1","first_page":"1273","last_page":"1283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9789000153541565,"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":0.9789000153541565,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.0032999999821186066,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.002400000113993883,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/visualization","display_name":"Visualization","score":0.7434999942779541},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.7264000177383423},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.6557000279426575},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5630000233650208},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5264999866485596},{"id":"https://openalex.org/keywords/sociocultural-evolution","display_name":"Sociocultural evolution","score":0.5238000154495239},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4465999901294708},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.37610000371932983}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.767300009727478},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7455000281333923},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7434999942779541},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.7264000177383423},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.6557000279426575},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5630000233650208},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5264999866485596},{"id":"https://openalex.org/C196187386","wikidata":"https://www.wikidata.org/wiki/Q1050187","display_name":"Sociocultural evolution","level":2,"score":0.5238000154495239},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4465999901294708},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3804999887943268},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.37610000371932983},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3582000136375427},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.34299999475479126},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.33340001106262207},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3176000118255615},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C117035363","wikidata":"https://www.wikidata.org/wiki/Q3769299","display_name":"Human behavior","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.2815000116825104},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26499998569488525},{"id":"https://openalex.org/C55037315","wikidata":"https://www.wikidata.org/wiki/Q5421151","display_name":"Experimental data","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.2549999952316284}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2025.3634819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3634819","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:41289095","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41289095","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 transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4263670859","display_name":null,"funder_award_id":"1900991","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":63,"referenced_works":["https://openalex.org/W128042","https://openalex.org/W1499449570","https://openalex.org/W1952173784","https://openalex.org/W1997816453","https://openalex.org/W2004627004","https://openalex.org/W2046881809","https://openalex.org/W2054901814","https://openalex.org/W2088724680","https://openalex.org/W2104393227","https://openalex.org/W2120326355","https://openalex.org/W2130232303","https://openalex.org/W2147235552","https://openalex.org/W2149965278","https://openalex.org/W2159566361","https://openalex.org/W2159876113","https://openalex.org/W2300653232","https://openalex.org/W2543483077","https://openalex.org/W2556941382","https://openalex.org/W2584762744","https://openalex.org/W2736760118","https://openalex.org/W2763637847","https://openalex.org/W2791701319","https://openalex.org/W2795622273","https://openalex.org/W2810874430","https://openalex.org/W2894294331","https://openalex.org/W2897485665","https://openalex.org/W2940562782","https://openalex.org/W2945433338","https://openalex.org/W2963271501","https://openalex.org/W2964778068","https://openalex.org/W3014710318","https://openalex.org/W3092187089","https://openalex.org/W3092487423","https://openalex.org/W3092585760","https://openalex.org/W3094008558","https://openalex.org/W3127701756","https://openalex.org/W3128073725","https://openalex.org/W3147934763","https://openalex.org/W3191505672","https://openalex.org/W3198865538","https://openalex.org/W4200375399","https://openalex.org/W4210395627","https://openalex.org/W4239920099","https://openalex.org/W4240504012","https://openalex.org/W4243025932","https://openalex.org/W4250715784","https://openalex.org/W4283452643","https://openalex.org/W4283461907","https://openalex.org/W4283462739","https://openalex.org/W4290619234","https://openalex.org/W4313171568","https://openalex.org/W4372348197","https://openalex.org/W4379744366","https://openalex.org/W4387387474","https://openalex.org/W4387885605","https://openalex.org/W4387917687","https://openalex.org/W4388429547","https://openalex.org/W4388429701","https://openalex.org/W4388429705","https://openalex.org/W4398139950","https://openalex.org/W4403893018","https://openalex.org/W4411392672","https://openalex.org/W4416649989"],"related_works":[],"abstract_inverted_index":{"What":[0],"impressions":[1],"might":[2],"readers":[3],"form":[4],"with":[5,42,115],"visualizations":[6,31],"that":[7,22,30,73],"go":[8],"beyond":[9],"the":[10,24,35,116,136,151],"data":[11,36,96,124,175],"they":[12,37],"encode?":[13],"In":[14],"this":[15,41],"paper,":[16],"we":[17,50,69,106,148],"build":[18],"on":[19,155],"recent":[20],"work":[21,44],"demonstrates":[23],"socio-indexical":[25],"function":[26,93],"of":[27,66,94,103,121,141,153],"visualization,":[28],"showing":[29],"communicate":[32],"more":[33],"than":[34],"explicitly":[38],"encode.":[39],"Bridging":[40],"prior":[43],"examining":[45],"public":[46,174],"discourse":[47],"about":[48,58,143],"visualizations,":[49],"contribute":[51],"an":[52,59,122],"analytic":[53],"framework":[54],"for":[55],"describing":[56],"inferences":[57,142],"artifact's":[60,123],"social":[61,75,144],"provenance.":[62],"Via":[63],"a":[64,87,92],"series":[65],"attribution-elicitation":[67],"surveys,":[68],"offer":[70],"descriptive":[71],"evidence":[72],"these":[74],"inferences:":[76],"(1)":[77],"can":[78,164],"be":[79],"studied":[80],"asynchronously,":[81],"(2)":[82],"are":[83],"not":[84],"unique":[85],"to":[86,125,128,160,169],"particular":[88],"sociocultural":[89,162],"group":[90],"or":[91],"limited":[95],"literacy,":[97],"and":[98,118,138,146],"(3)":[99],"may":[100],"influence":[101],"assessments":[102],"trust.":[104],"Further,":[105],"demonstrate":[107],"(4)":[108],"how":[109],"design":[110,137,167],"features":[111],"act":[112],"in":[113,158,173],"concert":[114],"topic":[117],"underlying":[119],"messages":[120],"give":[126],"rise":[127],"such":[129],"'beyond-data'":[130],"readings.":[131],"We":[132],"conclude":[133],"by":[134],"discussing":[135],"research":[139,154],"implications":[140],"provenance,":[145],"why":[147],"believe":[149],"broadening":[150],"scope":[152],"human":[156],"factors":[157],"visualization":[159],"include":[161],"phenomena":[163],"yield":[165],"actionable":[166],"recommendations":[168],"address":[170],"urgent":[171],"challenges":[172],"communication.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-25T00:00:00"}
