{"id":"https://openalex.org/W4407627406","doi":"https://doi.org/10.3390/ijgi14020087","title":"Understanding Urban Park-Based Social Interaction in Shanghai During the COVID-19 Pandemic: Insights from Large-Scale Social Media Analysis","display_name":"Understanding Urban Park-Based Social Interaction in Shanghai During the COVID-19 Pandemic: Insights from Large-Scale Social Media Analysis","publication_year":2025,"publication_date":"2025-02-17","ids":{"openalex":"https://openalex.org/W4407627406","doi":"https://doi.org/10.3390/ijgi14020087"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi14020087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi14020087","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/ijgi14020087","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100383993","display_name":"Haotian Wang","orcid":"https://orcid.org/0000-0002-0086-6301"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haotian Wang","raw_affiliation_strings":["Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039276197","display_name":"Tianyu Su","orcid":"https://orcid.org/0000-0003-1702-8600"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tianyu Su","raw_affiliation_strings":["Graduate School of Design, Harvard University, Cambridge, MA 02138, USA"],"affiliations":[{"raw_affiliation_string":"Graduate School of Design, Harvard University, Cambridge, MA 02138, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023487614","display_name":"Wanting Zhao","orcid":"https://orcid.org/0000-0003-2761-6625"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanting Zhao","raw_affiliation_strings":["School of Architecture, Southeast University, Nanjing 211189, China"],"affiliations":[{"raw_affiliation_string":"School of Architecture, Southeast University, Nanjing 211189, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039276197"],"corresponding_institution_ids":["https://openalex.org/I136199984"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":13.6822,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.98452239,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"14","issue":"2","first_page":"87","last_page":"87"},"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":0.992900013923645,"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":0.992900013923645,"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":0.9531999826431274,"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/T12143","display_name":"Place Attachment and Urban Studies","score":0.9433000087738037,"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/pandemic","display_name":"Pandemic","score":0.735251784324646},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7163612246513367},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5816045999526978},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5204544067382812},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.4549840986728668},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.42193442583084106},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.397651731967926},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3791363537311554},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.3279217481613159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.21004542708396912},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.18208256363868713},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14685669541358948},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.13008269667625427},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10907700657844543}],"concepts":[{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.735251784324646},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7163612246513367},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5816045999526978},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5204544067382812},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.4549840986728668},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.42193442583084106},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.397651731967926},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3791363537311554},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.3279217481613159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21004542708396912},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.18208256363868713},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14685669541358948},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.13008269667625427},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10907700657844543},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi14020087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi14020087","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/115000","is_oa":true,"landing_page_url":"http://hdl.handle.net/10397/115000","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Journal/Magazine Article"},{"id":"pmh:oai:doaj.org/article:653f3b12c7a5425e926f96088ee4cc89","is_oa":true,"landing_page_url":"https://doaj.org/article/653f3b12c7a5425e926f96088ee4cc89","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 14, Iss 2, p 87 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ijgi14020087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi14020087","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2024823631","https://openalex.org/W2047120335","https://openalex.org/W2052708825","https://openalex.org/W2097403413","https://openalex.org/W2103069250","https://openalex.org/W2106687504","https://openalex.org/W2123552131","https://openalex.org/W2140374841","https://openalex.org/W2142800318","https://openalex.org/W2152481890","https://openalex.org/W2169681387","https://openalex.org/W2320142808","https://openalex.org/W2789514410","https://openalex.org/W2945524092","https://openalex.org/W3005380688","https://openalex.org/W3010223921","https://openalex.org/W3013893768","https://openalex.org/W3017185871","https://openalex.org/W3022150169","https://openalex.org/W3053298662","https://openalex.org/W3087045115","https://openalex.org/W3090973942","https://openalex.org/W3108559115","https://openalex.org/W3153151254","https://openalex.org/W3153907075","https://openalex.org/W3170985760","https://openalex.org/W3178663975","https://openalex.org/W3202156652","https://openalex.org/W4205102072","https://openalex.org/W4212997223","https://openalex.org/W4281297605","https://openalex.org/W4289135203","https://openalex.org/W4309323732","https://openalex.org/W4320490038","https://openalex.org/W4323308619","https://openalex.org/W4381596943","https://openalex.org/W4381852786","https://openalex.org/W4386814746","https://openalex.org/W4388101865","https://openalex.org/W4389833612","https://openalex.org/W6682307684"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3136336094","https://openalex.org/W4200558412","https://openalex.org/W120539917","https://openalex.org/W3165628818","https://openalex.org/W3013370972","https://openalex.org/W2024479787","https://openalex.org/W2612361796","https://openalex.org/W3148037394","https://openalex.org/W1550931451"],"abstract_inverted_index":{"The":[0,145],"COVID-19":[1,67],"pandemic":[2,41],"highlighted":[3],"the":[4,29,50,66,74,81,109,129,132,142,175,182,207,214],"role":[5],"of":[6,31,111,141,177,218],"urban":[7,60,136,193,238],"parks":[8,61,137],"as":[9,202],"green":[10],"spaces":[11],"in":[12,22,55,58,135,181,231],"mitigating":[13],"social":[14,56,105,114,118,151,178,223],"isolation":[15],"and":[16,52,64,69,117,138,168,205,216],"supporting":[17],"public":[18,228],"mental":[19],"health.":[20],"Research":[21],"this":[23,87],"area":[24],"is":[25,190],"limited":[26],"due":[27],"to":[28,48,104,108,127,227],"lack":[30],"large-scale":[32],"datasets.":[33],"Moreover,":[34],"timely":[35],"studies":[36],"are":[37],"indeed":[38],"necessary":[39],"under":[40],"conditions.":[42],"This":[43,234],"study":[44],"employs":[45],"quantitative":[46],"methods":[47],"analyze":[49],"temporal":[51],"spatial":[53],"changes":[54],"interaction":[57,115,119,152,179],"160":[59],"before,":[62],"during,":[63],"after":[65],"pandemic,":[68],"assesses":[70],"their":[71],"correlation":[72,130],"with":[73,150,158,174],"built":[75,143,146],"environment.":[76,144],"Social":[77],"media":[78],"data":[79,102],"from":[80],"Dianping":[82],"platform":[83],"were":[84],"collected":[85],"for":[86,210,251],"purpose.":[88],"A":[89],"two-step":[90],"analytical":[91],"approach":[92],"was":[93],"employed:":[94],"first,":[95],"machine":[96],"learning-based":[97],"keyword":[98],"analysis":[99],"identified":[100],"review":[101],"related":[103],"interaction,":[106,224],"leading":[107],"construction":[110],"two":[112,133],"indicators:":[113],"intensity":[116,153],"recovery":[120,176],"rate.":[121],"Second,":[122],"we":[123],"applied":[124],"regression":[125],"models":[126],"explore":[128],"between":[131],"indicators":[134],"18":[139],"characteristics":[140,148],"environment":[147],"associated":[149],"varied":[154],"across":[155],"different":[156],"periods,":[157],"seven":[159],"factors,":[160],"including":[161],"natural":[162],"landscapes,":[163],"perceptual":[164],"experience,":[165],"building":[166],"density,":[167],"road":[169],"intersections,":[170],"showing":[171],"significant":[172],"correlations":[173],"capabilities":[180],"post-pandemic":[183],"era.":[184],"Based":[185],"on":[186],"these":[187],"findings,":[188],"it":[189],"recommended":[191],"that":[192,237],"planners":[194],"consider":[195],"integrating":[196],"more":[197],"flexible":[198],"design":[199,240],"element,":[200],"such":[201],"adding":[203],"greenery":[204],"enriching":[206],"audio-visual":[208],"experience":[209],"visitors.":[211],"Furthermore,":[212],"enhancing":[213],"quality":[215],"accessibility":[217],"park":[219,239],"amenities":[220],"can":[221],"foster":[222],"thereby":[225],"contributing":[226],"health":[229],"resilience":[230],"future":[232],"crises.":[233],"research":[235],"recommends":[236],"should":[241],"not":[242],"only":[243],"support":[244],"communities\u2019":[245],"immediate":[246],"needs":[247],"but":[248],"also":[249],"prepare":[250],"unforeseen":[252],"challenges.":[253]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}