{"id":"https://openalex.org/W2161485904","doi":"https://doi.org/10.1177/1473871613477851","title":"Feature-based automatic identification of interesting data segments in group movement data","display_name":"Feature-based automatic identification of interesting data segments in group movement data","publication_year":2013,"publication_date":"2013-04-08","ids":{"openalex":"https://openalex.org/W2161485904","doi":"https://doi.org/10.1177/1473871613477851","mag":"2161485904"},"language":"en","primary_location":{"id":"doi:10.1177/1473871613477851","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1473871613477851","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-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/A5015182248","display_name":"Tatiana von Landesberger","orcid":"https://orcid.org/0000-0002-5279-1444"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tatiana von Landesberger","raw_affiliation_strings":["Interactive-Graphics Systems Group, Technische Universit\u00e4t Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Interactive-Graphics Systems Group, Technische Universit\u00e4t Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051532808","display_name":"Sebastian Bremm","orcid":null},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Bremm","raw_affiliation_strings":["Interactive-Graphics Systems Group, Technische Universit\u00e4t Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Interactive-Graphics Systems Group, Technische Universit\u00e4t Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"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":["Visual Analytics Group, Universit\u00e4t Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"Visual Analytics Group, Universit\u00e4t Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070772234","display_name":"Dieter W. Fellner","orcid":"https://orcid.org/0000-0001-7756-0901"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dieter W Fellner","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany","Interactive-Graphics Systems Group, Technische Universit\u00e4t Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]},{"raw_affiliation_string":"Interactive-Graphics Systems Group, Technische Universit\u00e4t Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015182248"],"corresponding_institution_ids":["https://openalex.org/I31512782"],"apc_list":null,"apc_paid":null,"fwci":2.908,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.91785342,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"13","issue":"3","first_page":"190","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9955000281333923,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9955000281333923,"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":0.9944999814033508,"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"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9923999905586243,"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":0.8048839569091797},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5676508545875549},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5653927326202393},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5599974393844604},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.533532977104187},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5309215188026428},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5231248736381531},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4830511212348938},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47987404465675354},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4695872366428375},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46020621061325073},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.41838592290878296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3763417601585388},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33223870396614075},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11612525582313538}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8048839569091797},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5676508545875549},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5653927326202393},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5599974393844604},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.533532977104187},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5309215188026428},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5231248736381531},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4830511212348938},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47987404465675354},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4695872366428375},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46020621061325073},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.41838592290878296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3763417601585388},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33223870396614075},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11612525582313538},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1177/1473871613477851","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1473871613477851","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.686.6612","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.686.6612","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/geovat2012s.pdf","raw_type":"text"},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/24524","is_oa":false,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-245242","pdf_url":null,"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":"Information Visualization. 2013, 13(3), pp. 190-212. ISSN 1473-8716. eISSN 1473-8724. Available under: doi: 10.1177/1473871613477851","raw_type":"doc-type:Text"},{"id":"pmh:oai:publica.fraunhofer.de:publica/235357","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/235357","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"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:109044","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/109044/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Artikel"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W54673566","https://openalex.org/W570123953","https://openalex.org/W1536091370","https://openalex.org/W1969301519","https://openalex.org/W1971573671","https://openalex.org/W2015378554","https://openalex.org/W2021348813","https://openalex.org/W2021553191","https://openalex.org/W2026472395","https://openalex.org/W2056911178","https://openalex.org/W2060297659","https://openalex.org/W2086961842","https://openalex.org/W2108230739","https://openalex.org/W2117895438","https://openalex.org/W2125775272","https://openalex.org/W2136435231","https://openalex.org/W2136827748","https://openalex.org/W2138250189","https://openalex.org/W2149472792","https://openalex.org/W2492294785","https://openalex.org/W3141164029","https://openalex.org/W4241115065","https://openalex.org/W4251830280","https://openalex.org/W4252325962","https://openalex.org/W4255775921"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3006513224","https://openalex.org/W4390662392","https://openalex.org/W71955863","https://openalex.org/W2359185137","https://openalex.org/W2610918223","https://openalex.org/W2085200861","https://openalex.org/W2789383625","https://openalex.org/W2567300168","https://openalex.org/W1511472911"],"abstract_inverted_index":{"The":[0],"study":[1],"of":[2,12,35,43,49,55,61,69,72,76,96,121,134,142,177],"movement":[3,36,47,78,98,135,152],"data":[4,22,37,79,85,153,171,178,191],"is":[5],"an":[6,50,131],"important":[7],"task":[8],"in":[9,52,102,150,174],"a":[10,62,118],"variety":[11],"domains":[13],"such":[14,165],"as":[15,113,166],"transportation,":[16],"biology,":[17],"or":[18],"finance.":[19],"Often,":[20],"the":[21,41,44,53,59,67,70,143,147,186,194,197],"objects":[23],"are":[24,111],"grouped":[25],"(e.g.":[26],"countries":[27],"by":[28,84],"continents).":[29],"We":[30,129,184],"distinguish":[31],"three":[32],"main":[33],"categories":[34],"analysis,":[38],"based":[39,93],"on":[40,94],"focus":[42],"analysis:":[45],"(a)":[46],"characteristics":[48,99,164],"individual":[51],"context":[54],"its":[56],"group,":[57,64],"(b)":[58],"dynamics":[60],"given":[63],"and":[65,87,123,138,169,196],"(c)":[66],"comparison":[68],"behavior":[71],"multiple":[73],"groups.":[74],"Examination":[75],"group":[77],"can":[80,105,159],"be":[81,106],"effectively":[82],"supported":[83],"analysis":[86,95,136,141],"visualization.":[88],"In":[89],"this":[90,103,156],"respect,":[91],"approaches":[92,110],"derived":[97],"(called":[100],"features":[101,137,144],"article)":[104],"useful.":[107],"However,":[108],"current":[109],"limited":[112],"they":[114],"do":[115],"not":[116],"cover":[117],"broad":[119],"range":[120],"situations":[122],"typically":[124],"require":[125],"manual":[126],"feature":[127],"monitoring.":[128],"present":[130],"enhanced":[132],"set":[133],"add":[139],"automatic":[140],"for":[145],"filtering":[146],"interesting":[148,163],"parts":[149],"large":[151,175],"sets.":[154],"Using":[155],"approach,":[157],"users":[158],"easily":[160],"detect":[161],"new":[162],"outliers,":[167],"trends,":[168],"task-dependent":[170],"patterns":[172],"even":[173],"sets":[176,192],"points":[179],"over":[180],"long":[181],"time":[182],"horizons.":[183],"demonstrate":[185],"usefulness":[187],"with":[188],"two":[189],"real-world":[190],"from":[193],"socioeconomic":[195],"financial":[198],"domains.":[199]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2016-06-24T00:00:00"}