{"id":"https://openalex.org/W4233932638","doi":"https://doi.org/10.1109/wsc.2012.6465208","title":"Toward the role of interaction in Visual Analytics","display_name":"Toward the role of interaction in Visual Analytics","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W4233932638","doi":"https://doi.org/10.1109/wsc.2012.6465208"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2012.6465208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2012.6465208","pdf_url":null,"source":{"id":"https://openalex.org/S4363608782","display_name":"Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC)","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/A5006966951","display_name":"Andreas Kerren","orcid":"https://orcid.org/0000-0002-0519-2537"},"institutions":[{"id":"https://openalex.org/I223464139","display_name":"Linnaeus University","ror":"https://ror.org/00j9qag85","country_code":"SE","type":"education","lineage":["https://openalex.org/I223464139"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Andreas Kerren","raw_affiliation_strings":["School of Computer Science, Physics and Mathematics, Linnaeus University, Vaxjo, Sweden"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Physics and Mathematics, Linnaeus University, Vaxjo, Sweden","institution_ids":["https://openalex.org/I223464139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003441276","display_name":"Falk Schreiber","orcid":"https://orcid.org/0000-0002-9307-3254"},"institutions":[{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]},{"id":"https://openalex.org/I4210127902","display_name":"Leibniz Institute of Plant Genetics and Crop Plant Research","ror":"https://ror.org/02skbsp27","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210127902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Falk Schreiber","raw_affiliation_strings":["IPK Gatersleben, Gatersleben, Germany","Martin Luther University of Halle-Wittenberg, Halle, Germany"],"affiliations":[{"raw_affiliation_string":"IPK Gatersleben, Gatersleben, Germany","institution_ids":["https://openalex.org/I4210127902"]},{"raw_affiliation_string":"Martin Luther University of Halle-Wittenberg, Halle, Germany","institution_ids":["https://openalex.org/I68956291"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006966951"],"corresponding_institution_ids":["https://openalex.org/I223464139"],"apc_list":null,"apc_paid":null,"fwci":3.4546,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.9544688,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9812999963760376,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9535999894142151,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.9146322011947632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8110640048980713},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.7712519764900208},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6425665616989136},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6407963037490845},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.5913971662521362},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5485967397689819},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5287135243415833},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5070371627807617},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.49787092208862305},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4779776930809021},{"id":"https://openalex.org/keywords/visual-modeling","display_name":"Visual modeling","score":0.4545010030269623},{"id":"https://openalex.org/keywords/visual-reasoning","display_name":"Visual reasoning","score":0.4303790330886841},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4190123975276947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29568713903427124},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.2638288736343384},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1658516824245453},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0796581506729126}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.9146322011947632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8110640048980713},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.7712519764900208},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6425665616989136},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6407963037490845},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.5913971662521362},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5485967397689819},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5287135243415833},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5070371627807617},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.49787092208862305},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4779776930809021},{"id":"https://openalex.org/C2780330621","wikidata":"https://www.wikidata.org/wiki/Q7936609","display_name":"Visual modeling","level":4,"score":0.4545010030269623},{"id":"https://openalex.org/C2777508537","wikidata":"https://www.wikidata.org/wiki/Q7936620","display_name":"Visual reasoning","level":2,"score":0.4303790330886841},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4190123975276947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29568713903427124},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.2638288736343384},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1658516824245453},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0796581506729126},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C145644426","wikidata":"https://www.wikidata.org/wiki/Q169411","display_name":"Unified Modeling Language","level":3,"score":0.0},{"id":"https://openalex.org/C167379230","wikidata":"https://www.wikidata.org/wiki/Q1026884","display_name":"Semantic Web Stack","level":3,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/wsc.2012.6465208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2012.6465208","pdf_url":null,"source":{"id":"https://openalex.org/S4363608782","display_name":"Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.278.5633","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.278.5633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cs.lnu.se/isovis/pubs/docs/inv133.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.416.7061","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.416.7061","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informs-sim.org/wsc12papers/includes/files/inv133.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W52809394","https://openalex.org/W97081934","https://openalex.org/W190590157","https://openalex.org/W653950636","https://openalex.org/W1516293359","https://openalex.org/W1552271991","https://openalex.org/W1816695033","https://openalex.org/W1984849380","https://openalex.org/W2023098599","https://openalex.org/W2024797223","https://openalex.org/W2043498719","https://openalex.org/W2047257058","https://openalex.org/W2050423447","https://openalex.org/W2062245653","https://openalex.org/W2069157810","https://openalex.org/W2080056257","https://openalex.org/W2095848001","https://openalex.org/W2103963076","https://openalex.org/W2126465433","https://openalex.org/W2138199375","https://openalex.org/W2141115795","https://openalex.org/W2146384526","https://openalex.org/W2160248492","https://openalex.org/W2161133721","https://openalex.org/W2169804422","https://openalex.org/W2294316503","https://openalex.org/W2527276559","https://openalex.org/W4210992745","https://openalex.org/W4237971698","https://openalex.org/W4239741347","https://openalex.org/W4247570257","https://openalex.org/W4292925390","https://openalex.org/W6683974298","https://openalex.org/W6685124837","https://openalex.org/W6959845138"],"related_works":["https://openalex.org/W2148525144","https://openalex.org/W1813318416","https://openalex.org/W2013698423","https://openalex.org/W3213842882","https://openalex.org/W2788844524","https://openalex.org/W4233932638","https://openalex.org/W4281490671","https://openalex.org/W2026971181","https://openalex.org/W2103159878","https://openalex.org/W2090687959"],"abstract_inverted_index":{"This":[0,17,65],"paper":[1],"firstly":[2],"provides":[3],"a":[4,51],"general":[5],"introduction":[6],"in":[7,86,92,123],"the":[8,22,79,93,97,109,116,121,124],"most":[9],"important":[10],"aspects":[11],"and":[12,28,34,46,74,82,114,118],"ideas":[13],"of":[14,25,67,96,102,105,111,120],"Visual":[15,62,106],"Analytics.":[16],"multidisciplinary":[18],"field":[19],"focuses":[20],"on":[21],"analytical":[23],"reasoning":[24],"typically":[26],"large":[27],"complex":[29],"(often":[30],"heterogeneous)":[31],"data":[32],"sets":[33],"combines":[35],"techniques":[36,69],"from":[37,108],"interactive":[38],"visualizations":[39],"with":[40],"computational":[41],"analysis":[42,76,125],"methods.":[43],"Hereby,":[44],"intuitive":[45],"efficient":[47],"user":[48],"interactions":[49],"are":[50],"fundamental":[52],"component":[53],"which":[54,89],"has":[55],"to":[56],"be":[57,84],"efficiently":[58],"supported":[59],"by":[60],"any":[61],"Analytics":[63,107],"system.":[64],"integration":[66],"interaction":[68],"into":[70],"both":[71],"visual":[72],"representations":[73],"automatic":[75],"methods":[77],"supports":[78],"human-information":[80],"discourse":[81],"can":[83],"realized":[85],"various":[87],"ways":[88],"is":[90],"discussed":[91],"second":[94],"part":[95],"paper.":[98],"We":[99],"give":[100],"examples":[101],"possible":[103],"applications":[104],"domain":[110],"biological":[112],"simulations":[113],"highlight":[115],"importance":[117],"role":[119],"human":[122],"loop.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}