{"id":"https://openalex.org/W4200252531","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0001009","title":"Capturing Environmental Distress of Pedestrians Using Multimodal Data: The Interplay of Biosignals and Image-Based Data","display_name":"Capturing Environmental Distress of Pedestrians Using Multimodal Data: The Interplay of Biosignals and Image-Based Data","publication_year":2021,"publication_date":"2021-12-15","ids":{"openalex":"https://openalex.org/W4200252531","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0001009"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0001009","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0001009","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-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/A5100434583","display_name":"Jinwoo Kim","orcid":"https://orcid.org/0000-0001-7003-1222"},"institutions":[{"id":"https://openalex.org/I4210142152","display_name":"ORCID","ror":"https://ror.org/04fa4r544","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142152"]},{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinwoo Kim","raw_affiliation_strings":["Ph.D. Candidate, Dept. of Multidisciplinary Engineering, Texas A&amp;M Univ., 330 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: ","Ph.D. Student, Dept. of Construction Science, Texas A&amp;M Univ., 329 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: ","Ph.D. Candidate, Dept. of Multidisciplinary Engineering, Texas A&M Univ., 330 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: https://orcid.org/0000-0001-7003-1222"],"raw_orcid":"https://orcid.org/0000-0001-7003-1222","affiliations":[{"raw_affiliation_string":"Ph.D. Candidate, Dept. of Multidisciplinary Engineering, Texas A&amp;M Univ., 330 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: ","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Ph.D. Student, Dept. of Construction Science, Texas A&amp;M Univ., 329 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: ","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Ph.D. Candidate, Dept. of Multidisciplinary Engineering, Texas A&M Univ., 330 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: https://orcid.org/0000-0001-7003-1222","institution_ids":["https://openalex.org/I4210142152","https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066541279","display_name":"Ehsanul Haque Nirjhar","orcid":"https://orcid.org/0000-0002-2345-895X"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ehsanul Haque Nirjhar","raw_affiliation_strings":["Ph.D. Student, Dept. of Computer Science and Engineering, Texas A&amp;M Univ., 435 Nagle St., PETR 330, College Station, TX 77843"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ph.D. Student, Dept. of Computer Science and Engineering, Texas A&amp;M Univ., 435 Nagle St., PETR 330, College Station, TX 77843","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100623278","display_name":"Jaeyoon Kim","orcid":"https://orcid.org/0000-0002-0723-0664"},"institutions":[{"id":"https://openalex.org/I4210142152","display_name":"ORCID","ror":"https://ror.org/04fa4r544","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142152"]},{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaeyoon Kim","raw_affiliation_strings":["Ph.D. Candidate, Dept. of Multidisciplinary Engineering, Texas A&amp;M Univ., 330 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: ","Ph.D. Student, Dept. of Construction Science, Texas A&amp;M Univ., 329 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: ","Ph.D. Student, Dept. of Construction Science, Texas A&M Univ., 329 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: https://orcid.org/0000-0002-0723-0664"],"raw_orcid":"https://orcid.org/0000-0002-0723-0664","affiliations":[{"raw_affiliation_string":"Ph.D. Candidate, Dept. of Multidisciplinary Engineering, Texas A&amp;M Univ., 330 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: ","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Ph.D. Student, Dept. of Construction Science, Texas A&amp;M Univ., 329 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: ","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Ph.D. Student, Dept. of Construction Science, Texas A&M Univ., 329 Francis Hall, 3137 TAMU, College Station, TX 77843. ORCID: https://orcid.org/0000-0002-0723-0664","institution_ids":["https://openalex.org/I4210142152","https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029799530","display_name":"Theodora Chaspari","orcid":"https://orcid.org/0000-0002-7603-8633"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodora Chaspari","raw_affiliation_strings":["Assistant Professor, Dept. of Computer Science and Engineering, Texas A&amp;M Univ., 435 Nagle St., PETR 329, College Station, TX 77843"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor, Dept. of Computer Science and Engineering, Texas A&amp;M Univ., 435 Nagle St., PETR 329, College Station, TX 77843","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016845979","display_name":"Youngjib Ham","orcid":"https://orcid.org/0000-0001-7157-4878"},"institutions":[{"id":"https://openalex.org/I4210142152","display_name":"ORCID","ror":"https://ror.org/04fa4r544","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142152"]},{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Youngjib Ham","raw_affiliation_strings":["Associate Professor, Dept. of Construction Science, Texas A&amp;M Univ., 329B Francis Hall, 3137 TAMU, College Station, TX 77843-3137. ORCID: ","Associate Professor, Dept. of Construction Science, Texas A&M Univ., 329B Francis Hall, 3137 TAMU, College Station, TX 77843-3137. ORCID: https://orcid.org/0000-0001-7157-4878"],"raw_orcid":"https://orcid.org/0000-0001-7157-4878","affiliations":[{"raw_affiliation_string":"Associate Professor, Dept. of Construction Science, Texas A&amp;M Univ., 329B Francis Hall, 3137 TAMU, College Station, TX 77843-3137. ORCID: ","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Associate Professor, Dept. of Construction Science, Texas A&M Univ., 329B Francis Hall, 3137 TAMU, College Station, TX 77843-3137. ORCID: https://orcid.org/0000-0001-7157-4878","institution_ids":["https://openalex.org/I4210142152","https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074275594","display_name":"Jane Futrell Winslow","orcid":"https://orcid.org/0000-0002-2459-8049"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jane Futrell Winslow","raw_affiliation_strings":["Assistant Professor, Dept. of Landscape Architecture and Urban Planning, Texas A&amp;M Univ., A332 Langford Architecture Bldg., 3137 TAMU, College Station, TX 77840"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor, Dept. of Landscape Architecture and Urban Planning, Texas A&amp;M Univ., A332 Langford Architecture Bldg., 3137 TAMU, College Station, TX 77840","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069840768","display_name":"Chanam Lee","orcid":"https://orcid.org/0000-0002-7849-3939"},"institutions":[{"id":"https://openalex.org/I173268674","display_name":"Texas A&M University System","ror":"https://ror.org/0034eay46","country_code":"US","type":"education","lineage":["https://openalex.org/I173268674"]},{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chanam Lee","raw_affiliation_strings":["Professor, Dept. of Landscape Architecture and Urban Planning, Texas A&amp;M Univ., Scoates Hall 107C, 3137 TAMU, College Station, TX 77843"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor, Dept. of Landscape Architecture and Urban Planning, Texas A&amp;M Univ., Scoates Hall 107C, 3137 TAMU, College Station, TX 77843","institution_ids":["https://openalex.org/I173268674","https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084121817","display_name":"Changbum R. Ahn","orcid":"https://orcid.org/0000-0002-6733-2216"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Changbum R. Ahn","raw_affiliation_strings":["Associate Professor, Dept. of Architecture and Architectural Engineering, Institute of Construction and Environmental Engineering, College of Engineering, Seoul National Univ., Seoul 08826, South Korea (corresponding author). ORCID: ","Associate Professor, Dept. of Architecture and Architectural Engineering, Institute of Construction and Environmental Engineering, College of Engineering, Seoul National Univ., Seoul 08826, South Korea. ORCID: https://orcid.org/0000-0002-6733-2216"],"raw_orcid":"https://orcid.org/0000-0002-6733-2216","affiliations":[{"raw_affiliation_string":"Associate Professor, Dept. of Architecture and Architectural Engineering, Institute of Construction and Environmental Engineering, College of Engineering, Seoul National Univ., Seoul 08826, South Korea (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Associate Professor, Dept. of Architecture and Architectural Engineering, Institute of Construction and Environmental Engineering, College of Engineering, Seoul National Univ., Seoul 08826, South Korea. ORCID: https://orcid.org/0000-0002-6733-2216","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084121817"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":2.7671,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90449148,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"36","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11692","display_name":"Noise Effects and Management","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11692","display_name":"Noise Effects and Management","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12644","display_name":"Wildlife-Road Interactions and Conservation","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10692","display_name":"Urban Green Space and Health","score":0.9620000123977661,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/biosignal","display_name":"Biosignal","score":0.707207441329956},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6116447448730469},{"id":"https://openalex.org/keywords/distress","display_name":"Distress","score":0.6051759719848633},{"id":"https://openalex.org/keywords/pedestrian","display_name":"Pedestrian","score":0.5367791056632996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47991666197776794},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.41555556654930115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3902094066143036},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37431102991104126},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.24585142731666565},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18849650025367737},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.1195385754108429},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11509421467781067}],"concepts":[{"id":"https://openalex.org/C2779055241","wikidata":"https://www.wikidata.org/wiki/Q644240","display_name":"Biosignal","level":3,"score":0.707207441329956},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6116447448730469},{"id":"https://openalex.org/C139265228","wikidata":"https://www.wikidata.org/wiki/Q5283089","display_name":"Distress","level":2,"score":0.6051759719848633},{"id":"https://openalex.org/C2777113093","wikidata":"https://www.wikidata.org/wiki/Q221488","display_name":"Pedestrian","level":2,"score":0.5367791056632996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47991666197776794},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.41555556654930115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3902094066143036},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37431102991104126},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.24585142731666565},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18849650025367737},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.1195385754108429},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11509421467781067},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0001009","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0001009","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},{"id":"pmh:oai:s-space.snu.ac.kr:10371/179546","is_oa":false,"landing_page_url":"https://hdl.handle.net/10371/179546","pdf_url":null,"source":{"id":"https://openalex.org/S4306401345","display_name":"Seoul National University Open Repository (Seoul National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139264467","host_organization_name":"Seoul National University","host_organization_lineage":["https://openalex.org/I139264467"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":83,"referenced_works":["https://openalex.org/W28481823","https://openalex.org/W631895740","https://openalex.org/W1484266789","https://openalex.org/W1968147892","https://openalex.org/W1979728958","https://openalex.org/W2067906953","https://openalex.org/W2068141066","https://openalex.org/W2068883041","https://openalex.org/W2070513777","https://openalex.org/W2084804872","https://openalex.org/W2099281997","https://openalex.org/W2120339204","https://openalex.org/W2143926884","https://openalex.org/W2214292246","https://openalex.org/W2365294403","https://openalex.org/W2371915244","https://openalex.org/W2395671852","https://openalex.org/W2478090196","https://openalex.org/W2493433605","https://openalex.org/W2513949341","https://openalex.org/W2520590872","https://openalex.org/W2522940576","https://openalex.org/W2553546881","https://openalex.org/W2587474564","https://openalex.org/W2603659376","https://openalex.org/W2604306480","https://openalex.org/W2624941115","https://openalex.org/W2626568306","https://openalex.org/W2749597746","https://openalex.org/W2767747425","https://openalex.org/W2782180330","https://openalex.org/W2793572633","https://openalex.org/W2794774998","https://openalex.org/W2805655750","https://openalex.org/W2807044589","https://openalex.org/W2891394872","https://openalex.org/W2894364535","https://openalex.org/W2899108361","https://openalex.org/W2904788083","https://openalex.org/W2904894527","https://openalex.org/W2906093258","https://openalex.org/W2911482690","https://openalex.org/W2914396090","https://openalex.org/W2917316317","https://openalex.org/W2933718005","https://openalex.org/W2946294017","https://openalex.org/W2949234369","https://openalex.org/W2953281290","https://openalex.org/W2953899571","https://openalex.org/W2956019378","https://openalex.org/W2964044605","https://openalex.org/W2965493011","https://openalex.org/W2969950285","https://openalex.org/W2973094090","https://openalex.org/W2981462993","https://openalex.org/W2986698571","https://openalex.org/W2995201943","https://openalex.org/W2995940928","https://openalex.org/W3000056129","https://openalex.org/W3000128269","https://openalex.org/W3000161613","https://openalex.org/W3002154615","https://openalex.org/W3004455307","https://openalex.org/W3004874689","https://openalex.org/W3008020803","https://openalex.org/W3010787982","https://openalex.org/W3022362947","https://openalex.org/W3024620277","https://openalex.org/W3063110676","https://openalex.org/W3080997403","https://openalex.org/W3082701092","https://openalex.org/W3085810866","https://openalex.org/W3093097102","https://openalex.org/W3093158952","https://openalex.org/W3094759368","https://openalex.org/W3102610943","https://openalex.org/W3103920515","https://openalex.org/W3113165724","https://openalex.org/W3117033950","https://openalex.org/W3134471993","https://openalex.org/W3160915774","https://openalex.org/W3185855367","https://openalex.org/W3187480419"],"related_works":["https://openalex.org/W4214581441","https://openalex.org/W2053762217","https://openalex.org/W2494432015","https://openalex.org/W2114479223","https://openalex.org/W2150501849","https://openalex.org/W1968240874","https://openalex.org/W2134572333","https://openalex.org/W2080835026","https://openalex.org/W2779694590","https://openalex.org/W2002230986"],"abstract_inverted_index":{"Urban":[0],"built":[1,182],"environments":[2,66],"often":[3,68],"include":[4],"many":[5],"negative":[6,44,104,153],"stimuli":[7,46],"(e.g.,":[8,27,74],"unleashed":[9],"dogs,":[10],"dead":[11],"animals,":[12],"litter,":[13],"graffiti,":[14],"abandoned":[15],"vehicles)":[16],"that":[17],"are":[18,67,94],"linked":[19],"with":[20,143],"stress":[21],"symptomatology":[22],"among":[23],"urban":[24],"populations.":[25],"Biosignals":[26],"electrodermal":[28],"activity,":[29],"gait":[30],"patterns,":[31],"and":[32,56,83,90,118,125,185,191],"blood":[33],"volume":[34],"pulse)":[35],"can":[36,174],"help":[37],"assess":[38],"pedestrian":[39,99],"distress":[40,101,127],"levels":[41,128],"induced":[42],"by":[43,47,70],"environmental":[45,100,105,154,183],"overcoming":[48],"the":[49,112,139,144,152,159,165,169],"measurement":[50],"limitations":[51],"of":[52,158,168],"traditional":[53],"self-reporting":[54],"methods":[55],"field":[57],"observations.":[58],"Despite":[59],"their":[60],"potential,":[61],"biosignals":[62],"from":[63,103,130,138,161],"naturalistic":[64],"outdoor":[65],"contaminated":[69],"uncontrollable":[71],"extraneous":[72],"factors":[73],"movement":[75],"artifacts,":[76],"physiological":[77,149],"reactivity":[78],"due":[79],"to":[80,96,151,177,188],"unintended":[81],"stimuli,":[82],"individual":[84],"variability).":[85],"Thus,":[86],"more":[87],"quantitative":[88],"evidence":[89],"novel":[91],"methodological":[92],"approaches":[93,187],"required":[95],"accurately":[97],"capture":[98],"resulting":[102],"stimuli.":[106,155],"In":[107],"this":[108],"context,":[109],"we":[110],"investigate":[111],"interplay":[113],"between":[114],"pedestrians\u2019":[115],"biosignal":[116,145],"data":[117,120,146,163],"image-based":[119,162],"(built":[121],"environment":[122],"feature":[123],"information":[124],"perceptual":[126],"identified":[129],"images)":[131],"in":[132],"a":[133],"machine":[134],"learning":[135],"model.":[136,171],"Results":[137],"statistical":[140],"model":[141],"estimated":[142],"demonstrated":[147],"significant":[148],"responses":[150],"The":[156],"use":[157],"features":[160],"increased":[164],"prediction":[166],"accuracy":[167],"computational":[170],"This":[172],"method":[173],"be":[175],"applied":[176],"geospatial":[178],"intelligence,":[179],"further":[180],"advancing":[181],"assessments":[184],"evidence-based":[186],"promote":[189],"walking":[190],"walkable":[192],"communities.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
