{"id":"https://openalex.org/W4398142531","doi":"https://doi.org/10.3390/ijgi13050167","title":"Community Quality Evaluation for Socially Sustainable Regeneration: A Study Using Multi-Sourced Geospatial Data and AI-Based Image Semantic Segmentation","display_name":"Community Quality Evaluation for Socially Sustainable Regeneration: A Study Using Multi-Sourced Geospatial Data and AI-Based Image Semantic Segmentation","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4398142531","doi":"https://doi.org/10.3390/ijgi13050167"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi13050167","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13050167","pdf_url":"https://www.mdpi.com/2220-9964/13/5/167/pdf?version=1716215926","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://www.mdpi.com/2220-9964/13/5/167/pdf?version=1716215926","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065922510","display_name":"Jinliu Chen","orcid":"https://orcid.org/0000-0002-5343-0851"},"institutions":[{"id":"https://openalex.org/I4210124711","display_name":"Suzhou Art & Design Technology Institute","ror":"https://ror.org/02s83b296","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210124711"]},{"id":"https://openalex.org/I4403386725","display_name":"Suzhou City University","ror":"https://ror.org/025jsyk19","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinliu Chen","raw_affiliation_strings":["School of Art and Design, Suzhou City University, Suzhou 215000, China","Suzhou Institute of Future City Design, Suzhou City University, Suzhou 215000, China"],"raw_orcid":"https://orcid.org/0000-0002-5343-0851","affiliations":[{"raw_affiliation_string":"School of Art and Design, Suzhou City University, Suzhou 215000, China","institution_ids":["https://openalex.org/I4210124711","https://openalex.org/I4403386725"]},{"raw_affiliation_string":"Suzhou Institute of Future City Design, Suzhou City University, Suzhou 215000, China","institution_ids":["https://openalex.org/I4403386725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009487969","display_name":"Wenquan Gan","orcid":"https://orcid.org/0009-0009-6604-8406"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]},{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Wenquan Gan","raw_affiliation_strings":["School of Design, Xi\u2019an Jiaotong-Liverpool University, Suzhou 215123, China","School of Environmental Science, University of Liverpool, Liverpool L69 3BX, UK","School of Design, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China"],"raw_orcid":"https://orcid.org/0009-0009-6604-8406","affiliations":[{"raw_affiliation_string":"School of Design, Xi\u2019an Jiaotong-Liverpool University, Suzhou 215123, China","institution_ids":["https://openalex.org/I69356397"]},{"raw_affiliation_string":"School of Environmental Science, University of Liverpool, Liverpool L69 3BX, UK","institution_ids":["https://openalex.org/I146655781"]},{"raw_affiliation_string":"School of Design, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100645561","display_name":"Ning Liu","orcid":"https://orcid.org/0000-0003-0956-3208"},"institutions":[{"id":"https://openalex.org/I4210124711","display_name":"Suzhou Art & Design Technology Institute","ror":"https://ror.org/02s83b296","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210124711"]},{"id":"https://openalex.org/I4403386725","display_name":"Suzhou City University","ror":"https://ror.org/025jsyk19","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Liu","raw_affiliation_strings":["School of Art and Design, Suzhou City University, Suzhou 215000, China","Suzhou Institute of Future City Design, Suzhou City University, Suzhou 215000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Art and Design, Suzhou City University, Suzhou 215000, China","institution_ids":["https://openalex.org/I4210124711","https://openalex.org/I4403386725"]},{"raw_affiliation_string":"Suzhou Institute of Future City Design, Suzhou City University, Suzhou 215000, China","institution_ids":["https://openalex.org/I4403386725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432317","display_name":"Pengcheng Li","orcid":"https://orcid.org/0000-0002-5695-9304"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengcheng Li","raw_affiliation_strings":["School of Architecture and Urban Planning, Suzhou University of Science and Technology, Suzhou 215000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Urban Planning, Suzhou University of Science and Technology, Suzhou 215000, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119888120","display_name":"Haoqi Wang","orcid":"https://orcid.org/0009-0006-1302-0694"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haoqi Wang","raw_affiliation_strings":["Faculty of Architecture, The University of Hong Kong, Pokfulam Rd, Hong Kong SAR 999077, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Architecture, The University of Hong Kong, Pokfulam Rd, Hong Kong SAR 999077, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064378869","display_name":"Xiaoxin Zhao","orcid":"https://orcid.org/0000-0002-8610-3603"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoxin Zhao","raw_affiliation_strings":["School of Architecture and Urban Planning, Nanjing University, Nanjing 210023, China"],"raw_orcid":"https://orcid.org/0000-0002-8610-3603","affiliations":[{"raw_affiliation_string":"School of Architecture and Urban Planning, Nanjing University, Nanjing 210023, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100582356","display_name":"Di Yang","orcid":"https://orcid.org/0000-0002-8617-2000"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Yang","raw_affiliation_strings":["College of Architecture and Urban Planning, Fujian University of Technology, Fuzhou 350118, China","Key Laboratory of Spatial Intelligent Planning Technology, Ministry of Natural Resources, Beijing 101160, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Architecture and Urban Planning, Fujian University of Technology, Fuzhou 350118, China","institution_ids":["https://openalex.org/I83791580"]},{"raw_affiliation_string":"Key Laboratory of Spatial Intelligent Planning Technology, Ministry of Natural Resources, Beijing 101160, China","institution_ids":["https://openalex.org/I890469752","https://openalex.org/I211433327"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5064378869"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":11.3763,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.99139046,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":"5","first_page":"167","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.975600004196167,"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/T11479","display_name":"Smart Cities and Technologies","score":0.95660001039505,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.8611697554588318},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5673165917396545},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5520741939544678},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5105815529823303},{"id":"https://openalex.org/keywords/regeneration","display_name":"Regeneration (biology)","score":0.4599115252494812},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3277449905872345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3159909248352051},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.27595633268356323},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.17577242851257324}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8611697554588318},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5673165917396545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5520741939544678},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5105815529823303},{"id":"https://openalex.org/C171056886","wikidata":"https://www.wikidata.org/wiki/Q193119","display_name":"Regeneration (biology)","level":2,"score":0.4599115252494812},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3277449905872345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3159909248352051},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.27595633268356323},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.17577242851257324},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/ijgi13050167","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13050167","pdf_url":"https://www.mdpi.com/2220-9964/13/5/167/pdf?version=1716215926","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:doaj.org/article:375203485fde41c995e1a91a6fd6d8ec","is_oa":true,"landing_page_url":"https://doaj.org/article/375203485fde41c995e1a91a6fd6d8ec","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 13, Iss 5, p 167 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ijgi13050167","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13050167","pdf_url":"https://www.mdpi.com/2220-9964/13/5/167/pdf?version=1716215926","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":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7400000095367432}],"awards":[{"id":"https://openalex.org/G1034794124","display_name":null,"funder_award_id":"20230303","funder_id":"https://openalex.org/F4320322643","funder_display_name":"Ministry of Land and Resources of the People's Republic of China"},{"id":"https://openalex.org/G2002875871","display_name":null,"funder_award_id":"2022J05193","funder_id":"https://openalex.org/F4320322643","funder_display_name":"Ministry of Land and Resources of the People's Republic of China"},{"id":"https://openalex.org/G2753726505","display_name":null,"funder_award_id":"22BH148","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3045053086","display_name":null,"funder_award_id":"22BH148","funder_id":"https://openalex.org/F4320322643","funder_display_name":"Ministry of Land and Resources of the People's Republic of China"},{"id":"https://openalex.org/G3745492255","display_name":null,"funder_award_id":"52208062","funder_id":"https://openalex.org/F4320322643","funder_display_name":"Ministry of Land and Resources of the People's Republic of China"},{"id":"https://openalex.org/G4401486358","display_name":null,"funder_award_id":"22BH148","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"},{"id":"https://openalex.org/G519596297","display_name":null,"funder_award_id":"52208062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5508848253","display_name":null,"funder_award_id":"2023SGY009","funder_id":"https://openalex.org/F4320322643","funder_display_name":"Ministry of Land and Resources of the People's Republic of China"},{"id":"https://openalex.org/G5792199236","display_name":null,"funder_award_id":"20230303","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6852296439","display_name":null,"funder_award_id":"2022SJYB0006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7641953560","display_name":null,"funder_award_id":"2023SGY009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8341111917","display_name":null,"funder_award_id":"2022J05193","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8717877015","display_name":null,"funder_award_id":"2022SJYB0006","funder_id":"https://openalex.org/F4320322643","funder_display_name":"Ministry of Land and Resources of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322643","display_name":"Ministry of Land and Resources of the People's Republic of China","ror":"https://ror.org/02kxqx159"},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4398142531.pdf"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W1764053936","https://openalex.org/W1902387819","https://openalex.org/W1968912676","https://openalex.org/W1996569538","https://openalex.org/W2000799204","https://openalex.org/W2006352052","https://openalex.org/W2011037183","https://openalex.org/W2012301363","https://openalex.org/W2012470100","https://openalex.org/W2027808287","https://openalex.org/W2030452699","https://openalex.org/W2040477362","https://openalex.org/W2046078150","https://openalex.org/W2046442636","https://openalex.org/W2065895166","https://openalex.org/W2069184303","https://openalex.org/W2069412833","https://openalex.org/W2071854134","https://openalex.org/W2089254379","https://openalex.org/W2092553756","https://openalex.org/W2103525717","https://openalex.org/W2119489904","https://openalex.org/W2148600709","https://openalex.org/W2161239840","https://openalex.org/W2166939519","https://openalex.org/W2362771736","https://openalex.org/W2399895530","https://openalex.org/W2517491419","https://openalex.org/W2568883667","https://openalex.org/W2728446802","https://openalex.org/W2757375999","https://openalex.org/W2785396224","https://openalex.org/W2800306634","https://openalex.org/W2907935551","https://openalex.org/W2946374225","https://openalex.org/W2965484259","https://openalex.org/W2986468740","https://openalex.org/W2990162095","https://openalex.org/W3010059523","https://openalex.org/W3010184311","https://openalex.org/W3027057959","https://openalex.org/W3049666043","https://openalex.org/W3087576023","https://openalex.org/W3092436147","https://openalex.org/W3094521221","https://openalex.org/W3099491367","https://openalex.org/W3110982919","https://openalex.org/W3111162808","https://openalex.org/W3201788376","https://openalex.org/W3211264242","https://openalex.org/W4206530404","https://openalex.org/W4210705927","https://openalex.org/W4220807518","https://openalex.org/W4224247553","https://openalex.org/W4280625179","https://openalex.org/W4281742566","https://openalex.org/W4283592597","https://openalex.org/W4295067455","https://openalex.org/W4309006717","https://openalex.org/W4309198791","https://openalex.org/W4313287989","https://openalex.org/W4321793516","https://openalex.org/W4323046401","https://openalex.org/W4376279179","https://openalex.org/W4377103775","https://openalex.org/W4382561865","https://openalex.org/W4388424009","https://openalex.org/W4393141798","https://openalex.org/W4394996435","https://openalex.org/W6633591793","https://openalex.org/W6846823702"],"related_works":["https://openalex.org/W4367313141","https://openalex.org/W2004086023","https://openalex.org/W2733999579","https://openalex.org/W4280507437","https://openalex.org/W3118689035","https://openalex.org/W2553922746","https://openalex.org/W3048452028","https://openalex.org/W2001703222","https://openalex.org/W2331360809","https://openalex.org/W4379390828"],"abstract_inverted_index":{"The":[0,86,119,243],"Chinese":[1],"urban":[2,12,25,45,186,236],"regeneration":[3,237,266],"movement":[4],"underscores":[5],"a":[6,34,40,68,125,222,255],"\u201cpeople-oriented\u201d":[7],"paradigm,":[8],"aimed":[9],"at":[10,271],"addressing":[11],"challenges":[13],"stemming":[14],"from":[15,82],"rapid":[16],"prior":[17],"urbanization,":[18],"while":[19],"striving":[20],"for":[21,43,73,226,234,258],"high-quality":[22],"and":[23,96,116,196,201,211,240,250,268],"sustainable":[24,36,265],"development.":[26],"At":[27],"the":[28,83,105,129,137,144,150,158,174,185,192,216,232,272],"community":[29,50,75,162,175,229,260,273],"level,":[30],"fostering":[31],"quality":[32,51,163,176,190,198,206],"through":[33,124],"socially":[35,264],"perspective":[37],"(SSP)":[38],"is":[39,122,181],"pivotal":[41],"strategy":[42],"people-oriented":[44],"regeneration.":[46],"Nonetheless,":[47],"explorations":[48],"of":[49,107,111,136,160,204],"assessments":[52],"grounded":[53],"in":[54,61,128,178,215],"an":[55,89],"SSP":[56,84],"have":[57],"been":[58],"notably":[59,182],"scarce":[60],"recent":[62],"scholarly":[63],"discourse.":[64],"This":[65,219],"study":[66,127],"pioneers":[67,221],"multidimensional":[69],"quantitative":[70],"model":[71],"(MQM)":[72],"gauging":[74],"quality,":[76,230,261],"leveraging":[77],"diverse":[78],"geospatial":[79,171,248],"data":[80,103,249],"sources":[81],"framework.":[85],"MQM":[87,145],"introduces":[88],"evaluative":[90],"framework":[91],"with":[92,169,184,209],"\u201cPatency,":[93],"Convenience,":[94],"Comfort,":[95],"Safety\u201d":[97],"as":[98],"primary":[99],"indicators,":[100],"integrating":[101],"multi-sourced":[102,170,247],"encompassing":[104],"area":[106,195],"interest":[108],"(AOI),":[109],"Point":[110],"Interest":[112],"(POI),":[113],"Weibo":[114],"check-ins,":[115],"Dianping":[117],"data.":[118],"model\u2019s":[120],"efficacy":[121],"demonstrated":[123],"case":[126],"Gusu":[130,138,179],"district,":[131],"Suzhou.":[132],"Furthermore,":[133],"semantic":[134,154,252],"analysis":[135,155],"district\u2019s":[139],"street":[140],"view":[141],"photos":[142],"validates":[143],"results.":[146],"Our":[147],"findings":[148],"reveal":[149],"following:":[151],"(1)":[152],"AI-based":[153,251],"accurately":[156],"verifies":[157],"validity":[159],"MQM-generated":[161],"measurements,":[164],"establishing":[165],"its":[166],"robust":[167],"applicability":[168],"data;":[172],"(2)":[173],"distribution":[177],"district":[180],"correlated":[183],"fabric,":[187],"exhibiting":[188],"lower":[189],"within":[191],"ancient":[193],"town":[194],"higher":[197],"outside":[199],"it;":[200],"(3)":[202],"communities":[203,213],"varying":[205],"coexist":[207],"spatially,":[208],"high-":[210],"low-quality":[212],"overlapping":[214],"same":[217],"regions.":[218],"research":[220],"systematic,":[223],"holistic":[224],"methodology":[225],"quantitatively":[227],"measuring":[228],"laying":[231],"groundwork":[233],"informed":[235],"policies,":[238],"planning,":[239],"place":[241],"making.":[242],"MQM,":[244],"fortified":[245],"by":[246],"analysis,":[253],"offers":[254],"rigorous":[256],"foundation":[257],"assessing":[259],"thereby":[262],"guiding":[263],"initiatives":[267],"decision":[269],"making":[270],"scale.":[274]},"counts_by_year":[{"year":2026,"cited_by_count":21},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":8}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}