{"id":"https://openalex.org/W4412524869","doi":"https://doi.org/10.1145/3735014.3735913","title":"Big Data-Driven Optimization of Agricultural Resource Allocation Efficiency Using the DEA Model","display_name":"Big Data-Driven Optimization of Agricultural Resource Allocation Efficiency Using the DEA Model","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4412524869","doi":"https://doi.org/10.1145/3735014.3735913"},"language":"en","primary_location":{"id":"doi:10.1145/3735014.3735913","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3735014.3735913","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Big Data Mining and Information Processing","raw_type":"proceedings-article"},"type":"conference-paper","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":null,"display_name":"Yanfang Zhang","orcid":"https://orcid.org/0009-0001-6124-2308"},"institutions":[{"id":"https://openalex.org/I4210137558","display_name":"Beijing University of Agriculture","ror":"https://ror.org/03t9adt98","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210137558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfang Zhang","raw_affiliation_strings":["Department of Basic Courses, Beijing University of Agriculture, Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-6124-2308","affiliations":[{"raw_affiliation_string":"Department of Basic Courses, Beijing University of Agriculture, Beijing, Beijing, China","institution_ids":["https://openalex.org/I4210137558"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nuandong Fang","orcid":"https://orcid.org/0009-0002-0424-1701"},"institutions":[{"id":"https://openalex.org/I98301712","display_name":"Baidu (China)","ror":"https://ror.org/03vs3wt56","country_code":"CN","type":"company","lineage":["https://openalex.org/I98301712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nuandong Fang","raw_affiliation_strings":["University Cooperation Department, Baidu Online Network Technology (Beijing) Co., Ltd, Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0002-0424-1701","affiliations":[{"raw_affiliation_string":"University Cooperation Department, Baidu Online Network Technology (Beijing) Co., Ltd, Beijing, Beijing, China","institution_ids":["https://openalex.org/I98301712"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108935848","display_name":"Jia Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I98301712","display_name":"Baidu (China)","ror":"https://ror.org/03vs3wt56","country_code":"CN","type":"company","lineage":["https://openalex.org/I98301712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Wu","raw_affiliation_strings":["University Cooperation Department, Baidu Online Network Technology (Beijing) Co., Ltd, Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-9320-0250","affiliations":[{"raw_affiliation_string":"University Cooperation Department, Baidu Online Network Technology (Beijing) Co., Ltd, Beijing, Beijing, China","institution_ids":["https://openalex.org/I98301712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9304999709129333,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9304999709129333,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6837237477302551},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.635558009147644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6286258101463318},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5795235633850098},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.493995726108551},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4328381419181824},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.42921745777130127},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3218191862106323},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.18052077293395996},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.165262371301651},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1362627148628235},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10325458645820618},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0639592707157135}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6837237477302551},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.635558009147644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6286258101463318},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5795235633850098},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.493995726108551},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4328381419181824},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.42921745777130127},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3218191862106323},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.18052077293395996},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.165262371301651},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1362627148628235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10325458645820618},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0639592707157135},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3735014.3735913","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3735014.3735913","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Big Data Mining and Information Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W3081971321","https://openalex.org/W4280525327","https://openalex.org/W4386788181"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W4315630413","https://openalex.org/W2153007255"],"abstract_inverted_index":{"With":[0],"the":[1,28,36,90,126,138,150,160,172],"advancement":[2],"of":[3,31,79,96,140,162,174],"agricultural":[4,10,32,50,97,110,163,175],"modernization,":[5],"how":[6],"to":[7,17,26,42],"efficiently":[8],"allocate":[9],"resources":[11,33],"has":[12],"become":[13],"an":[14],"urgent":[15],"problem":[16],"be":[18],"solved.":[19],"This":[20],"study":[21],"uses":[22,35],"big":[23,151],"data":[24,37],"technology":[25],"optimize":[27,159],"allocation":[29,106,165],"efficiency":[30,107,161,173],"and":[34,57,64,81,83,93,112,118,143,158,166],"envelopment":[38],"analysis":[39,124],"(DEA)":[40],"model":[41,60,154],"carry":[43],"out":[44],"empirical":[45],"analysis.":[46],"Therefore,":[47],"10":[48],"representative":[49],"enterprises":[51,114],"are":[52],"selected":[53],"as":[54,136],"research":[55],"samples,":[56],"a":[58],"DEA":[59,127,153],"containing":[61],"various":[62],"input":[63,70,117],"output":[65,87,120],"factors":[66,142],"is":[67],"constructed.":[68],"Regarding":[69],"factors,":[71,88],"it":[72],"covers":[73],"land":[74],"area,":[75],"labor":[76],"force,":[77],"consumption":[78],"fertilizers":[80],"pesticides,":[82],"distribution":[84],"costs.":[85],"As":[86],"including":[89],"yield,":[91],"freshness":[92],"market":[94],"value":[95],"products.":[98],"The":[99],"results":[100],"show":[101],"obvious":[102],"differences":[103],"in":[104],"resource":[105,145,164],"among":[108],"different":[109],"enterprises,":[111],"some":[113],"have":[115],"redundant":[116],"insufficient":[119],"problems.":[121],"Through":[122],"in-depth":[123],"using":[125],"model,":[128],"this":[129],"paper":[130],"puts":[131],"forward":[132],"optimization":[133],"suggestions,":[134],"such":[135],"adjusting":[137],"proportion":[139],"production":[141],"reducing":[144],"waste.":[146],"Experiment":[147],"shows":[148],"that":[149],"data-driven":[152],"can":[155],"effectively":[156],"evaluate":[157],"provide":[167],"scientific":[168],"support":[169],"for":[170],"improving":[171],"production.":[176]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}