{"id":"https://openalex.org/W3128774420","doi":"https://doi.org/10.1109/snams52053.2020.9336560","title":"Using Social Media to Understand City-wide Movement Patterns and Behaviours","display_name":"Using Social Media to Understand City-wide Movement Patterns and Behaviours","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3128774420","doi":"https://doi.org/10.1109/snams52053.2020.9336560","mag":"3128774420"},"language":"en","primary_location":{"id":"doi:10.1109/snams52053.2020.9336560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams52053.2020.9336560","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Seventh International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-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/A5025390684","display_name":"Geoff Cunliffe","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Geoff Cunliffe","raw_affiliation_strings":["School of Computing and Information Systems, The University of Melbourne,Melbourne,Australia","School of Computing and Information Systems, The University of Melbourne, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, The University of Melbourne,Melbourne,Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"School of Computing and Information Systems, The University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102800529","display_name":"Chao Liang","orcid":"https://orcid.org/0000-0003-4157-242X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chao Liang","raw_affiliation_strings":["School of Computing and Information Systems, The University of Melbourne,Melbourne,Australia","School of Computing and Information Systems, The University of Melbourne, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, The University of Melbourne,Melbourne,Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"School of Computing and Information Systems, The University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039872140","display_name":"Richard Sinnott","orcid":"https://orcid.org/0000-0001-5998-222X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Richard O. Sinnott","raw_affiliation_strings":["School of Computing and Information Systems, The University of Melbourne,Melbourne,Australia","School of Computing and Information Systems, The University of Melbourne, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, The University of Melbourne,Melbourne,Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"School of Computing and Information Systems, The University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025390684"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":0.5126,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77765522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"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":0.9997000098228455,"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":0.9997000098228455,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/social-media","display_name":"Social media","score":0.6839641332626343},{"id":"https://openalex.org/keywords/multitude","display_name":"Multitude","score":0.605888307094574},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5836061835289001},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5372471809387207},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5329737663269043},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5307082533836365},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4662885367870331},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2701190710067749},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.19078436493873596},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09055465459823608}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6839641332626343},{"id":"https://openalex.org/C2780565519","wikidata":"https://www.wikidata.org/wiki/Q1208937","display_name":"Multitude","level":2,"score":0.605888307094574},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5836061835289001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5372471809387207},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5329737663269043},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5307082533836365},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4662885367870331},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2701190710067749},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.19078436493873596},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09055465459823608},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"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/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snams52053.2020.9336560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams52053.2020.9336560","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Seventh International Conference on Social Networks Analysis, Management and Security (SNAMS)","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":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W170252564","https://openalex.org/W2279375383","https://openalex.org/W2281145028","https://openalex.org/W2340830082","https://openalex.org/W2508837977","https://openalex.org/W2562521506","https://openalex.org/W2606622440","https://openalex.org/W2744151661","https://openalex.org/W2808015248","https://openalex.org/W2809938970","https://openalex.org/W2989722094","https://openalex.org/W6742132813","https://openalex.org/W6752789448","https://openalex.org/W6752945407"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2417432647","https://openalex.org/W2371114124","https://openalex.org/W2168950483","https://openalex.org/W1858324360","https://openalex.org/W1975110769","https://openalex.org/W2378535610","https://openalex.org/W4213029470","https://openalex.org/W2798951784","https://openalex.org/W657803122"],"abstract_inverted_index":{"Geospatially":[0],"located":[1],"social":[2,15,51,56],"media":[3,52,57],"data":[4,53,112],"is":[5],"increasingly":[6],"used":[7],"to":[8,59,99,119,139],"understand":[9],"human":[10,137],"behaviour.":[11],"This":[12],"flow":[13],"of":[14,23,34,50,82,84,109,123,128],"activity":[16,85,138],"can":[17],"offer":[18,133],"a":[19,48,77,141],"real":[20],"time":[21],"understanding":[22],"cities":[24,69],"and":[25,64,73,86,91],"provide":[26,76,140],"insight":[27,134],"into":[28,135],"many":[29],"issues":[30],"such":[31],"as":[32,113,115],"estimations":[33],"crowd":[35],"sizes,":[36],"urban":[37,136],"planning":[38],"or":[39],"even":[40],"criminal":[41],"activity.":[42,102,129],"In":[43],"this":[44],"paper":[45],"we":[46],"combine":[47],"multitude":[49],"from":[54],"diverse":[55],"platforms":[58],"explore":[60,87],"population":[61],"movement":[62],"patterns":[63,90],"activities":[65],"in":[66,70,97],"two":[67],"major":[68],"Australia":[71],"(Melbourne":[72],"Sydney).":[74],"We":[75,103],"framework":[78],"for":[79],"the":[80,110,121],"identification":[81],"clusters":[83,127],"different":[88],"temporal":[89],"compare":[92],"them":[93],"with":[94],"historical":[95],"averages":[96],"order":[98],"distinguish":[100],"anomalous":[101],"also":[104],"utilize":[105],"natural":[106],"language":[107],"processing":[108],"geo-textual":[111],"well":[114],"supervised":[116],"machine":[117],"learning":[118],"classify":[120],"use":[122],"locations":[124],"based":[125],"on":[126],"Collectively":[130],"these":[131],"analyses":[132],"city":[142],"pulse.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}