{"id":"https://openalex.org/W4225138583","doi":"https://doi.org/10.1155/2022/6283481","title":"Influence and Effectiveness Analysis of Urban Community Planning on Children\u2019s Play Environment Based on Artificial Intelligence","display_name":"Influence and Effectiveness Analysis of Urban Community Planning on Children\u2019s Play Environment Based on Artificial Intelligence","publication_year":2022,"publication_date":"2022-04-30","ids":{"openalex":"https://openalex.org/W4225138583","doi":"https://doi.org/10.1155/2022/6283481"},"language":"en","primary_location":{"id":"doi:10.1155/2022/6283481","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/6283481","pdf_url":"https://downloads.hindawi.com/journals/js/2022/6283481.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/js/2022/6283481.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005351687","display_name":"Tianzhu Zheng","orcid":"https://orcid.org/0000-0003-3998-0715"},"institutions":[{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianzhu Zheng","raw_affiliation_strings":["School of Preschool Education, Qiongtai Normal University, Haikou 571100, China"],"raw_orcid":"https://orcid.org/0000-0003-3998-0715","affiliations":[{"raw_affiliation_string":"School of Preschool Education, Qiongtai Normal University, Haikou 571100, China","institution_ids":["https://openalex.org/I4210089944"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019857598","display_name":"Haifang Qin","orcid":"https://orcid.org/0009-0004-4649-4090"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifang Qin","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005351687"],"corresponding_institution_ids":["https://openalex.org/I4210089944"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05036947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.8159999847412109,"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"}},"topics":[{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.8159999847412109,"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"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.771399974822998,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.7465000152587891,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/plan","display_name":"Plan (archaeology)","score":0.6366721391677856},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6254562139511108},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6062389612197876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5255217552185059},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5107088685035706},{"id":"https://openalex.org/keywords/path-analysis","display_name":"Path analysis (statistics)","score":0.4810931384563446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47166430950164795},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35509759187698364},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3236199617385864},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1832045614719391},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10492679476737976}],"concepts":[{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.6366721391677856},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6254562139511108},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6062389612197876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5255217552185059},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5107088685035706},{"id":"https://openalex.org/C82793941","wikidata":"https://www.wikidata.org/wiki/Q1046024","display_name":"Path analysis (statistics)","level":2,"score":0.4810931384563446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47166430950164795},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35509759187698364},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3236199617385864},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1832045614719391},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10492679476737976},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2022/6283481","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/6283481","pdf_url":"https://downloads.hindawi.com/journals/js/2022/6283481.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:424a3225ded84c5ca55530e57c8c2208","is_oa":false,"landing_page_url":"https://doaj.org/article/424a3225ded84c5ca55530e57c8c2208","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Sensors, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/6283481","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/6283481","pdf_url":"https://downloads.hindawi.com/journals/js/2022/6283481.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4225138583.pdf","grobid_xml":"https://content.openalex.org/works/W4225138583.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1988245217","https://openalex.org/W2009694243","https://openalex.org/W2031996015","https://openalex.org/W2043883356","https://openalex.org/W2075019086","https://openalex.org/W2102640311","https://openalex.org/W2106577732","https://openalex.org/W2145804350","https://openalex.org/W2344392643","https://openalex.org/W2736112408","https://openalex.org/W2989909204","https://openalex.org/W3007830556"],"related_works":["https://openalex.org/W2372415543","https://openalex.org/W2354205711","https://openalex.org/W2808717917","https://openalex.org/W2377292223","https://openalex.org/W2366584243","https://openalex.org/W2376563992","https://openalex.org/W2360006733","https://openalex.org/W4304590249","https://openalex.org/W2366368367","https://openalex.org/W2385996327"],"abstract_inverted_index":{"With":[0],"the":[1,4,6,13,29,35,63,96,101,105,110,119,131],"development":[2],"of":[3,8,16,68,104,133],"times,":[5],"progress":[7],"science":[9],"and":[10,12,19,43,52,57,65,76,79,87,99,109,124,136,150],"technology,":[11],"growing":[14],"needs":[15],"people,":[17],"more":[18,20],"urban":[21,31,93],"community":[22,32,135],"planning":[23,64],"chooses":[24],"artificial":[25],"intelligence":[26],"to":[27,45,85,129],"replace":[28],"traditional":[30],"planning,":[33],"at":[34],"same":[36],"time,":[37],"it":[38],"also":[39],"brings":[40],"new":[41],"influences":[42],"changes":[44],"children\u2019s":[46,72,89,134],"play":[47,90],"environment.":[48],"Firstly,":[49],"GA,":[50],"BP,":[51],"GA-BP":[53,123],"algorithms":[54,126],"are":[55,74,83],"explained,":[56],"IGA-BP":[58,114,125,140],"algorithm":[59,78,115,141],"is":[60],"proposed.":[61],"Secondly,":[62],"allocation":[66],"schemes":[67],"different":[69],"communities":[70],"in":[71,92,145],"environment":[73,91],"planned,":[75],"genetic":[77],"BP":[80],"neural":[81],"network":[82],"used":[84,128],"plan":[86],"apply":[88],"communities.":[94],"Finally,":[95],"experiment":[97],"compares":[98],"predicts":[100],"optimal":[102,120],"path":[103],"above":[106],"three":[107],"algorithms,":[108],"results":[111],"show":[112],"that":[113],"can":[116],"wait":[117],"for":[118],"path.":[121],"Then,":[122],"were":[127],"compare":[130],"heat":[132,146],"other":[137],"related":[138],"indicators.":[139],"has":[142],"obvious":[143],"advantages":[144],"prediction,":[147],"absolute":[148],"error,":[149],"relative":[151],"error.":[152]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
