{"id":"https://openalex.org/W2228234937","doi":"https://doi.org/10.5334/dsj-2015-007","title":"Research on an Agricultural Knowledge Fusion Method for Big Data","display_name":"Research on an Agricultural Knowledge Fusion Method for Big Data","publication_year":2015,"publication_date":"2015-05-22","ids":{"openalex":"https://openalex.org/W2228234937","doi":"https://doi.org/10.5334/dsj-2015-007","mag":"2228234937"},"language":"en","primary_location":{"id":"doi:10.5334/dsj-2015-007","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2015-007","pdf_url":"https://storage.googleapis.com/jnl-up-j-dsj-files/journals/1/articles/559/submission/proof/559-1-1238-1-10-20150521.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://storage.googleapis.com/jnl-up-j-dsj-files/journals/1/articles/559/submission/proof/559-1-1238-1-10-20150521.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102476598","display_name":"Nengfu Xie","orcid":"https://orcid.org/0000-0003-3593-8480"},"institutions":[{"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"]},{"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nengfu Xie","raw_affiliation_strings":["Key Laboratory of Digital Agricultural Early-Warning Technology, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, Beijing 100081, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Agricultural Early-Warning Technology, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, Beijing 100081, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100720713","display_name":"Wensheng Wang","orcid":"https://orcid.org/0000-0002-8842-3432"},"institutions":[{"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"]},{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wensheng Wang","raw_affiliation_strings":["Key Laboratory of Digital Agricultural Early-Warning Technology, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, Beijing 100081, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Agricultural Early-Warning Technology, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, Beijing 100081, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070203482","display_name":"Bingxian Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bingxian Ma","raw_affiliation_strings":["School of Information Science and Engineering, University of Jinan, Jinan 250022"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan 250022","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003290363","display_name":"Xuefu Zhang","orcid":"https://orcid.org/0000-0002-3965-0567"},"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":"Xuefu Zhang","raw_affiliation_strings":["Key Laboratory of Digital Agricultural Early-Warning Technology, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, Beijing 100081, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Agricultural Early-Warning Technology, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, Beijing 100081, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046339814","display_name":"Wei Sun","orcid":"https://orcid.org/0000-0002-3424-9643"},"institutions":[{"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"]},{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Sun","raw_affiliation_strings":["Key Laboratory of Digital Agricultural Early-Warning Technology, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, Beijing 100081, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Agricultural Early-Warning Technology, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, Beijing 100081, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012170609","display_name":"Fenglei Guo","orcid":null},"institutions":[{"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"]},{"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fenglei Guo","raw_affiliation_strings":["Key Laboratory of Digital Agricultural Early-Warning Technology, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, Beijing 100081"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Agricultural Early-Warning Technology, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, Beijing 100081","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5012170609","https://openalex.org/A5070203482","https://openalex.org/A5102476598"],"corresponding_institution_ids":["https://openalex.org/I34949971","https://openalex.org/I4210093981","https://openalex.org/I4210138501"],"apc_list":{"value":350,"currency":"GBP","value_usd":429},"apc_paid":{"value":350,"currency":"GBP","value_usd":429},"fwci":8.2968,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.97368659,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"0","first_page":"7","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.8065000176429749,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.8065000176429749,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.7426000237464905,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.7056999802589417,"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/computer-science","display_name":"Computer science","score":0.7775925397872925},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7370555996894836},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6242883801460266},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.620032012462616},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5578452944755554},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.524387538433075},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.4527169167995453},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.4410395622253418},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4391999840736389},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4326988756656647},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.41135865449905396},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3205527067184448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24925607442855835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7775925397872925},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7370555996894836},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6242883801460266},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.620032012462616},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5578452944755554},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.524387538433075},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.4527169167995453},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4410395622253418},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4391999840736389},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4326988756656647},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.41135865449905396},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3205527067184448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24925607442855835},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5334/dsj-2015-007","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2015-007","pdf_url":"https://storage.googleapis.com/jnl-up-j-dsj-files/journals/1/articles/559/submission/proof/559-1-1238-1-10-20150521.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3de40427881f436dbd58c1004b14f6fa","is_oa":true,"landing_page_url":"https://doaj.org/article/3de40427881f436dbd58c1004b14f6fa","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal, Vol 14 (2015)","raw_type":"article"},{"id":"pmh:oai:ojs.datascience.codata.org:article/559","is_oa":true,"landing_page_url":"https://datascience.codata.org/jms/article/view/dsj-2015-007","pdf_url":null,"source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal; Vol 14 (2015); 7","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.5334/dsj-2015-007","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2015-007","pdf_url":"https://storage.googleapis.com/jnl-up-j-dsj-files/journals/1/articles/559/submission/proof/559-1-1238-1-10-20150521.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315466","display_name":"Center for Integrated Nanotechnologies","ror":"https://ror.org/031yh0y38"},{"id":"https://openalex.org/F4320323155","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750"},{"id":"https://openalex.org/F4320335848","display_name":"Agricultural Science and Technology Innovation Program","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2228234937.pdf","grobid_xml":"https://content.openalex.org/works/W2228234937.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W114888028","https://openalex.org/W121257265","https://openalex.org/W184019933","https://openalex.org/W194222983","https://openalex.org/W1505839237","https://openalex.org/W1521736627","https://openalex.org/W1871333713","https://openalex.org/W2066908954","https://openalex.org/W2077421044","https://openalex.org/W2080533644","https://openalex.org/W2096688669","https://openalex.org/W2123941726","https://openalex.org/W2154029507","https://openalex.org/W2952738808"],"related_works":["https://openalex.org/W2003333417","https://openalex.org/W2378862226","https://openalex.org/W118236634","https://openalex.org/W2355326633","https://openalex.org/W2804669904","https://openalex.org/W2062592733","https://openalex.org/W2085627709","https://openalex.org/W2381518157","https://openalex.org/W2081383551","https://openalex.org/W2128228838"],"abstract_inverted_index":{"The":[0],"object":[1],"of":[2,43,89],"our":[3],"research":[4],"is":[5,128],"to":[6,24,95],"develop":[7],"an":[8,59,116],"ontology-based":[9,62],"agricultural":[10,26,61,110],"knowledge":[11,63,125,131],"fusion":[12,45,64,88,106,113,126],"method":[13,65,107,127],"that":[14,82,108,123],"can":[15],"be":[16],"used":[17,47],"as":[18,74],"a":[19,40,104],"comprehensive":[20],"basis":[21],"on":[22],"which":[23],"solve":[25],"information":[27],"inconsistencies,":[28],"analyze":[29],"data,":[30],"and":[31,78,87,91],"discover":[32],"new":[33,90],"knowledge.":[34],"A":[35],"recent":[36,68],"survey":[37],"has":[38],"provided":[39],"detailed":[41,105],"comparison":[42],"various":[44],"methods":[46],"with":[48],"Deep":[49],"Web":[50],"data":[51,71,80,93,98],"(Li,":[52],"2013).":[53],"In":[54],"this":[55,124],"paper,":[56],"we":[57],"propose":[58],"effective":[60],"by":[66],"leveraging":[67],"advances":[69],"in":[70],"fusion,":[72],"such":[73],"the":[75,85],"semantic":[76],"web":[77],"big":[79,97],"technologies,":[81],"will":[83],"enhance":[84],"identification":[86],"existing":[92],"sets":[94],"make":[96],"analytics":[99],"more":[100],"possible.":[101],"We":[102],"provide":[103],"includes":[109],"ontology":[111],"building,":[112],"rule":[114],"construction,":[115],"evaluation":[117],"module,":[118],"etc.":[119],"Empirical":[120],"results":[121],"show":[122],"useful":[129],"for":[130],"discovery.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}
