{"id":"https://openalex.org/W2018214770","doi":"https://doi.org/10.1109/vast.2014.7042537","title":"Using visual analytics to support decision making to solve the Kronos incident (VAST challenge 2014)","display_name":"Using visual analytics to support decision making to solve the Kronos incident (VAST challenge 2014)","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2018214770","doi":"https://doi.org/10.1109/vast.2014.7042537","mag":"2018214770"},"language":"en","primary_location":{"id":"doi:10.1109/vast.2014.7042537","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2014.7042537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Conference on Visual Analytics Science and Technology (VAST)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/1d32f46d-58bd-4987-9676-379b5b4be3af/content","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002279044","display_name":"Fabian Fischer","orcid":"https://orcid.org/0009-0003-1761-2601"},"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":true,"raw_author_name":"Fabian Fischer","raw_affiliation_strings":["Data Analysis and Visualization Group, University of Konstanz, Germany","Data Analysis & Visualization Group, University of Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"Data Analysis and Visualization Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"Data Analysis & Visualization Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062766883","display_name":"Florian Stoffel","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":"Florian Stoffel","raw_affiliation_strings":["Data Analysis and Visualization Group, University of Konstanz, Germany","Data Analysis & Visualization Group, University of Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"Data Analysis and Visualization Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"Data Analysis & Visualization Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081290775","display_name":"Sebastian Mittelst\u00e4dt","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":"Sebastian Mittelstadt","raw_affiliation_strings":["Data Analysis and Visualization Group, University of Konstanz, Germany","Data Analysis & Visualization Group, University of Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"Data Analysis and Visualization Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"Data Analysis & Visualization Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016219620","display_name":"Tobias Schreck","orcid":"https://orcid.org/0000-0003-0778-8665"},"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":"Tobias Schreck","raw_affiliation_strings":["Data Analysis and Visualization Group, University of Konstanz, Germany","Data Analysis & Visualization Group, University of Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"Data Analysis and Visualization Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"Data Analysis & Visualization Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073919282","display_name":"Daniel A. Keim","orcid":"https://orcid.org/0000-0001-7966-9740"},"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":"Daniel A. Keim","raw_affiliation_strings":["Data Analysis and Visualization Group, University of Konstanz, Germany","Data Analysis & Visualization Group, University of Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"Data Analysis and Visualization Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"Data Analysis & Visualization Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002279044"],"corresponding_institution_ids":["https://openalex.org/I189712700"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08953662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"301","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9682999849319458,"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":0.9610999822616577,"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":0.7983478903770447},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.7442308664321899},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7372398376464844},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6940973997116089},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6334713697433472},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.4816109538078308},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.46140921115875244},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.457963764667511},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4347286820411682},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42267125844955444},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.36867356300354004},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.3541826009750366},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26487407088279724},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15957006812095642},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.12706363201141357}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7983478903770447},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.7442308664321899},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7372398376464844},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6940973997116089},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6334713697433472},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.4816109538078308},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.46140921115875244},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.457963764667511},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4347286820411682},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42267125844955444},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.36867356300354004},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.3541826009750366},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26487407088279724},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15957006812095642},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.12706363201141357},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/vast.2014.7042537","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2014.7042537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Conference on Visual Analytics Science and Technology (VAST)","raw_type":"proceedings-article"},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/30123","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-0-282560","pdf_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/1d32f46d-58bd-4987-9676-379b5b4be3af/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":"MIN CHEN ..., ,  ed.. 2014 IEEE Conference on Visual Analytics Science and Technology (VAST) : Proceedings ; Paris, France, 9-14 October 2014. Piscataway, NJ: IEEE, 2014, pp. 301-302. ISBN 978-1-4799-6227-3. Available under: doi: 10.1109/VAST.2014.7042537","raw_type":"doc-type:Text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.691.5147","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.691.5147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bib.dbvis.de/uploadedFiles/ukonfischergc.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:kops.uni-konstanz.de:123456789/30123","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-0-282560","pdf_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/1d32f46d-58bd-4987-9676-379b5b4be3af/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":"MIN CHEN ..., ,  ed.. 2014 IEEE Conference on Visual Analytics Science and Technology (VAST) : Proceedings ; Paris, France, 9-14 October 2014. Piscataway, NJ: IEEE, 2014, pp. 301-302. ISBN 978-1-4799-6227-3. Available under: doi: 10.1109/VAST.2014.7042537","raw_type":"doc-type:Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2018214770.pdf","grobid_xml":"https://content.openalex.org/works/W2018214770.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2158473218"],"related_works":["https://openalex.org/W2518957967","https://openalex.org/W2153940791","https://openalex.org/W3037487054","https://openalex.org/W2138646726","https://openalex.org/W2186165905","https://openalex.org/W3037164970","https://openalex.org/W3081898781","https://openalex.org/W3081541487","https://openalex.org/W306541146","https://openalex.org/W2413477332"],"abstract_inverted_index":{"Gaining":[0],"insights":[1],"from":[2],"different":[3],"heterogeneous":[4,56],"data":[5,21,57,75],"sources":[6],"is":[7],"one":[8],"of":[9,20,40],"the":[10,38,72],"biggest":[11],"challenges":[12],"in":[13,85],"decision":[14],"making":[15],"support.":[16],"The":[17],"large":[18],"volumes":[19],"can":[22,33],"only":[23,34],"be":[24,35],"combined":[25],"by":[26],"sophisticated":[27],"automatic":[28],"methods.":[29],"However,":[30],"unexpected":[31],"patterns":[32],"identified":[36,84],"with":[37],"help":[39],"human":[41],"intuition.":[42],"In":[43],"this":[44],"paper,":[45],"we":[46,83],"present":[47,77],"our":[48,78,86],"visual":[49],"analytics":[50],"work-flows":[51],"and":[52,64,76,80],"tools":[53,70],"to":[54],"process":[55],"such":[58],"as":[59],"social":[60],"networks,":[61],"text":[62],"streams,":[63],"geo-temporal":[65],"data.":[66],"We":[67],"apply":[68],"these":[69],"on":[71],"VAST":[73],"Challenge":[74],"findings":[79],"assumptions":[81],"that":[82],"analysis.":[87]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}