{"id":"https://openalex.org/W7101438837","doi":"https://doi.org/10.1145/3764921.3770150","title":"An Agile Design of Activity-based Mobility Intervention using Large Language Models","display_name":"An Agile Design of Activity-based Mobility Intervention using Large Language Models","publication_year":2025,"publication_date":"2025-10-27","ids":{"openalex":"https://openalex.org/W7101438837","doi":"https://doi.org/10.1145/3764921.3770150"},"language":null,"primary_location":{"id":"doi:10.1145/3764921.3770150","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3764921.3770150","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM SIGSPATIAL International Workshop on Geospatial Simulation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3764921.3770150","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Joon-Seok Kim","orcid":"https://orcid.org/0000-0001-9963-6698"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joon-Seok Kim","raw_affiliation_strings":["Computer Science, Emory University, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science, Emory University, Atlanta, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jooyoung Yoo","orcid":"https://orcid.org/0000-0002-5634-7367"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jooyoung Yoo","raw_affiliation_strings":["Computer Science, Emory University, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science, Emory University, Atlanta, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Su Yeon Han","orcid":"https://orcid.org/0000-0002-3906-4533"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Su Yeon Han","raw_affiliation_strings":["Geography and Environmental Studies, Texas State University, San Marcos, USA"],"affiliations":[{"raw_affiliation_string":"Geography and Environmental Studies, Texas State University, San Marcos, USA","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"last","author":{"id":null,"display_name":"Andreas Z\u00fcfle","orcid":"https://orcid.org/0000-0001-7001-4123"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Z\u00fcfle","raw_affiliation_strings":["Computer Science, Emory University, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science, Emory University, Atlanta, USA","institution_ids":["https://openalex.org/I150468666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150468666"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54777856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.14470000565052032,"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":0.14470000565052032,"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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.10939999669790268,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10799","display_name":"Data Visualization and Analytics","score":0.06939999759197235,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.7102000117301941},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.6259999871253967},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.6159999966621399},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4650999903678894},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4424999952316284},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.3725999891757965},{"id":"https://openalex.org/keywords/design-tool","display_name":"Design tool","score":0.35989999771118164},{"id":"https://openalex.org/keywords/modeling-language","display_name":"Modeling language","score":0.3578000068664551}],"concepts":[{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.7102000117301941},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.6259999871253967},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6159999966621399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6049000024795532},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4650999903678894},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.44350001215934753},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4424999952316284},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4180999994277954},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.37369999289512634},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3725999891757965},{"id":"https://openalex.org/C2777466363","wikidata":"https://www.wikidata.org/wiki/Q17008971","display_name":"Design tool","level":2,"score":0.35989999771118164},{"id":"https://openalex.org/C179603123","wikidata":"https://www.wikidata.org/wiki/Q1941921","display_name":"Modeling language","level":3,"score":0.3578000068664551},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.32989999651908875},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.31130000948905945},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C33276779","wikidata":"https://www.wikidata.org/wiki/Q1943363","display_name":"Design elements and principles","level":2,"score":0.296999990940094},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28760001063346863},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C145644426","wikidata":"https://www.wikidata.org/wiki/Q169411","display_name":"Unified Modeling Language","level":3,"score":0.2775000035762787},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.27399998903274536},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.257999986410141},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C120208923","wikidata":"https://www.wikidata.org/wiki/Q5158435","display_name":"Conceptual design","level":2,"score":0.2522999942302704},{"id":"https://openalex.org/C138852830","wikidata":"https://www.wikidata.org/wiki/Q2292993","display_name":"Design methods","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3764921.3770150","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3764921.3770150","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM SIGSPATIAL International Workshop on Geospatial Simulation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3764921.3770150","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3764921.3770150","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM SIGSPATIAL International Workshop on Geospatial Simulation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4813857078552246,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2549797977","https://openalex.org/W3014128467","https://openalex.org/W3095650791","https://openalex.org/W3106776641","https://openalex.org/W3130704515","https://openalex.org/W3207986377","https://openalex.org/W4384521943","https://openalex.org/W4386118319","https://openalex.org/W4386763802","https://openalex.org/W4387835442","https://openalex.org/W4399782734","https://openalex.org/W4400727504","https://openalex.org/W4409721639"],"related_works":[],"abstract_inverted_index":{"Human":[0],"mobility":[1,126],"simulations":[2,31],"are":[3],"essential":[4],"tools":[5],"for":[6,20,111,134],"evaluating":[7],"policies":[8],"and":[9,40,57,72,90,97,118,139,143],"planning":[10],"effective":[11,144],"interventions":[12,48],"in":[13,107],"dynamic":[14],"environments.":[15],"Recently,":[16],"a":[17],"conceptual":[18],"framework":[19],"Activity-Based":[21],"Mobility":[22],"Interventions":[23],"(ABMI)":[24],"has":[25],"been":[26],"proposed":[27],"to":[28,45,70,146],"support":[29],"such":[30],"by":[32],"facilitating":[33],"intervention":[34,85,109],"design":[35,76,138],"across":[36],"heterogeneous":[37],"simulation":[38,127],"models":[39,68],"capabilities.":[41],"However,":[42],"current":[43],"approaches":[44],"designing":[46],"these":[47],"rely":[49],"heavily":[50],"on":[51],"manual":[52],"effort,":[53],"limiting":[54],"scalability,":[55],"responsiveness,":[56],"overall":[58],"productivity.":[59],"In":[60],"this":[61,129],"study,":[62],"we":[63],"propose":[64],"using":[65],"large":[66],"language":[67],"(LLMs)":[69],"automate":[71],"streamline":[73],"the":[74,81,95,102,125],"ABMI":[75],"process.":[77],"Our":[78],"method":[79],"enables":[80,140],"rapid":[82],"generation":[83],"of":[84,104],"scenarios":[86,110],"from":[87],"high-level":[88],"descriptions":[89],"contextual":[91],"information,":[92],"significantly":[93],"reducing":[94],"time":[96],"expertise":[98],"required.":[99],"We":[100],"demonstrate":[101],"effectiveness":[103],"our":[105],"approach":[106],"creating":[108],"emergency":[112],"response":[113],"scenarios,":[114],"including":[115],"wildfire":[116],"evacuations":[117],"epidemic":[119],"containment.":[120],"By":[121],"integrating":[122],"LLMs":[123],"into":[124],"workflow,":[128],"work":[130],"opens":[131],"new":[132],"avenues":[133],"adaptive,":[135],"data-driven":[136],"policy":[137],"more":[141],"timely":[142],"responses":[145],"real-world":[147],"crises.":[148]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-28T00:00:00"}
