{"id":"https://openalex.org/W3183318857","doi":"https://doi.org/10.1109/tvcg.2021.3099002","title":"AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization","display_name":"AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization","publication_year":2021,"publication_date":"2021-07-26","ids":{"openalex":"https://openalex.org/W3183318857","doi":"https://doi.org/10.1109/tvcg.2021.3099002","mag":"3183318857","pmid":"https://pubmed.ncbi.nlm.nih.gov/34310306"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2021.3099002","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3099002","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":"review","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/A5071356824","display_name":"Aoyu Wu","orcid":"https://orcid.org/0000-0001-9187-9265"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Aoyu Wu","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-9187-9265","affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377652","display_name":"Yun Wang","orcid":"https://orcid.org/0000-0003-0468-4043"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Wang","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0468-4043","affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023558209","display_name":"Xinhuan Shu","orcid":"https://orcid.org/0000-0002-9736-4454"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xinhuan Shu","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-9736-4454","affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006087928","display_name":"Dominik Moritz","orcid":"https://orcid.org/0000-0002-3110-1053"},"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"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dominik Moritz","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA","Apple, Cupertino, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3110-1053","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Apple, Cupertino, CA, USA","institution_ids":["https://openalex.org/I4210153776"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100653962","display_name":"Weiwei Cui","orcid":"https://orcid.org/0000-0003-0870-7628"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Cui","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101789836","display_name":"Haidong Zhang","orcid":"https://orcid.org/0000-0001-7411-8042"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haidong Zhang","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331488","display_name":"Dongmei Zhang","orcid":"https://orcid.org/0000-0002-9230-2799"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongmei Zhang","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091466289","display_name":"Huamin Qu","orcid":"https://orcid.org/0000-0002-3344-9694"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Huamin Qu","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.0311,"has_fulltext":false,"cited_by_count":178,"citation_normalized_percentile":{"value":0.99122595,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"28","issue":"12","first_page":"5049","last_page":"5070"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":1.0,"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":1.0,"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/T13398","display_name":"Data Analysis with R","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9682999849319458,"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/visualization","display_name":"Visualization","score":0.8806006908416748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.836701512336731},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6898363828659058},{"id":"https://openalex.org/keywords/infographic","display_name":"Infographic","score":0.6405890583992004},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6099487543106079},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.6020942330360413},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.5217947959899902},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4674324095249176},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.4587261378765106},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.4259771406650543},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3960752487182617},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3731681704521179},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2817841172218323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24904358386993408}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8806006908416748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.836701512336731},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6898363828659058},{"id":"https://openalex.org/C156365220","wikidata":"https://www.wikidata.org/wiki/Q845734","display_name":"Infographic","level":2,"score":0.6405890583992004},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6099487543106079},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.6020942330360413},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5217947959899902},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4674324095249176},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.4587261378765106},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.4259771406650543},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3960752487182617},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3731681704521179},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2817841172218323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24904358386993408},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000078326","descriptor_name":"Data Visualization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078326","descriptor_name":"Data Visualization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078326","descriptor_name":"Data Visualization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tvcg.2021.3099002","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3099002","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:34310306","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34310306","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},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-112581","is_oa":false,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000873836400077","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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"},{"id":"pmh:oai:repository.ust.hk:1783.1-112581","is_oa":false,"landing_page_url":"http://repository.ust.hk/ir/Record/1783.1-112581","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7200000286102295,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":159,"referenced_works":["https://openalex.org/W96115478","https://openalex.org/W1204142551","https://openalex.org/W1485106551","https://openalex.org/W1560971821","https://openalex.org/W1961845056","https://openalex.org/W1965616957","https://openalex.org/W1967952393","https://openalex.org/W1985620471","https://openalex.org/W1986860025","https://openalex.org/W2048349970","https://openalex.org/W2053604034","https://openalex.org/W2054901814","https://openalex.org/W2060928565","https://openalex.org/W2061455250","https://openalex.org/W2061622728","https://openalex.org/W2068562326","https://openalex.org/W2088452021","https://openalex.org/W2097181344","https://openalex.org/W2097817347","https://openalex.org/W2099061257","https://openalex.org/W2103558289","https://openalex.org/W2113411758","https://openalex.org/W2132881639","https://openalex.org/W2134678736","https://openalex.org/W2135415614","https://openalex.org/W2136445095","https://openalex.org/W2146751667","https://openalex.org/W2151122362","https://openalex.org/W2152922709","https://openalex.org/W2155953728","https://openalex.org/W2163922914","https://openalex.org/W2183697171","https://openalex.org/W2401208927","https://openalex.org/W2415253009","https://openalex.org/W2428096022","https://openalex.org/W2432205972","https://openalex.org/W2464551156","https://openalex.org/W2509421351","https://openalex.org/W2516678343","https://openalex.org/W2520300089","https://openalex.org/W2522351341","https://openalex.org/W2578660921","https://openalex.org/W2585601698","https://openalex.org/W2595457065","https://openalex.org/W2602628042","https://openalex.org/W2604887361","https://openalex.org/W2610226709","https://openalex.org/W2610767545","https://openalex.org/W2612492565","https://openalex.org/W2725765016","https://openalex.org/W2730072090","https://openalex.org/W2731742681","https://openalex.org/W2735080104","https://openalex.org/W2742434688","https://openalex.org/W2752275914","https://openalex.org/W2753584194","https://openalex.org/W2766045500","https://openalex.org/W2766732270","https://openalex.org/W2784241156","https://openalex.org/W2788596952","https://openalex.org/W2795226127","https://openalex.org/W2798990443","https://openalex.org/W2815307792","https://openalex.org/W2815772147","https://openalex.org/W2854669374","https://openalex.org/W2886887279","https://openalex.org/W2887781372","https://openalex.org/W2888029456","https://openalex.org/W2888545965","https://openalex.org/W2888611489","https://openalex.org/W2888660171","https://openalex.org/W2896302278","https://openalex.org/W2896810194","https://openalex.org/W2897590518","https://openalex.org/W2897602013","https://openalex.org/W2905165600","https://openalex.org/W2915786579","https://openalex.org/W2941366772","https://openalex.org/W2942658839","https://openalex.org/W2946535156","https://openalex.org/W2949075269","https://openalex.org/W2959442326","https://openalex.org/W2962841871","https://openalex.org/W2963348221","https://openalex.org/W2963420691","https://openalex.org/W2963427688","https://openalex.org/W2963707382","https://openalex.org/W2963995917","https://openalex.org/W2964101465","https://openalex.org/W2964340947","https://openalex.org/W2965346190","https://openalex.org/W2966331853","https://openalex.org/W2966386095","https://openalex.org/W2967623726","https://openalex.org/W2968970819","https://openalex.org/W2969225252","https://openalex.org/W2969478830","https://openalex.org/W2969696778","https://openalex.org/W2969709530","https://openalex.org/W2969974087","https://openalex.org/W2972354974","https://openalex.org/W2977761974","https://openalex.org/W2991028016","https://openalex.org/W2995746305","https://openalex.org/W2997975258","https://openalex.org/W3009518609","https://openalex.org/W3010343788","https://openalex.org/W3012492726","https://openalex.org/W3014820286","https://openalex.org/W3015141109","https://openalex.org/W3021218348","https://openalex.org/W3021831361","https://openalex.org/W3022905935","https://openalex.org/W3023339987","https://openalex.org/W3023866933","https://openalex.org/W3028907449","https://openalex.org/W3030168100","https://openalex.org/W3031494326","https://openalex.org/W3032848711","https://openalex.org/W3035461111","https://openalex.org/W3036880972","https://openalex.org/W3041268612","https://openalex.org/W3048148501","https://openalex.org/W3080485811","https://openalex.org/W3081277912","https://openalex.org/W3092234597","https://openalex.org/W3092317220","https://openalex.org/W3092325673","https://openalex.org/W3092587559","https://openalex.org/W3093051694","https://openalex.org/W3094084711","https://openalex.org/W3094221028","https://openalex.org/W3104085139","https://openalex.org/W3109623256","https://openalex.org/W3111386272","https://openalex.org/W3116465435","https://openalex.org/W3162942519","https://openalex.org/W3165673720","https://openalex.org/W4231974264","https://openalex.org/W4242372420","https://openalex.org/W4289752674","https://openalex.org/W6629103589","https://openalex.org/W6640463705","https://openalex.org/W6665932773","https://openalex.org/W6732983178","https://openalex.org/W6740412537","https://openalex.org/W6740731873","https://openalex.org/W6744401905","https://openalex.org/W6745915114","https://openalex.org/W6752708972","https://openalex.org/W6766628355","https://openalex.org/W6766859883","https://openalex.org/W6767004494","https://openalex.org/W6771294261","https://openalex.org/W6776836860","https://openalex.org/W6787060572","https://openalex.org/W6790045280","https://openalex.org/W7010577083","https://openalex.org/W7075996109"],"related_works":["https://openalex.org/W2362367986","https://openalex.org/W2020974618","https://openalex.org/W2151177154","https://openalex.org/W2148525144","https://openalex.org/W4295118869","https://openalex.org/W2765873974","https://openalex.org/W3145125923","https://openalex.org/W3215871094","https://openalex.org/W2014215324","https://openalex.org/W1559188619"],"abstract_inverted_index":{"Visualizations":[0],"themselves":[1],"have":[2],"become":[3],"a":[4,85,126,140],"data":[5,10,44,57,62,74,111,137],"format.":[6],"Akin":[7],"to":[8,55,118,121,134,147],"other":[9],"formats":[11],"such":[12],"as":[13,41,63,170,172],"text":[14],"and":[15,23,46,71,78,112,116,138,165,189],"images,":[16],"visualizations":[17,40,68],"are":[18],"increasingly":[19],"created,":[20],"stored,":[21],"shared,":[22],"(re-)used":[24],"with":[25,94],"artificial":[26],"intelligence":[27],"(AI)":[28],"techniques.":[29],"In":[30],"this":[31],"survey,":[32],"we":[33,156],"probe":[34],"the":[35,48,64,135,163,173,184],"underlying":[36],"vision":[37],"of":[38,67,128,143,167,175,179,186],"formalizing":[39],"an":[42,95],"emerging":[43],"format":[45],"review":[47],"recent":[49],"advance":[50],"in":[51,69,91,177],"applying":[52],"AI":[53,120,144,176],"techniques":[54],"visualization":[56,61,75,110,122,136,168],"(AI4VIS).":[58],"We":[59,80,124,182],"define":[60],"digital":[65],"representations":[66],"computers":[70],"focus":[72],"on":[73],"(e.g.,":[76],"charts":[77],"infographics).":[79],"build":[81],"our":[82,153],"survey":[83],"upon":[84,152],"corpus":[86],"spanning":[87],"ten":[88],"different":[89],"fields":[90],"computer":[92],"science":[93],"eye":[96],"toward":[97],"identifying":[98],"important":[99,159],"common":[100,129],"interests.":[101],"Our":[102],"resulting":[103],"taxonomy":[104],"is":[105,109],"organized":[106],"around":[107],"WHAT":[108],"its":[113],"representation,":[114],"WHY":[115],"HOW":[117],"apply":[119,133],"data.":[123],"highlight":[125],"set":[127],"tasks":[130],"that":[131],"researchers":[132],"present":[139],"detailed":[141],"discussion":[142],"approaches":[145],"developed":[146],"accomplish":[148],"those":[149,180],"tasks.":[150],"Drawing":[151],"literature":[154],"review,":[155],"discuss":[157],"several":[158],"research":[160],"questions":[161],"surrounding":[162],"management":[164],"exploitation":[166],"data,":[169],"well":[171],"role":[174],"support":[178],"processes.":[181],"make":[183],"list":[185],"surveyed":[187],"papers":[188],"related":[190],"material":[191],"available":[192],"online":[193],"at.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":44},{"year":2024,"cited_by_count":50},{"year":2023,"cited_by_count":38},{"year":2022,"cited_by_count":26},{"year":2021,"cited_by_count":10}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}