{"id":"https://openalex.org/W4281649094","doi":"https://doi.org/10.5194/agile-giss-3-19-2022","title":"Unlocking social network analysis methods for studying human mobility","display_name":"Unlocking social network analysis methods for studying human mobility","publication_year":2022,"publication_date":"2022-06-10","ids":{"openalex":"https://openalex.org/W4281649094","doi":"https://doi.org/10.5194/agile-giss-3-19-2022"},"language":"en","primary_location":{"id":"doi:10.5194/agile-giss-3-19-2022","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-3-19-2022","pdf_url":"https://agile-giss.copernicus.org/articles/3/19/2022/agile-giss-3-19-2022.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://agile-giss.copernicus.org/articles/3/19/2022/agile-giss-3-19-2022.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030280318","display_name":"Nina Wiedemann","orcid":"https://orcid.org/0000-0002-8160-7634"},"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":true,"raw_author_name":"Nina Wiedemann","raw_affiliation_strings":["Institute of Cartography and Geoinformation, ETH Zurich, Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-8160-7634","affiliations":[{"raw_affiliation_string":"Institute of Cartography and Geoinformation, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028853860","display_name":"Henry Martin","orcid":"https://orcid.org/0000-0002-0456-8539"},"institutions":[{"id":"https://openalex.org/I161878677","display_name":"Austrian Research Institute for Artificial Intelligence","ror":"https://ror.org/04j47vk14","country_code":"AT","type":"facility","lineage":["https://openalex.org/I161878677","https://openalex.org/I4210107880"]},{"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/I4210157875","display_name":"Institute of Advanced Research in Artificial Intelligence","ror":"https://ror.org/04m8gxe14","country_code":"AT","type":"facility","lineage":["https://openalex.org/I4210157875"]}],"countries":["AT","CH"],"is_corresponding":false,"raw_author_name":"Henry Martin","raw_affiliation_strings":["Institute of Advanced Research in Artificial Intelligence (IARAI), Vienna, Austria","Institute of Cartography and Geoinformation, ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Advanced Research in Artificial Intelligence (IARAI), Vienna, Austria","institution_ids":["https://openalex.org/I161878677","https://openalex.org/I4210157875"]},{"raw_affiliation_string":"Institute of Cartography and Geoinformation, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004721499","display_name":"Martin Raubal","orcid":"https://orcid.org/0000-0001-5951-6835"},"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":"Martin Raubal","raw_affiliation_strings":["Institute of Cartography and Geoinformation, ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Cartography and Geoinformation, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030280318"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":2.0542,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.86521205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"12"},"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":0.9993000030517578,"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":0.9993000030517578,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9824000000953674,"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/computer-science","display_name":"Computer science","score":0.707856297492981},{"id":"https://openalex.org/keywords/individual-mobility","display_name":"Individual mobility","score":0.5559669137001038},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5545856356620789},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.49543750286102295},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.4828120172023773},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4432772696018219},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.42129766941070557},{"id":"https://openalex.org/keywords/gnss-applications","display_name":"GNSS applications","score":0.41090333461761475},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3669469952583313},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32849180698394775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30315107107162476},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.17689946293830872},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16859090328216553},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1443747580051422},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.12696951627731323},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.12197694182395935},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09034192562103271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.707856297492981},{"id":"https://openalex.org/C2778068325","wikidata":"https://www.wikidata.org/wiki/Q19892785","display_name":"Individual mobility","level":2,"score":0.5559669137001038},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5545856356620789},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.49543750286102295},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.4828120172023773},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4432772696018219},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.42129766941070557},{"id":"https://openalex.org/C14279187","wikidata":"https://www.wikidata.org/wiki/Q5514012","display_name":"GNSS applications","level":3,"score":0.41090333461761475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3669469952583313},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32849180698394775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30315107107162476},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.17689946293830872},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16859090328216553},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1443747580051422},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.12696951627731323},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.12197694182395935},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09034192562103271},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5194/agile-giss-3-19-2022","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-3-19-2022","pdf_url":"https://agile-giss.copernicus.org/articles/3/19/2022/agile-giss-3-19-2022.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"},{"id":"pmh:oai:www.research-collection.ethz.ch:20.500.11850/563918","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/563918","pdf_url":null,"source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AGILE: GIScience Series, 3 (19)","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.3929/ethz-b-000563918","is_oa":true,"landing_page_url":"https://doi.org/10.3929/ethz-b-000563918","pdf_url":null,"source":{"id":"https://openalex.org/S7407051236","display_name":"ETH Z\u00fcrich Research Collection","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5194/agile-giss-3-19-2022","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-3-19-2022","pdf_url":"https://agile-giss.copernicus.org/articles/3/19/2022/agile-giss-3-19-2022.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.8199999928474426,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321652","display_name":"Eidgen\u00f6ssische Technische Hochschule Z\u00fcrich","ror":"https://ror.org/05a28rw58"},{"id":"https://openalex.org/F4320327714","display_name":"ETH Z\u00fcrich Foundation","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281649094.pdf","grobid_xml":"https://content.openalex.org/works/W4281649094.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W574900623","https://openalex.org/W1498328105","https://openalex.org/W1776191302","https://openalex.org/W1870538541","https://openalex.org/W1979096365","https://openalex.org/W1982300822","https://openalex.org/W1994616650","https://openalex.org/W2013598124","https://openalex.org/W2031760326","https://openalex.org/W2040817488","https://openalex.org/W2045540672","https://openalex.org/W2056284729","https://openalex.org/W2059556222","https://openalex.org/W2082185798","https://openalex.org/W2096379393","https://openalex.org/W2099556653","https://openalex.org/W2099815494","https://openalex.org/W2104725117","https://openalex.org/W2111864076","https://openalex.org/W2134946452","https://openalex.org/W2162865238","https://openalex.org/W2164727176","https://openalex.org/W2290990787","https://openalex.org/W2305194625","https://openalex.org/W2315902422","https://openalex.org/W2329660289","https://openalex.org/W2339099243","https://openalex.org/W2345172924","https://openalex.org/W2495156111","https://openalex.org/W2536560716","https://openalex.org/W2559470421","https://openalex.org/W2772711063","https://openalex.org/W2783344919","https://openalex.org/W2799359827","https://openalex.org/W2904032467","https://openalex.org/W2912429131","https://openalex.org/W2963000270","https://openalex.org/W2969573262","https://openalex.org/W2971517005","https://openalex.org/W3007313614","https://openalex.org/W3013594674","https://openalex.org/W3036350439","https://openalex.org/W3044957734","https://openalex.org/W3098208509","https://openalex.org/W3104069389","https://openalex.org/W3132986110","https://openalex.org/W3165093051","https://openalex.org/W3183887976","https://openalex.org/W3198380387","https://openalex.org/W3215599327","https://openalex.org/W4205495760","https://openalex.org/W4240132336","https://openalex.org/W4249101417","https://openalex.org/W4252391715","https://openalex.org/W4293232152","https://openalex.org/W4300895248","https://openalex.org/W4319336084","https://openalex.org/W6604633863","https://openalex.org/W6805952914"],"related_works":["https://openalex.org/W2952662149","https://openalex.org/W88288537","https://openalex.org/W2793616590","https://openalex.org/W2183090405","https://openalex.org/W2075666982","https://openalex.org/W2065835655","https://openalex.org/W3160699245","https://openalex.org/W2782955270","https://openalex.org/W2349928170","https://openalex.org/W2142177036"],"abstract_inverted_index":{"Abstract.":[0],"Planning":[1],"and":[2,26,67,100,157,165,181,192,199],"operations":[3],"in":[4,218],"urban":[5],"spaces":[6],"are":[7,136,196],"strongly":[8],"affected":[9],"by":[10],"human":[11],"mobility":[12,19,77,105,130,143,163,186],"behavior.":[13,131],"A":[14],"better":[15],"understanding":[16],"of":[17,31,40,46,65,76,87,104,126,142,179,206],"individual":[18,71],"is":[20,210],"key":[21],"to":[22,27,56,61,82,107,120,138,185,214],"improve":[23],"transportation":[24],"systems":[25],"guide":[28],"the":[29,44,63,114,124,140,193,204],"allocation":[30],"public":[32],"space.":[33],"Previous":[34],"studies":[35],"have":[36],"discovered":[37],"statistical":[38],"laws":[39],"travel":[41],"distances,":[42],"but":[43],"topology":[45],"movement":[47,72],"between":[48,190],"places":[49],"has":[50],"received":[51],"little":[52],"attention.":[53],"We":[54,171,201],"propose":[55],"employ":[57],"network":[58,80,207],"modelling":[59],"methods":[60,95,209],"analyze":[62],"effect":[64],"spatial":[66],"context":[68],"attributes":[69,128],"on":[70,123,129],"patterns.":[73],"The":[74,188],"perspective":[75],"as":[78],"a":[79,102,148,177],"allows":[81],"explicitly":[83],"regard":[84],"dyadic":[85],"dependencies":[86],"sequential":[88],"location":[89,127],"visits.":[90],"Here,":[91],"we":[92,112,151],"consider":[93],"two":[94],"developed":[96],"for":[97,176],"social":[98],"networks":[99,106,144,164],"provide":[101],"formulation":[103],"justify":[108],"their":[109],"applicability.":[110],"First,":[111],"use":[113],"Multiple":[115],"Regression":[116],"Quadratic":[117],"Assignment":[118],"Procedure":[119],"test":[121],"hypotheses":[122],"influence":[125],"Secondly,":[132],"Stochastic":[133],"Actor-Oriented":[134],"Models":[135],"applied":[137],"model":[139],"evolution":[141],"over":[145],"time.":[146],"As":[147],"proof-of-concept":[149],"study,":[150],"transform":[152],"data":[153],"from":[154,168],"one":[155,158],"GNSS-based":[156],"check-in":[159],"based":[160],"dataset":[161],"into":[162],"present":[166],"results":[167],"both":[169],"methods.":[170],"find":[172],"relations":[173],"that":[174,203],"appear":[175],"majority":[178],"samples":[180],"thus":[182],"seem":[183],"inherent":[184],"networks.":[187],"differences":[189],"individuals":[191],"available":[194],"datasets":[195],"further":[197],"quantified":[198],"discussed.":[200],"conclude":[202],"transfer":[205],"modeling":[208],"an":[211],"interesting":[212],"opportunity":[213],"study":[215],"network-related":[216],"phenomena":[217],"geographic":[219],"information":[220],"science.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
