{"id":"https://openalex.org/W3214771281","doi":"https://doi.org/10.1142/s0219265921430179","title":"Application of BP Neural Network Based on Petrophysical Big Data Mining","display_name":"Application of BP Neural Network Based on Petrophysical Big Data Mining","publication_year":2021,"publication_date":"2021-11-22","ids":{"openalex":"https://openalex.org/W3214771281","doi":"https://doi.org/10.1142/s0219265921430179","mag":"3214771281"},"language":"en","primary_location":{"id":"doi:10.1142/s0219265921430179","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219265921430179","pdf_url":null,"source":{"id":"https://openalex.org/S63112013","display_name":"Journal of Interconnection Networks","issn_l":"0219-2659","issn":["0219-2659","1793-6713"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Interconnection Networks","raw_type":"journal-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/A5101965837","display_name":"Yu Ding","orcid":"https://orcid.org/0000-0003-4161-3658"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Ding","raw_affiliation_strings":["Key Laboratory of Exploration Technologies for Oil and Gas Resources, Yangtze University, Ministry of Education, Wuhan 430100, P. R. China","School of Computer Science, Yangtze University, Jingzhou 434023, P. R. China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Exploration Technologies for Oil and Gas Resources, Yangtze University, Ministry of Education, Wuhan 430100, P. R. China","institution_ids":["https://openalex.org/I177739611"]},{"raw_affiliation_string":"School of Computer Science, Yangtze University, Jingzhou 434023, P. R. China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076702660","display_name":"Shixiong Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shixiong Yuan","raw_affiliation_strings":["Key Laboratory of Exploration Technologies for Oil and Gas Resources, Yangtze University, Ministry of Education, Wuhan 430100, P. R. China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Exploration Technologies for Oil and Gas Resources, Yangtze University, Ministry of Education, Wuhan 430100, P. R. China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046731791","display_name":"Rui Deng","orcid":"https://orcid.org/0000-0002-2141-6545"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Deng","raw_affiliation_strings":["Key Laboratory of Exploration Technologies for Oil and Gas Resources, Yangtze University, Ministry of Education, Wuhan 430100, P. R. China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Exploration Technologies for Oil and Gas Resources, Yangtze University, Ministry of Education, Wuhan 430100, P. R. China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103285339","display_name":"Chenxiang Luo","orcid":"https://orcid.org/0009-0003-3866-5200"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxiang Luo","raw_affiliation_strings":["Key Laboratory of Exploration Technologies for Oil and Gas Resources, Yangtze University, Ministry of Education, Wuhan 430100, P. R. China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Exploration Technologies for Oil and Gas Resources, Yangtze University, Ministry of Education, Wuhan 430100, P. R. China","institution_ids":["https://openalex.org/I177739611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101965837"],"corresponding_institution_ids":["https://openalex.org/I177739611"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17282194,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"Supp02","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9593999981880188,"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"}},"topics":[{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9593999981880188,"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"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9380999803543091,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9315000176429749,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/petrophysics","display_name":"Petrophysics","score":0.8544444441795349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7041706442832947},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6990193128585815},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6713948249816895},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.656955361366272},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.588053286075592},{"id":"https://openalex.org/keywords/homogeneity","display_name":"Homogeneity (statistics)","score":0.5801557898521423},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.5554999709129333},{"id":"https://openalex.org/keywords/well-logging","display_name":"Well logging","score":0.5265098810195923},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4860437512397766},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36091941595077515},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3395944833755493},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1952982246875763},{"id":"https://openalex.org/keywords/geophysics","display_name":"Geophysics","score":0.15365368127822876},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.07779243588447571}],"concepts":[{"id":"https://openalex.org/C46293882","wikidata":"https://www.wikidata.org/wiki/Q2080707","display_name":"Petrophysics","level":3,"score":0.8544444441795349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7041706442832947},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6990193128585815},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6713948249816895},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.656955361366272},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.588053286075592},{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.5801557898521423},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.5554999709129333},{"id":"https://openalex.org/C35817400","wikidata":"https://www.wikidata.org/wiki/Q2383566","display_name":"Well logging","level":2,"score":0.5265098810195923},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4860437512397766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36091941595077515},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3395944833755493},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1952982246875763},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.15365368127822876},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.07779243588447571},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C6648577","wikidata":"https://www.wikidata.org/wiki/Q622669","display_name":"Porosity","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0219265921430179","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219265921430179","pdf_url":null,"source":{"id":"https://openalex.org/S63112013","display_name":"Journal of Interconnection Networks","issn_l":"0219-2659","issn":["0219-2659","1793-6713"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Interconnection Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2095512713","https://openalex.org/W2105013448","https://openalex.org/W2110173188","https://openalex.org/W2228322344","https://openalex.org/W2326632566","https://openalex.org/W2767066031","https://openalex.org/W2768799535","https://openalex.org/W2793899672","https://openalex.org/W2808804937","https://openalex.org/W2885616781","https://openalex.org/W2964063558","https://openalex.org/W2987720654","https://openalex.org/W3030797541","https://openalex.org/W3042799967","https://openalex.org/W3044637159","https://openalex.org/W3092070396","https://openalex.org/W3095933406","https://openalex.org/W3138547989","https://openalex.org/W4239929562"],"related_works":["https://openalex.org/W3014300295","https://openalex.org/W3158877728","https://openalex.org/W1629725936","https://openalex.org/W97523215","https://openalex.org/W4224943336","https://openalex.org/W4213200487","https://openalex.org/W2247603160","https://openalex.org/W2063437096","https://openalex.org/W2899611530","https://openalex.org/W3214771281"],"abstract_inverted_index":{"Based":[0],"on":[1,65],"the":[2,13,36,49,59,66,72],"big":[3],"data":[4,50],"mining":[5,51],"method":[6,14],"of":[7,17,58,74,100],"petrophysical":[8],"data,":[9],"this":[10],"paper":[11],"studies":[12],"and":[15,41,71,79,91],"application":[16],"BP":[18],"neural":[19],"network":[20,85],"to":[21],"establish":[22],"nonlinear":[23,32],"interpretation":[24,62,101],"model":[25,78,87],"in":[26],"distributed":[27],"cloud":[28],"computing":[29],"environment.":[30],"The":[31,81],"mapping":[33],"relationship":[34],"between":[35],"relative":[37],"objective":[38],"logging":[39,61],"response":[40],"actual":[42],"formation":[43],"component":[44],"is":[45],"established":[46],"by":[47],"extracting":[48],"result":[52],"model,":[53],"which":[54],"overcomes":[55],"existing":[56],"deficiencies":[57],"conventional":[60],"procedure":[63],"based":[64],"homogeneity":[67],"theory,":[68],"linear":[69],"hypothesis":[70],"use":[73],"statistical":[75],"experience":[76],"simplifying":[77],"parameters.":[80],"results":[82],"show":[83],"that":[84],"prediction":[86],"has":[88,92],"been":[89],"improved":[90],"superior":[93],"reference":[94],"value":[95],"for":[96],"solving":[97],"practical":[98],"problems":[99],"under":[102],"complex":[103],"geological":[104],"conditions.":[105]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}