{"id":"https://openalex.org/W2792295420","doi":"https://doi.org/10.1109/access.2018.2815030","title":"A Survey of Scholarly Data Visualization","display_name":"A Survey of Scholarly Data Visualization","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2792295420","doi":"https://doi.org/10.1109/access.2018.2815030","mag":"2792295420"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2815030","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2815030","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8274985/08314667.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8274985/08314667.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100606562","display_name":"Jiaying Liu","orcid":"https://orcid.org/0000-0001-9090-6305"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaying Liu","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020651408","display_name":"Tao Tang","orcid":"https://orcid.org/0000-0001-7356-7196"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Tang","raw_affiliation_strings":["Chengdu College, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chengdu College, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391896","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-1717-5785"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022604762","display_name":"Bo Xu","orcid":"https://orcid.org/0000-0003-4135-0683"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Xu","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030323127","display_name":"Xiangjie Kong","orcid":"https://orcid.org/0000-0003-2698-3319"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangjie Kong","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-2698-3319","affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089615958","display_name":"Feng Xia","orcid":"https://orcid.org/0000-0002-8324-1859"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Xia","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-8324-1859","affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.3294,"has_fulltext":true,"cited_by_count":72,"citation_normalized_percentile":{"value":0.94424073,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"19205","last_page":"19221"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9599000215530396,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7953229546546936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.787158727645874},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7227286696434021},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.685570240020752},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6494008302688599},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.6355319619178772},{"id":"https://openalex.org/keywords/multitude","display_name":"Multitude","score":0.4851144552230835},{"id":"https://openalex.org/keywords/digital-data","display_name":"Digital data","score":0.43272414803504944},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40295088291168213},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.39514124393463135},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30710816383361816}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7953229546546936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.787158727645874},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7227286696434021},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.685570240020752},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6494008302688599},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.6355319619178772},{"id":"https://openalex.org/C2780565519","wikidata":"https://www.wikidata.org/wiki/Q1208937","display_name":"Multitude","level":2,"score":0.4851144552230835},{"id":"https://openalex.org/C2778864079","wikidata":"https://www.wikidata.org/wiki/Q173285","display_name":"Digital data","level":3,"score":0.43272414803504944},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40295088291168213},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.39514124393463135},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30710816383361816},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2815030","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2815030","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8274985/08314667.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3f90ebe1718047ec85da606bd8ba84f4","is_oa":true,"landing_page_url":"https://doaj.org/article/3f90ebe1718047ec85da606bd8ba84f4","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":"IEEE Access, Vol 6, Pp 19205-19221 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2815030","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2815030","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8274985/08314667.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2792295420.pdf","grobid_xml":"https://content.openalex.org/works/W2792295420.grobid-xml"},"referenced_works_count":84,"referenced_works":["https://openalex.org/W58954717","https://openalex.org/W650294878","https://openalex.org/W1498135968","https://openalex.org/W1559499673","https://openalex.org/W1593457056","https://openalex.org/W1810028515","https://openalex.org/W1899382931","https://openalex.org/W1928454594","https://openalex.org/W1932742904","https://openalex.org/W1965851398","https://openalex.org/W1971788485","https://openalex.org/W1975107573","https://openalex.org/W1981791873","https://openalex.org/W1996076164","https://openalex.org/W1998467524","https://openalex.org/W2022322548","https://openalex.org/W2025035988","https://openalex.org/W2028695285","https://openalex.org/W2029088861","https://openalex.org/W2040217811","https://openalex.org/W2042014073","https://openalex.org/W2042958653","https://openalex.org/W2043976122","https://openalex.org/W2044986591","https://openalex.org/W2050016780","https://openalex.org/W2059163840","https://openalex.org/W2081617138","https://openalex.org/W2084745915","https://openalex.org/W2086719521","https://openalex.org/W2089135500","https://openalex.org/W2096674001","https://openalex.org/W2104616115","https://openalex.org/W2119674775","https://openalex.org/W2123455699","https://openalex.org/W2135200240","https://openalex.org/W2135415614","https://openalex.org/W2140871574","https://openalex.org/W2142944882","https://openalex.org/W2148204985","https://openalex.org/W2148606196","https://openalex.org/W2149085946","https://openalex.org/W2150930945","https://openalex.org/W2151530263","https://openalex.org/W2159201721","https://openalex.org/W2296548338","https://openalex.org/W2300855701","https://openalex.org/W2398611073","https://openalex.org/W2398626688","https://openalex.org/W2417417885","https://openalex.org/W2478084619","https://openalex.org/W2517070929","https://openalex.org/W2520712330","https://openalex.org/W2527276559","https://openalex.org/W2557517619","https://openalex.org/W2570427954","https://openalex.org/W2585789546","https://openalex.org/W2589264714","https://openalex.org/W2592084954","https://openalex.org/W2598595447","https://openalex.org/W2604960487","https://openalex.org/W2605839703","https://openalex.org/W2611037613","https://openalex.org/W2612113000","https://openalex.org/W2612741280","https://openalex.org/W2612766963","https://openalex.org/W2612978706","https://openalex.org/W2614046775","https://openalex.org/W2620014517","https://openalex.org/W2679850021","https://openalex.org/W2725915207","https://openalex.org/W2736801446","https://openalex.org/W2750322552","https://openalex.org/W3216015027","https://openalex.org/W4238591974","https://openalex.org/W4244411353","https://openalex.org/W4298342938","https://openalex.org/W4301030907","https://openalex.org/W6602386277","https://openalex.org/W6633305578","https://openalex.org/W6657519896","https://openalex.org/W6663213390","https://openalex.org/W6712465696","https://openalex.org/W6741255754","https://openalex.org/W6959609922"],"related_works":["https://openalex.org/W3010975807","https://openalex.org/W2027333138","https://openalex.org/W3185027765","https://openalex.org/W2096373083","https://openalex.org/W2105200106","https://openalex.org/W2151530263","https://openalex.org/W2104025928","https://openalex.org/W1574055964","https://openalex.org/W2295030662","https://openalex.org/W3009051979"],"abstract_inverted_index":{"Scholarly":[0],"information":[1],"usually":[2],"contains":[3],"millions":[4],"of":[5,22,64,87,96,111,139],"raw":[6],"data,":[7],"such":[8],"as":[9,13,15,103,105,131,133],"authors,":[10],"papers,":[11],"citations,":[12],"well":[14,104,132],"scholarly":[16,46,65,88,113,128],"networks.":[17],"With":[18],"the":[19,23,32,62,73,81,85,108],"rapid":[20],"growth":[21],"digital":[24],"publishing":[25],"and":[26,49,68,84,126],"harvesting,":[27],"how":[28],"to":[29,55,60,120],"visually":[30],"present":[31],"data":[33,47,66,98,129],"efficiently":[34],"becomes":[35],"challenging.":[36],"Nowadays,":[37],"various":[38],"visualization":[39,48,99],"techniques":[40],"can":[41],"be":[42],"easily":[43],"applied":[44],"on":[45],"visual":[50],"analysis,":[51],"which":[52],"enables":[53],"scientists":[54],"have":[56],"a":[57,93,137],"better":[58],"way":[59],"represent":[61],"structure":[63],"sets":[67],"reveal":[69],"hidden":[70],"patterns":[71],"in":[72],"data.":[74,89,114],"In":[75],"this":[76],"paper,":[77],"we":[78,91],"first":[79],"introduce":[80],"basic":[82],"concepts":[83],"collection":[86],"Then,":[90],"provide":[92],"comprehensive":[94],"overview":[95],"related":[97],"tools,":[100],"existing":[101],"techniques,":[102,134],"systems":[106],"for":[107,124],"analyzing":[109],"volumes":[110],"diverse":[112],"Finally,":[115],"open":[116],"issues":[117],"are":[118],"discussed":[119],"pursue":[121],"new":[122],"solutions":[123],"abundant":[125],"complicated":[127],"visualization,":[130],"that":[135],"support":[136],"multitude":[138],"facets.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}