{"id":"https://openalex.org/W2981429814","doi":"https://doi.org/10.1145/3331453.3362057","title":"Application of Machine Learning in Comprehensive Evaluation of Agricultural High-tech","display_name":"Application of Machine Learning in Comprehensive Evaluation of Agricultural High-tech","publication_year":2019,"publication_date":"2019-10-21","ids":{"openalex":"https://openalex.org/W2981429814","doi":"https://doi.org/10.1145/3331453.3362057","mag":"2981429814"},"language":"en","primary_location":{"id":"doi:10.1145/3331453.3362057","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3331453.3362057","pdf_url":null,"source":{"id":"https://openalex.org/S4306523809","display_name":"Proceedings of the 3rd International Conference on Computer Science and Application Engineering","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computer Science and Application Engineering","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":"https://openalex.org/A5013616455","display_name":"Cui Wang","orcid":"https://orcid.org/0000-0002-1610-2541"},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cui Wang","raw_affiliation_strings":["Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China and School of Information Science and Engineering, Shandong Agriculture and Engineering University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China and School of Information Science and Engineering, Shandong Agriculture and Engineering University, Jinan, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102883636","display_name":"Shihong Liu","orcid":"https://orcid.org/0000-0002-2106-1772"},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihong Liu","raw_affiliation_strings":["Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109357617","display_name":"Huoguo Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huoguo Zheng","raw_affiliation_strings":["Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108059806","display_name":"Haiyan Hu","orcid":"https://orcid.org/0000-0002-2822-2823"},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyan Hu","raw_affiliation_strings":["Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046970073","display_name":"Song Linpeng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linpeng Song","raw_affiliation_strings":["Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]}],"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":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12567","display_name":"Heat transfer and supercritical fluids","score":0.9330999851226807,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12567","display_name":"Heat transfer and supercritical fluids","score":0.9330999851226807,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.79668128490448},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7372773289680481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7102384567260742},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6305896043777466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.619917631149292},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5044468641281128},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4634644091129303},{"id":"https://openalex.org/keywords/high-tech","display_name":"High tech","score":0.4452480375766754},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.43157529830932617},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3641643524169922},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34595564007759094},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.29427993297576904},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15191608667373657}],"concepts":[{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.79668128490448},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7372773289680481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7102384567260742},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6305896043777466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.619917631149292},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5044468641281128},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4634644091129303},{"id":"https://openalex.org/C191920346","wikidata":"https://www.wikidata.org/wiki/Q466410","display_name":"High tech","level":2,"score":0.4452480375766754},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.43157529830932617},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3641643524169922},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34595564007759094},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.29427993297576904},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15191608667373657},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3331453.3362057","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3331453.3362057","pdf_url":null,"source":{"id":"https://openalex.org/S4306523809","display_name":"Proceedings of the 3rd International Conference on Computer Science and Application Engineering","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2713294981","https://openalex.org/W2969320433"],"related_works":["https://openalex.org/W4318028252","https://openalex.org/W4206658728","https://openalex.org/W2385683470","https://openalex.org/W2605508318","https://openalex.org/W3134416257","https://openalex.org/W2322155822","https://openalex.org/W1745582813","https://openalex.org/W3116257295","https://openalex.org/W2325384277","https://openalex.org/W2357152830"],"abstract_inverted_index":{"Under":[0],"the":[1,4,38,50,55,90,116,128,131,146,151,155,159,170,174,190,206],"background":[2],"of":[3,7,33,40,52,58,137,172,193,208],"national":[5],"policy":[6],"promoting":[8],"agriculture":[9],"through":[10],"science":[11],"and":[12,25,64,96,106,135,158,200,203],"technology,":[13],"agricultural":[14,99,138,194,209],"high-tech":[15,100,195,210],"are":[16,104,122],"emerging":[17],"continuously.":[18],"How":[19],"to":[20,27,36,126,189],"evaluate":[21],"these":[22],"technologies":[23],"objectively":[24],"efficiently":[26],"help":[28],"enterprises":[29],"make":[30],"decisions":[31],"is":[32,93,168,178,196],"great":[34],"significance":[35],"promote":[37],"industrialization":[39],"technologies.":[41],"To":[42,78,110],"solve":[43],"problems":[44],"in":[45,101],"traditional":[46],"evaluation":[47,53,70,82,134,192],"process,such":[48],"as":[49,124],"lag":[51],"method,":[54],"subjective":[56],"influence":[57],"experts,":[59],"time":[60],"consuming,":[61],"labor":[62],"consuming":[63],"low":[65],"efficiency,":[66],"an":[67],"intelligent":[68,132],"comprehensive":[69,133,191,211],"method":[71],"based":[72],"on":[73],"machine":[74],"learning":[75],"was":[76],"proposed.":[77],"establish":[79],"a":[80],"hierarchical":[81],"index":[83,91],"system":[84,92],"using":[85],"Analytic":[86],"Hierarchy":[87],"Process":[88],"(AHP),":[89],"firstly":[94],"quantified,":[95],"then":[97],"25":[98],"different":[102],"fields":[103],"selected":[105,123],"scored":[107],"by":[108,163],"experts;":[109],"build":[111],"BP":[112,164,185],"Neural":[113,165,186],"Network":[114,187],"model,":[115,129,150],"data":[117],"obtained":[118,162],"from":[119],"experts'":[120],"experience":[121],"samples":[125],"train":[127],"achieve":[130],"calculation":[136],"high-tech.":[139],"The":[140],"experiment":[141],"proves":[142],"that":[143,184],"compared":[144],"with":[145,197],"Support":[147],"Vector":[148],"Machine(SVM)":[149],"absolute":[152],"error":[153,177],"between":[154],"output":[156],"value":[157,161],"real":[160],"Network(BP-NN)":[166],"model":[167],"within":[169],"range":[171],"(-0.06~0.08),":[173],"average":[175],"relative":[176],"0.0265%.":[179],"It":[180],"can":[181,204],"be":[182],"seen":[183],"applied":[188],"high":[198],"accuracy":[199],"simple":[201],"usage,":[202],"meet":[205],"requirements":[207],"evaluation.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}