{"id":"https://openalex.org/W2053604034","doi":"https://doi.org/10.1145/2047196.2047247","title":"ReVision","display_name":"ReVision","publication_year":2011,"publication_date":"2011-10-16","ids":{"openalex":"https://openalex.org/W2053604034","doi":"https://doi.org/10.1145/2047196.2047247","mag":"2053604034"},"language":"en","primary_location":{"id":"doi:10.1145/2047196.2047247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2047196.2047247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th annual ACM symposium on User interface software and technology","raw_type":"proceedings-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/A5091765070","display_name":"Manolis Savva","orcid":"https://orcid.org/0000-0001-6132-8964"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]},{"id":"https://openalex.org/I1743320","display_name":"Palo Alto University","ror":"https://ror.org/04f812k67","country_code":"US","type":"education","lineage":["https://openalex.org/I1743320"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Manolis Savva","raw_affiliation_strings":["Stanford University, Palo Alto, CA, USA","Stanford University, Palo Alto, CA USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University, Palo Alto, CA USA","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091720743","display_name":"Nicholas Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Kong","raw_affiliation_strings":["University of California, Berkeley, Berkeley, CA, USA","University of California, Berkeley, Berkeley, CA USA"],"affiliations":[{"raw_affiliation_string":"University of California, Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"University of California, Berkeley, Berkeley, CA USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030557388","display_name":"Arti Chhajta","orcid":null},"institutions":[{"id":"https://openalex.org/I1743320","display_name":"Palo Alto University","ror":"https://ror.org/04f812k67","country_code":"US","type":"education","lineage":["https://openalex.org/I1743320"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arti Chhajta","raw_affiliation_strings":["Stanford University, Palo Alto, CA, USA","Stanford University, Palo Alto, CA USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University, Palo Alto, CA USA","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450462","display_name":"Li Fei-Fei","orcid":"https://orcid.org/0000-0002-7481-0810"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]},{"id":"https://openalex.org/I1743320","display_name":"Palo Alto University","ror":"https://ror.org/04f812k67","country_code":"US","type":"education","lineage":["https://openalex.org/I1743320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Fei-Fei","raw_affiliation_strings":["Stanford University, Palo Alto, CA, USA","Stanford University, Palo Alto, CA USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University, Palo Alto, CA USA","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045835385","display_name":"Maneesh Agrawala","orcid":"https://orcid.org/0000-0002-8996-7327"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maneesh Agrawala","raw_affiliation_strings":["University of California, Berkeley, Berkeley, CA, USA","University of California, Berkeley, Berkeley, CA USA"],"affiliations":[{"raw_affiliation_string":"University of California, Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"University of California, Berkeley, Berkeley, CA USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090570042","display_name":"Jeffrey Heer","orcid":"https://orcid.org/0000-0002-6175-1655"},"institutions":[{"id":"https://openalex.org/I1743320","display_name":"Palo Alto University","ror":"https://ror.org/04f812k67","country_code":"US","type":"education","lineage":["https://openalex.org/I1743320"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey Heer","raw_affiliation_strings":["Stanford University, Palo Alto, CA, USA","Stanford University, Palo Alto, CA USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University, Palo Alto, CA USA","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091765070"],"corresponding_institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":4.7087,"has_fulltext":false,"cited_by_count":260,"citation_normalized_percentile":{"value":0.95791753,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"393","last_page":"402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9954000115394592,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9954000115394592,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9952999949455261,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9944999814033508,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bar-chart","display_name":"Bar chart","score":0.932790994644165},{"id":"https://openalex.org/keywords/pie-chart","display_name":"Pie chart","score":0.9198426008224487},{"id":"https://openalex.org/keywords/bitmap","display_name":"Bitmap","score":0.9165610074996948},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.8281764984130859},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7755469083786011},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4820040762424469},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.477954626083374},{"id":"https://openalex.org/keywords/bar","display_name":"Bar (unit)","score":0.4365699589252472},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3211362063884735},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0955750048160553}],"concepts":[{"id":"https://openalex.org/C61122496","wikidata":"https://www.wikidata.org/wiki/Q1124595","display_name":"Bar chart","level":2,"score":0.932790994644165},{"id":"https://openalex.org/C205208641","wikidata":"https://www.wikidata.org/wiki/Q273404","display_name":"Pie chart","level":2,"score":0.9198426008224487},{"id":"https://openalex.org/C3115412","wikidata":"https://www.wikidata.org/wiki/Q1194708","display_name":"Bitmap","level":2,"score":0.9165610074996948},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.8281764984130859},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7755469083786011},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4820040762424469},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.477954626083374},{"id":"https://openalex.org/C188721877","wikidata":"https://www.wikidata.org/wiki/Q103510","display_name":"Bar (unit)","level":2,"score":0.4365699589252472},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3211362063884735},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0955750048160553},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2047196.2047247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2047196.2047247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th annual ACM symposium on User interface software and technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W643612313","https://openalex.org/W1482671066","https://openalex.org/W1497790312","https://openalex.org/W1527794404","https://openalex.org/W1562544913","https://openalex.org/W1576226931","https://openalex.org/W1589362500","https://openalex.org/W1591465574","https://openalex.org/W1971781829","https://openalex.org/W1986860025","https://openalex.org/W2036718463","https://openalex.org/W2040641857","https://openalex.org/W2085261163","https://openalex.org/W2097817347","https://openalex.org/W2098417174","https://openalex.org/W2099244020","https://openalex.org/W2114566476","https://openalex.org/W2117470435","https://openalex.org/W2119821739","https://openalex.org/W2132881639","https://openalex.org/W2140427427","https://openalex.org/W2151103935","https://openalex.org/W2152763748","https://openalex.org/W2152922709","https://openalex.org/W2155953728","https://openalex.org/W2160382748","https://openalex.org/W2161969291","https://openalex.org/W2596585349","https://openalex.org/W2610685016","https://openalex.org/W2611736676","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2053604034","https://openalex.org/W2970848727","https://openalex.org/W4254627246","https://openalex.org/W4243489664","https://openalex.org/W1499232172","https://openalex.org/W2905210242","https://openalex.org/W4236230270","https://openalex.org/W3009603321","https://openalex.org/W2101830037","https://openalex.org/W4379390844"],"abstract_inverted_index":{"Poorly":[0],"designed":[1],"charts":[2,16,125,134,143],"are":[3,17],"prevalent":[4],"in":[5],"reports,":[6],"magazines,":[7],"books":[8],"and":[9,69,91,126,131,144,172],"on":[10],"the":[11,26,75,88,93,103],"Web.":[12],"Most":[13],"of":[14,60,99,110,123,128,141,146,160],"these":[15,133],"only":[18],"available":[19],"as":[20,63],"bitmap":[21,58],"images;":[22],"without":[23],"access":[24],"to":[25,35,52,73,155,175],"underlying":[27,94],"data":[28,138],"it":[29,135],"is":[30],"prohibitively":[31],"difficult":[32],"for":[33],"viewers":[34],"create":[36],"more":[37],"effective":[38],"visual":[39,177],"representations.":[40],"In":[41],"response":[42],"we":[43],"present":[44],"ReVision,":[45],"a":[46,57,61,97],"system":[47],"that":[48],"automatically":[49],"redesigns":[50],"visualizations":[51],"improve":[53],"graphical":[54,89],"perception.":[55],"Given":[56],"image":[59,107],"chart":[62,76,114,170],"input,":[64],"ReVision":[65,105,149],"applies":[66,151],"computer":[67],"vision":[68],"machine":[70],"learning":[71],"techniques":[72],"identify":[74],"type":[77],"(e.g.,":[78],"pie":[79,129,147],"chart,":[80,82],"bar":[81,124,142],"scatterplot,":[83],"etc.).":[84],"It":[85,116],"then":[86,150],"extracts":[87,119,137],"marks":[90,120],"infers":[92],"data.":[95],"Using":[96],"corpus":[98],"images":[100],"drawn":[101],"from":[102,121,132,139],"web,":[104],"achieves":[106],"classification":[108],"accuracy":[109],"96%":[111],"across":[112],"ten":[113],"categories.":[115],"also":[117],"accurately":[118],"79%":[122],"62%":[127],"charts,":[130],"successfully":[136],"71%":[140],"64%":[145],"charts.":[148,162],"perceptually-based":[152],"design":[153],"principles":[154],"populate":[156],"an":[157],"interactive":[158],"gallery":[159],"redesigned":[161],"With":[163],"this":[164],"interface,":[165],"users":[166],"can":[167],"view":[168],"alternative":[169],"designs":[171],"retarget":[173],"content":[174],"different":[176],"styles.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":32},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":42},{"year":2020,"cited_by_count":30},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2016-06-24T00:00:00"}