{"id":"https://openalex.org/W2535966294","doi":"https://doi.org/10.1109/tmm.2016.2615400","title":"Guest Editorial: Visual Analytics in Multimedia\u2014Opportunities and Research Challenges","display_name":"Guest Editorial: Visual Analytics in Multimedia\u2014Opportunities and Research Challenges","publication_year":2016,"publication_date":"2016-10-20","ids":{"openalex":"https://openalex.org/W2535966294","doi":"https://doi.org/10.1109/tmm.2016.2615400","mag":"2535966294"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2016.2615400","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2016.2615400","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"},"type":"editorial","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/e4e069c8-ad43-4985-b680-a57cd6ded58a/content","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000474356","display_name":"Nan Cao","orcid":"https://orcid.org/0000-0003-1316-7515"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"N. Cao","raw_affiliation_strings":["Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100645160","display_name":"Yihong Wu","orcid":"https://orcid.org/0000-0002-4905-2501"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Y. Wu","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077712580","display_name":"David Gotz","orcid":"https://orcid.org/0000-0002-6424-7374"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Gotz","raw_affiliation_strings":["University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079994640","display_name":"D. Kiem","orcid":null},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"D. Kiem","raw_affiliation_strings":["University of Konstanz, Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"University of Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101531915","display_name":"Yuanzheng Paul Tan","orcid":"https://orcid.org/0000-0001-5939-3564"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Y.-P. Tan","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000474356"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.3396,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67499876,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"18","issue":"11","first_page":"2133","last_page":"2134"},"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":0.9955999851226807,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.979200005531311,"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/computer-science","display_name":"Computer science","score":0.8421135544776917},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.8214854001998901},{"id":"https://openalex.org/keywords/special-section","display_name":"Special section","score":0.6907361745834351},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6714414954185486},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6306533813476562},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.597880482673645},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.5795022249221802},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5527019500732422},{"id":"https://openalex.org/keywords/section","display_name":"Section (typography)","score":0.5133437514305115},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.46993809938430786},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4380645751953125},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.43635088205337524},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4313696622848511},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.42889177799224854},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40446585416793823},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.254805326461792},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.18782377243041992},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.1716431975364685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0969814658164978},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09498152136802673},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.0688539445400238}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8421135544776917},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.8214854001998901},{"id":"https://openalex.org/C2993458768","wikidata":"https://www.wikidata.org/wiki/Q3477549","display_name":"Special section","level":2,"score":0.6907361745834351},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6714414954185486},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6306533813476562},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.597880482673645},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.5795022249221802},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5527019500732422},{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.5133437514305115},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.46993809938430786},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4380645751953125},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.43635088205337524},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4313696622848511},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.42889177799224854},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40446585416793823},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.254805326461792},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.18782377243041992},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.1716431975364685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0969814658164978},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09498152136802673},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.0688539445400238},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"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/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.0},{"id":"https://openalex.org/C61696701","wikidata":"https://www.wikidata.org/wiki/Q770766","display_name":"Engineering physics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmm.2016.2615400","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2016.2615400","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/37785","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-0-377025","pdf_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/e4e069c8-ad43-4985-b680-a57cd6ded58a/content","source":{"id":"https://openalex.org/S4306401487","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Multimedia. 2016, 18(11), pp. 2133-2134. ISSN 1520-9210. eISSN 1941-0077. Available under: doi: 10.1109/TMM.2016.2615400","raw_type":"doc-type:Text"}],"best_oa_location":{"id":"pmh:oai:kops.uni-konstanz.de:123456789/37785","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-0-377025","pdf_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/e4e069c8-ad43-4985-b680-a57cd6ded58a/content","source":{"id":"https://openalex.org/S4306401487","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Multimedia. 2016, 18(11), pp. 2133-2134. ISSN 1520-9210. eISSN 1941-0077. Available under: doi: 10.1109/TMM.2016.2615400","raw_type":"doc-type:Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320322449","display_name":"Tongji University","ror":"https://ror.org/03rc6as71"},{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"},{"id":"https://openalex.org/F4320326505","display_name":"Universit\u00e4t Konstanz","ror":"https://ror.org/0546hnb39"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2535966294.pdf","grobid_xml":"https://content.openalex.org/works/W2535966294.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2523776954","https://openalex.org/W2523868951","https://openalex.org/W2523872106","https://openalex.org/W2524170164","https://openalex.org/W2524328190","https://openalex.org/W2525006321","https://openalex.org/W2525379936","https://openalex.org/W2525444162","https://openalex.org/W2525706341","https://openalex.org/W2526048015","https://openalex.org/W2526421580","https://openalex.org/W2526774341","https://openalex.org/W2526981417","https://openalex.org/W2527269634","https://openalex.org/W2527327409","https://openalex.org/W2546441927","https://openalex.org/W4247013166"],"related_works":["https://openalex.org/W2167937298","https://openalex.org/W2153940791","https://openalex.org/W2138646726","https://openalex.org/W2018276586","https://openalex.org/W2116412677","https://openalex.org/W2518957967","https://openalex.org/W2744288354","https://openalex.org/W3023517071","https://openalex.org/W2181391231","https://openalex.org/W2229630036"],"abstract_inverted_index":{"The":[0],"ten":[1],"papers":[2],"in":[3],"this":[4],"special":[5],"section":[6],"are":[7],"devoted":[8],"to":[9],"the":[10],"topic":[11],"of":[12,30],"visual":[13],"analytics,":[14],"an":[15],"emerging":[16],"research":[17],"direction":[18],"that":[19],"focuses":[20],"on":[21],"data":[22],"exploration":[23],"and":[24,33],"analysis":[25],"with":[26],"a":[27],"seamless":[28],"integration":[29],"interaction,":[31],"visualization,":[32],"analysis.":[34]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}