{"id":"https://openalex.org/W2135586389","doi":"https://doi.org/10.1007/s13218-012-0177-4","title":"Visual Analytics for Understanding Spatial Situations from Episodic Movement Data","display_name":"Visual Analytics for Understanding Spatial Situations from Episodic Movement Data","publication_year":2012,"publication_date":"2012-03-13","ids":{"openalex":"https://openalex.org/W2135586389","doi":"https://doi.org/10.1007/s13218-012-0177-4","mag":"2135586389"},"language":"en","primary_location":{"id":"doi:10.1007/s13218-012-0177-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13218-012-0177-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306517913","display_name":"K&uuml;nstliche Intell.","issn_l":"0933-1875","issn":["0933-1875","1610-1987"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"KI - K\u00fcnstliche Intelligenz","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://publica.fraunhofer.de/documents/N-225090.html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057538550","display_name":"Natalia Andrienko","orcid":"https://orcid.org/0000-0003-3313-1560"},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Natalia Andrienko","raw_affiliation_strings":["Fraunhofer Institute IAIS (Intelligent Analysis and Information Systems), Schloss Birlinghoven, 53754, Sankt Augustin, Germany","Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute IAIS (Intelligent Analysis and Information Systems), Schloss Birlinghoven, 53754, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]},{"raw_affiliation_string":"Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022699013","display_name":"Gennady Andrienko","orcid":"https://orcid.org/0000-0002-8574-6295"},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Gennady Andrienko","raw_affiliation_strings":["Fraunhofer Institute IAIS (Intelligent Analysis and Information Systems), Schloss Birlinghoven, 53754, Sankt Augustin, Germany","Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute IAIS (Intelligent Analysis and Information Systems), Schloss Birlinghoven, 53754, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]},{"raw_affiliation_string":"Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007176252","display_name":"Hendrik Stange","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hendrik Stange","raw_affiliation_strings":["Fraunhofer Institute IAIS (Intelligent Analysis and Information Systems), Schloss Birlinghoven, 53754, Sankt Augustin, Germany","Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute IAIS (Intelligent Analysis and Information Systems), Schloss Birlinghoven, 53754, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]},{"raw_affiliation_string":"Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027191588","display_name":"Thomas Liebig","orcid":"https://orcid.org/0000-0002-9841-1101"},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Liebig","raw_affiliation_strings":["Fraunhofer Institute IAIS (Intelligent Analysis and Information Systems), Schloss Birlinghoven, 53754, Sankt Augustin, Germany","Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute IAIS (Intelligent Analysis and Information Systems), Schloss Birlinghoven, 53754, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]},{"raw_affiliation_string":"Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072500091","display_name":"Dirk Hecker","orcid":"https://orcid.org/0000-0002-4742-6266"},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Hecker","raw_affiliation_strings":["Fraunhofer Institute IAIS (Intelligent Analysis and Information Systems), Schloss Birlinghoven, 53754, Sankt Augustin, Germany","Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute IAIS (Intelligent Analysis and Information Systems), Schloss Birlinghoven, 53754, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]},{"raw_affiliation_string":"Fraunhofer Institute IAIS - Intelligent Analysis and Information Systems, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5022699013"],"corresponding_institution_ids":["https://openalex.org/I4210144576"],"apc_list":null,"apc_paid":null,"fwci":11.4242,"has_fulltext":false,"cited_by_count":76,"citation_normalized_percentile":{"value":0.98799335,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"26","issue":"3","first_page":"241","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9991999864578247,"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":0.9991999864578247,"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/T11106","display_name":"Data Management and Algorithms","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7049472332000732},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7033151388168335},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.575722873210907},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.5481860041618347},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4695482850074768},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.4690799117088318},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4275178611278534},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.41924944519996643},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35140126943588257},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33607417345046997},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.282536119222641}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7049472332000732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7033151388168335},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.575722873210907},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.5481860041618347},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4695482850074768},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.4690799117088318},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4275178611278534},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.41924944519996643},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35140126943588257},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33607417345046997},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.282536119222641},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s13218-012-0177-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13218-012-0177-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306517913","display_name":"K&uuml;nstliche Intell.","issn_l":"0933-1875","issn":["0933-1875","1610-1987"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"KI - K\u00fcnstliche Intelligenz","raw_type":"journal-article"},{"id":"pmh:oai:openaccess.city.ac.uk:13256","is_oa":false,"landing_page_url":"https://openaccess.city.ac.uk/view/creators_id/natalia=2Eandrienko=2E1.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4306401940","display_name":"City Research Online (City University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I180825142","host_organization_name":"City, University of London","host_organization_lineage":["https://openalex.org/I180825142"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.475.3834","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.475.3834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://geoanalytics.net/and/papers/ki12.pdf","raw_type":"text"},{"id":"pmh:oai:fraunhofer.de:N-225090","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-225090.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IAIS","raw_type":"Journal Article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/230257","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/230257","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"journal article"}],"best_oa_location":{"id":"pmh:oai:fraunhofer.de:N-225090","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-225090.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IAIS","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W73405584","https://openalex.org/W1502051944","https://openalex.org/W1540101265","https://openalex.org/W1593641494","https://openalex.org/W1737853022","https://openalex.org/W1870353999","https://openalex.org/W2017767972","https://openalex.org/W2129449371","https://openalex.org/W2129449798","https://openalex.org/W2133946031","https://openalex.org/W2134312057","https://openalex.org/W2138588147","https://openalex.org/W2141115795","https://openalex.org/W2153553545","https://openalex.org/W2166279335","https://openalex.org/W3209890397","https://openalex.org/W4236252234","https://openalex.org/W4236877653"],"related_works":["https://openalex.org/W1558485007","https://openalex.org/W3127482518","https://openalex.org/W2067923524","https://openalex.org/W3004497735","https://openalex.org/W1873226627","https://openalex.org/W2911982569","https://openalex.org/W2138646726","https://openalex.org/W4302879739","https://openalex.org/W2585748556","https://openalex.org/W4210310791"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":7}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
