{"id":"https://openalex.org/W4390100414","doi":"https://doi.org/10.1145/3589132.3625652","title":"Artificial General Intelligence for Human Mobility (Vision Paper)","display_name":"Artificial General Intelligence for Human Mobility (Vision Paper)","publication_year":2023,"publication_date":"2023-11-13","ids":{"openalex":"https://openalex.org/W4390100414","doi":"https://doi.org/10.1145/3589132.3625652"},"language":"en","primary_location":{"id":"doi:10.1145/3589132.3625652","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589132.3625652","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589132.3625652","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3589132.3625652","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000564739","display_name":"Hao Xue","orcid":"https://orcid.org/0000-0003-1700-9215"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Hao Xue","raw_affiliation_strings":["University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090893421","display_name":"Flora D. Salim","orcid":"https://orcid.org/0000-0002-1237-1664"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Flora D. Salim","raw_affiliation_strings":["University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000564739"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":0.7358,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7845675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9984999895095825,"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":0.9984999895095825,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9887999892234802,"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/computer-science","display_name":"Computer science","score":0.7434056401252747},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6961303949356079},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5753300786018372},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5741748809814453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5015311241149902},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.49996423721313477},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.48625648021698},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48426979780197144},{"id":"https://openalex.org/keywords/human-intelligence","display_name":"Human intelligence","score":0.4556678831577301},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4357545077800751},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.416598916053772},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.41345149278640747},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3288017511367798},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1102624237537384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7434056401252747},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6961303949356079},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5753300786018372},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5741748809814453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5015311241149902},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.49996423721313477},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.48625648021698},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48426979780197144},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.4556678831577301},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4357545077800751},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.416598916053772},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.41345149278640747},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3288017511367798},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1102624237537384},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3589132.3625652","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589132.3625652","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589132.3625652","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3589132.3625652","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589132.3625652","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589132.3625652","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390100414.pdf","grobid_xml":"https://content.openalex.org/works/W4390100414.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2017561954","https://openalex.org/W2424778531","https://openalex.org/W2788114581","https://openalex.org/W3202610094","https://openalex.org/W4281643269","https://openalex.org/W4309651822","https://openalex.org/W4309651995"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W2011264131","https://openalex.org/W1501776718","https://openalex.org/W4306353150","https://openalex.org/W2026860389","https://openalex.org/W2615136228","https://openalex.org/W8219677","https://openalex.org/W3216879894","https://openalex.org/W2890132085","https://openalex.org/W2168054807"],"abstract_inverted_index":{"This":[0,92],"paper":[1,93,187],"presents":[2],"a":[3,85,140,170],"visionary":[4],"perspective":[5],"on":[6],"developing":[7,89],"Artificial":[8],"General":[9],"Intelligence":[10],"(AGI)":[11],"in":[12,41,88,179,196],"the":[13,50,62,70,95,124,130,144,156],"field":[14],"of":[15,55,65,97,132],"human":[16,43,101,197],"mobility":[17,20,44,102,148,181,198],"research.":[18,199],"Human":[19],"profoundly":[21],"influences":[22],"our":[23],"daily":[24],"lives,":[25],"impacting":[26],"transportation":[27],"systems,":[28,68],"urban":[29],"planning,":[30],"logistics,":[31],"and":[32,52,74,111,116,129,150,161,192],"healthcare.":[33],"While":[34],"AI":[35,67],"methods":[36],"have":[37],"made":[38],"significant":[39],"advancements":[40],"addressing":[42],"challenges,":[45],"they":[46],"often":[47],"struggle":[48],"with":[49],"complexity":[51],"dynamic":[53],"nature":[54],"this":[56,120,186],"domain.":[57],"The":[58,152],"limitations":[59],"arise":[60],"from":[61,164],"narrow":[63],"focus":[64],"existing":[66],"lacking":[69],"ability":[71],"to":[72,76,99,107,142,158],"generalize":[73],"adapt":[75,112],"new":[77,194],"situations.":[78],"To":[79,118],"overcome":[80],"these":[81],"limitations,":[82],"there":[83],"is":[84,136],"growing":[86],"interest":[87],"AGI":[90,98],"systems.":[91],"explores":[94],"potential":[96],"revolutionize":[100],"research":[103],"by":[104],"enabling":[105],"systems":[106],"understand,":[108],"learn,":[109],"reason,":[110],"across":[113],"diverse":[114],"domains":[115],"tasks.":[117,182],"achieve":[119],"goal,":[121],"we":[122],"propose":[123],"Mobility":[125],"Foundation":[126],"Model":[127],"(MFM)":[128],"concept":[131],"an":[133],"intermediate":[134],"modality":[135],"further":[137],"introduced":[138],"as":[139,173],"means":[141],"bridge":[143],"gap":[145],"between":[146],"different":[147],"modalities":[149],"scales.":[151],"unified":[153],"representation":[154],"allows":[155],"MFM":[157,172,178],"effectively":[159],"learn":[160],"integrate":[162],"information":[163],"various":[165],"modalities.":[166],"We":[167,183],"also":[168],"present":[169],"novel":[171,190],"Administrator":[174],"paradigm":[175],"for":[176],"leveraging":[177],"complex":[180],"hope":[184],"that":[185],"will":[188],"provide":[189],"insights":[191],"open":[193],"directions":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
