{"id":"https://openalex.org/W4391331105","doi":"https://doi.org/10.1145/3633624.3633632","title":"Application of BP neural network model based on genetic algorithm to population data analysis and prediction in a province of China","display_name":"Application of BP neural network model based on genetic algorithm to population data analysis and prediction in a province of China","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4391331105","doi":"https://doi.org/10.1145/3633624.3633632"},"language":"en","primary_location":{"id":"doi:10.1145/3633624.3633632","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633624.3633632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 5th International Conference on Big-data Service and Intelligent Computation","raw_type":"proceedings-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/A5052412086","display_name":"Jieqi Ru","orcid":"https://orcid.org/0009-0000-9055-7301"},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jieqi Ru","raw_affiliation_strings":["Qinghai University, China"],"raw_orcid":"https://orcid.org/0009-0000-9055-7301","affiliations":[{"raw_affiliation_string":"Qinghai University, China","institution_ids":["https://openalex.org/I116265982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061711042","display_name":"Linyu Liang","orcid":"https://orcid.org/0009-0003-2228-0891"},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyu Liang","raw_affiliation_strings":["Qinghai University, China"],"raw_orcid":"https://orcid.org/0009-0003-2228-0891","affiliations":[{"raw_affiliation_string":"Qinghai University, China","institution_ids":["https://openalex.org/I116265982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102933688","display_name":"Lingya Kong","orcid":"https://orcid.org/0009-0005-7917-4242"},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingya Kong","raw_affiliation_strings":["Qinghai University, China"],"raw_orcid":"https://orcid.org/0009-0005-7917-4242","affiliations":[{"raw_affiliation_string":"Qinghai University, China","institution_ids":["https://openalex.org/I116265982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100352023","display_name":"Yuhui Liu","orcid":"https://orcid.org/0000-0002-2279-3019"},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhui Liu","raw_affiliation_strings":["Qinghai University, China"],"raw_orcid":"https://orcid.org/0000-0002-2279-3019","affiliations":[{"raw_affiliation_string":"Qinghai University, China","institution_ids":["https://openalex.org/I116265982"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052412086"],"corresponding_institution_ids":["https://openalex.org/I116265982"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21292988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"50","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13909","display_name":"Environmental Quality and Pollution","score":0.3237999975681305,"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"}},"topics":[{"id":"https://openalex.org/T13909","display_name":"Environmental Quality and Pollution","score":0.3237999975681305,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.29260000586509705,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7071490287780762},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6342986822128296},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6317795515060425},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.4987525939941406},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4327470660209656},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42284345626831055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38893917202949524},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3744039535522461},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.373481422662735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28607457876205444},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09245938062667847},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.07027119398117065}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7071490287780762},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6342986822128296},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6317795515060425},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.4987525939941406},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4327470660209656},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42284345626831055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38893917202949524},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3744039535522461},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.373481422662735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28607457876205444},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09245938062667847},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.07027119398117065},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3633624.3633632","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633624.3633632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 5th International Conference on Big-data Service and Intelligent Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"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":{"A":[0],"province":[1,24],"is":[2,102,107,116],"faced":[3],"with":[4],"a":[5,23,61],"severe":[6],"population":[7,16,53,57],"situation,":[8],"and":[9,12,29,34,38,56,66,83,91,122,132,140,144],"the":[10,20,47,51,64,75,89,94,104,111,124,127,134,142,147],"analysis":[11,82,86],"accurate":[13,48,120],"prediction":[14,49],"of":[15,22,50,60,99,126,146],"data":[17],"can":[18],"help":[19],"government":[21],"to":[25,31,87,109,118],"formulate":[26],"correct":[27],"policies":[28],"strategies,":[30],"allocate":[32],"labor":[33],"resources":[35],"more":[36,119],"reasonably,":[37],"further":[39],"promote":[40],"social":[41],"development.":[42],"This":[43],"paper":[44,101],"mainly":[45],"studies":[46],"future":[52],"birth":[54],"number":[55],"growth":[58],"rate":[59],"province,":[62],"establishes":[63],"Malthus":[65],"Logistic":[67],"mixed":[68],"model,":[69,73],"BP":[70,112],"neural":[71,113],"network":[72],"uses":[74],"least":[76],"square":[77],"method,":[78],"genetic":[79,105],"algorithm,":[80],"correlation":[81],"principal":[84],"component":[85],"solve":[88],"problem,":[90],"finally":[92],"gives":[93],"result.":[95],"The":[96],"biggest":[97],"highlight":[98],"this":[100,138],"that":[103],"algorithm":[106],"used":[108],"optimize":[110],"network,":[114],"which":[115],"conducive":[117],"results":[121],"enhances":[123],"persuasion":[125],"model.":[128],"Finally,":[129],"we":[130],"discuss":[131],"analyze":[133],"model":[135,148],"established":[136],"in":[137],"paper,":[139],"evaluate":[141],"advantages":[143],"disadvantages":[145],"comprehensively.":[149]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
