{"id":"https://openalex.org/W2559453621","doi":"https://doi.org/10.1145/3002151.3002152","title":"A visual analytics design for studying crowd movement rhythms from public transportation data","display_name":"A visual analytics design for studying crowd movement rhythms from public transportation data","publication_year":2016,"publication_date":"2016-11-28","ids":{"openalex":"https://openalex.org/W2559453621","doi":"https://doi.org/10.1145/3002151.3002152","mag":"2559453621"},"language":"en","primary_location":{"id":"doi:10.1145/3002151.3002152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3002151.3002152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH ASIA 2016 Symposium on Visualization","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100660205","display_name":"Wei Zeng","orcid":"https://orcid.org/0000-0002-5600-8824"},"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"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Wei Zeng","raw_affiliation_strings":["Future Cities Laboratory, ETH Zurich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Future Cities Laboratory, ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054382056","display_name":"Chi\u2010Wing Fu","orcid":"https://orcid.org/0000-0002-5238-593X"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi-Wing Fu","raw_affiliation_strings":["The Chinese University of Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024427655","display_name":"St\u00e9fan M\u00fcller Arisona","orcid":"https://orcid.org/0000-0002-0448-1011"},"institutions":[{"id":"https://openalex.org/I2972652528","display_name":"FHNW University of Applied Sciences and Arts Northwestern Switzerland","ror":"https://ror.org/04mq2g308","country_code":"CH","type":"education","lineage":["https://openalex.org/I2972652528"]},{"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"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Stefan M\u00fcller Arisona","raw_affiliation_strings":["Future Cities Laboratory, ETH Zurich and University of Applied Sciences and Arts Northwestern Switzerland FHNW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Future Cities Laboratory, ETH Zurich and University of Applied Sciences and Arts Northwestern Switzerland FHNW","institution_ids":["https://openalex.org/I2972652528","https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012788427","display_name":"Simon Schubiger","orcid":"https://orcid.org/0000-0002-6723-6873"},"institutions":[{"id":"https://openalex.org/I2972652528","display_name":"FHNW University of Applied Sciences and Arts Northwestern Switzerland","ror":"https://ror.org/04mq2g308","country_code":"CH","type":"education","lineage":["https://openalex.org/I2972652528"]},{"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"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Simon Schubiger","raw_affiliation_strings":["Future Cities Laboratory, ETH Zurich and University of Applied Sciences and Arts Northwestern Switzerland FHNW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Future Cities Laboratory, ETH Zurich and University of Applied Sciences and Arts Northwestern Switzerland FHNW","institution_ids":["https://openalex.org/I2972652528","https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028969710","display_name":"Remo Burkhard","orcid":"https://orcid.org/0000-0002-4398-8026"},"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"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Remo Burkhard","raw_affiliation_strings":["Future Cities Laboratory, ETH Zurich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Future Cities Laboratory, ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037161857","display_name":"Kwan\u2010Liu Ma","orcid":"https://orcid.org/0000-0001-8086-0366"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kwan-Liu Ma","raw_affiliation_strings":["University of California-Davis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California-Davis","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0269,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80460143,"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":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9994000196456909,"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":0.9986000061035156,"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":0.9905999898910522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/crowds","display_name":"Crowds","score":0.881616473197937},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7611900568008423},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.695006251335144},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6018595695495605},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6009277701377869},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.560326874256134},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.538722038269043},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5289934873580933},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5233644247055054},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5178287625312805},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.5098168253898621},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47212061285972595},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.4676748216152191},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4165094494819641},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4133751690387726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24968767166137695},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1531226634979248},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1074933409690857}],"concepts":[{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.881616473197937},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7611900568008423},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.695006251335144},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6018595695495605},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6009277701377869},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.560326874256134},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.538722038269043},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5289934873580933},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5233644247055054},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5178287625312805},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.5098168253898621},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47212061285972595},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.4676748216152191},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4165094494819641},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4133751690387726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24968767166137695},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1531226634979248},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1074933409690857},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3002151.3002152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3002151.3002152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH ASIA 2016 Symposium on Visualization","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G1253642895","display_name":null,"funder_award_id":"FI370074016","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321652","display_name":"Eidgen\u00f6ssische Technische Hochschule Z\u00fcrich","ror":"https://ror.org/05a28rw58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W155446609","https://openalex.org/W1506285740","https://openalex.org/W1651166699","https://openalex.org/W1916893613","https://openalex.org/W1980799317","https://openalex.org/W1988711344","https://openalex.org/W1994984331","https://openalex.org/W2010612397","https://openalex.org/W2021705019","https://openalex.org/W2024208934","https://openalex.org/W2044240216","https://openalex.org/W2052433323","https://openalex.org/W2056638635","https://openalex.org/W2081139127","https://openalex.org/W2113081107","https://openalex.org/W2122060742","https://openalex.org/W2133946031","https://openalex.org/W2136331893","https://openalex.org/W2153940791","https://openalex.org/W2157689946","https://openalex.org/W2170083989"],"related_works":["https://openalex.org/W3149127250","https://openalex.org/W2158984754","https://openalex.org/W2143428259","https://openalex.org/W4246764483","https://openalex.org/W2116732611","https://openalex.org/W2126824079","https://openalex.org/W2080934634","https://openalex.org/W2564956852","https://openalex.org/W2597787696","https://openalex.org/W4392522134"],"abstract_inverted_index":{"Human":[0],"lives":[1],"involve":[2],"various":[3],"daily":[4,24],"movements":[5,25],"in":[6,110],"a":[7,34,74,82],"space-time":[8],"context,":[9],"which":[10,57],"exhibit":[11],"high":[12],"regularity":[13],"that":[14],"typically":[15],"forms":[16],"circadian":[17],"rhythms.":[18],"Understanding":[19],"the":[20,94,122],"rhythms":[21,67,96],"for":[22,33,89],"human":[23,65],"of":[26,36,76,84,126],"massive":[27,105],"crowds":[28],"can":[29],"be":[30],"highly":[31],"beneficial":[32],"variety":[35],"applications,":[37],"such":[38],"as":[39],"traffic":[40],"demand":[41],"management":[42],"and":[43,99,112,124],"urban":[44,106],"planning.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49],"propose":[50],"an":[51],"interactive":[52,85],"visual":[53,86],"data":[54,109],"analysis":[55],"approach,":[56],"provides":[58],"not":[59],"only":[60],"quantitative":[61],"analyses,":[62],"including":[63],"frequent":[64],"movement":[66,95],"identification,":[68],"but":[69],"also":[70,80],"visualization":[71],"supported":[72],"with":[73,103,114],"family":[75],"user":[77],"interactions.":[78],"We":[79],"devise":[81],"set":[83],"query":[87],"methods":[88],"users":[90],"to":[91,120],"easily":[92],"explore":[93],"over":[97],"space":[98],"time.":[100],"Case":[101],"studies":[102],"real-world":[104],"public":[107],"transportation":[108,115],"Singapore,":[111],"interviews":[113],"researches":[116],"are":[117],"carried":[118],"out":[119],"demonstrate":[121],"effectiveness":[123],"usefulness":[125],"our":[127],"system.":[128]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}