{"id":"https://openalex.org/W2888207115","doi":"https://doi.org/10.1109/tvcg.2018.2865049","title":"MotionRugs: Visualizing Collective Trends in Space and Time","display_name":"MotionRugs: Visualizing Collective Trends in Space and Time","publication_year":2018,"publication_date":"2018-08-20","ids":{"openalex":"https://openalex.org/W2888207115","doi":"https://doi.org/10.1109/tvcg.2018.2865049","mag":"2888207115","pmid":"https://pubmed.ncbi.nlm.nih.gov/30136979"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2018.2865049","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2018.2865049","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5071098711","display_name":"Juri Buchm\u00fcller","orcid":"https://orcid.org/0000-0002-4713-911X"},"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":"Juri Buchmuller","raw_affiliation_strings":["Universitat Konstanz, Konstanz, Baden-W\u00c3\u00bcrttemberg, DE","Universitat Konstanz, Konstanz, Baden-W\u00fcrttemberg, DE"],"affiliations":[{"raw_affiliation_string":"Universitat Konstanz, Konstanz, Baden-W\u00c3\u00bcrttemberg, DE","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"Universitat Konstanz, Konstanz, Baden-W\u00fcrttemberg, DE","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079507712","display_name":"Dominik J\u00e4ckle","orcid":"https://orcid.org/0000-0002-4018-4460"},"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":"Dominik Jackle","raw_affiliation_strings":["Universitat Konstanz, Konstanz, Baden-W\u00c3\u00bcrttemberg, DE","Universitat Konstanz, Konstanz, Baden-W\u00fcrttemberg, DE"],"affiliations":[{"raw_affiliation_string":"Universitat Konstanz, Konstanz, Baden-W\u00c3\u00bcrttemberg, DE","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"Universitat Konstanz, Konstanz, Baden-W\u00fcrttemberg, DE","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065218054","display_name":"Eren Cakmak","orcid":"https://orcid.org/0000-0002-1812-2271"},"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":"Eren Cakmak","raw_affiliation_strings":["Universitat Konstanz, Konstanz, Baden-W\u00c3\u00bcrttemberg, DE","Universitat Konstanz, Konstanz, Baden-W\u00fcrttemberg, DE"],"affiliations":[{"raw_affiliation_string":"Universitat Konstanz, Konstanz, Baden-W\u00c3\u00bcrttemberg, DE","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"Universitat Konstanz, Konstanz, Baden-W\u00fcrttemberg, DE","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003377833","display_name":"Ulrik Brandes","orcid":"https://orcid.org/0000-0002-1520-0430"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I2799323385","display_name":"Board of the Swiss Federal Institutes of Technology","ror":"https://ror.org/01rvn4p91","country_code":"CH","type":"government","lineage":["https://openalex.org/I2799323385"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ulrik Brandes","raw_affiliation_strings":["Eidgenossische Technische Hochschule Zurich, Zurich, ZH, CH"],"affiliations":[{"raw_affiliation_string":"Eidgenossische Technische Hochschule Zurich, Zurich, ZH, CH","institution_ids":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}]},{"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":["Universitat Konstanz, Konstanz, Baden-W\u00c3\u00bcrttemberg, DE","Universitat Konstanz, Konstanz, Baden-W\u00fcrttemberg, DE"],"affiliations":[{"raw_affiliation_string":"Universitat Konstanz, Konstanz, Baden-W\u00c3\u00bcrttemberg, DE","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"Universitat Konstanz, Konstanz, Baden-W\u00fcrttemberg, DE","institution_ids":["https://openalex.org/I189712700"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071098711"],"corresponding_institution_ids":["https://openalex.org/I189712700"],"apc_list":null,"apc_paid":null,"fwci":2.4464,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.92202048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"25","issue":"1","first_page":"76","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9836999773979187,"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6656975746154785},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.6280267238616943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6219139099121094},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.6175200343132019},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.6007527709007263},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.48307111859321594},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.47105714678764343},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.445990651845932},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3889414072036743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.384348064661026},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.1283334195613861},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11780327558517456},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11479520797729492}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6656975746154785},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.6280267238616943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6219139099121094},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.6175200343132019},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6007527709007263},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.48307111859321594},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.47105714678764343},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.445990651845932},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3889414072036743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.384348064661026},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.1283334195613861},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11780327558517456},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11479520797729492},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2018.2865049","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2018.2865049","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:30136979","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30136979","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/43154","is_oa":false,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-14jwfwf2b79nz2","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":"IEEE Transactions on Visualization and Computer Graphics ; 25 (2019), 1. - S. 76-86. - ISSN 1077-2626. - eISSN 1941-0506","raw_type":"doc-type:article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W2999123","https://openalex.org/W302995030","https://openalex.org/W589337778","https://openalex.org/W1487815840","https://openalex.org/W1490039277","https://openalex.org/W1527768716","https://openalex.org/W1533886078","https://openalex.org/W1540076816","https://openalex.org/W1597510378","https://openalex.org/W1870538541","https://openalex.org/W1980799317","https://openalex.org/W1990678141","https://openalex.org/W1994590902","https://openalex.org/W2008196645","https://openalex.org/W2009664208","https://openalex.org/W2015190123","https://openalex.org/W2019966888","https://openalex.org/W2027441589","https://openalex.org/W2050753795","https://openalex.org/W2058878000","https://openalex.org/W2067686570","https://openalex.org/W2068743951","https://openalex.org/W2072605585","https://openalex.org/W2074954154","https://openalex.org/W2077385168","https://openalex.org/W2079647943","https://openalex.org/W2082171763","https://openalex.org/W2104988920","https://openalex.org/W2106268337","https://openalex.org/W2107993771","https://openalex.org/W2108230739","https://openalex.org/W2110220115","https://openalex.org/W2114566476","https://openalex.org/W2116856566","https://openalex.org/W2118269922","https://openalex.org/W2120422643","https://openalex.org/W2127976008","https://openalex.org/W2129449798","https://openalex.org/W2140381488","https://openalex.org/W2142499637","https://openalex.org/W2146279766","https://openalex.org/W2150794573","https://openalex.org/W2151135734","https://openalex.org/W2153940791","https://openalex.org/W2161485904","https://openalex.org/W2161587450","https://openalex.org/W2165558283","https://openalex.org/W2340365916","https://openalex.org/W2341937654","https://openalex.org/W2342883349","https://openalex.org/W2471720700","https://openalex.org/W2610881169","https://openalex.org/W2769954494","https://openalex.org/W2967057359","https://openalex.org/W3150257885","https://openalex.org/W4210813334","https://openalex.org/W4235931394","https://openalex.org/W4239181501","https://openalex.org/W4301026750","https://openalex.org/W6610848595","https://openalex.org/W6704181020"],"related_works":["https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W4294093918","https://openalex.org/W4240853094","https://openalex.org/W2810496283","https://openalex.org/W2170656329","https://openalex.org/W3131977017","https://openalex.org/W3205823858"],"abstract_inverted_index":{"Understanding":[0],"the":[1,57,62,92,105,117,138,144,159],"movement":[2,44],"patterns":[3],"of":[4,9,52,54,64,82,104,116,119,140,146,155,161],"collectives,":[5],"such":[6],"as":[7],"flocks":[8],"birds":[10],"or":[11,27],"fish":[12,147],"swarms,":[13],"is":[14,46],"an":[15,112],"interesting":[16],"open":[17],"research":[18],"question.":[19],"The":[20,39],"collectives":[21],"are":[22],"driven":[23],"by":[24],"mutual":[25],"objectives":[26],"react":[28],"to":[29,47,60,99,128],"individual":[30,106],"direction":[31],"changes":[32],"and":[33,37,50,124,131,150],"external":[34],"influence":[35],"factors":[36],"stimuli.":[38],"challenge":[40],"in":[41,95,143],"visualizing":[42,79],"collective":[43,162],"data":[45],"show":[48],"space":[49,75],"time":[51,59,97,123],"hundreds":[53],"movements":[55,121],"at":[56],"same":[58],"enable":[61],"detection":[63],"spatiotemporal":[65],"patterns.":[66,135],"In":[67],"this":[68],"paper,":[69],"we":[70],"propose":[71],"MotionRugs,":[72],"a":[73,100],"novel":[74],"efficient":[76],"technique":[77],"for":[78],"moving":[80],"groups":[81],"entities.":[83,107],"Building":[84],"upon":[85],"established":[86],"space-partitioning":[87],"strategies,":[88],"our":[89,141],"approach":[90,142],"reduces":[91],"spatial":[93],"dimensions":[94],"each":[96],"step":[98],"one-dimensional":[101],"ordered":[102],"representation":[103],"By":[108],"design,":[109],"MotionRugs":[110],"provides":[111],"overlap-free,":[113],"compact":[114],"overview":[115],"development":[118],"group":[120],"over":[122],"thus,":[125],"enables":[126],"analysts":[127],"visually":[129],"identify":[130],"explore":[132],"group-specific":[133],"temporal":[134],"We":[136],"demonstrate":[137],"usefulness":[139],"field":[145,160],"swarm":[148],"analysis":[149],"report":[151],"on":[152],"initial":[153],"feedback":[154],"domain":[156],"experts":[157],"from":[158],"behavior.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
