{"id":"https://openalex.org/W4390978452","doi":"https://doi.org/10.1145/3630138.3630480","title":"Investment Risk Analysis and Evaluation of Petroleum Exploration and Development Based on Artificial Intelligence","display_name":"Investment Risk Analysis and Evaluation of Petroleum Exploration and Development Based on Artificial Intelligence","publication_year":2023,"publication_date":"2023-09-24","ids":{"openalex":"https://openalex.org/W4390978452","doi":"https://doi.org/10.1145/3630138.3630480"},"language":"en","primary_location":{"id":"doi:10.1145/3630138.3630480","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3630138.3630480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Power Communication Computing and Networking Technologies","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/A5102912962","display_name":"Jichao Qin","orcid":"https://orcid.org/0009-0008-4635-2921"},"institutions":[{"id":"https://openalex.org/I4210112595","display_name":"Research Institute of Petroleum Exploration and Development","ror":"https://ror.org/02awe6g05","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112595","https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jichao Qin","raw_affiliation_strings":["Petroleum Exploration and Development Institute, Xinjiang Oilfield Company, China"],"raw_orcid":"https://orcid.org/0009-0008-4635-2921","affiliations":[{"raw_affiliation_string":"Petroleum Exploration and Development Institute, Xinjiang Oilfield Company, China","institution_ids":["https://openalex.org/I4210112595"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Cheng Chen","orcid":"https://orcid.org/0009-0000-6892-0207"},"institutions":[{"id":"https://openalex.org/I4210112595","display_name":"Research Institute of Petroleum Exploration and Development","ror":"https://ror.org/02awe6g05","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112595","https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Chen","raw_affiliation_strings":["Petroleum Exploration and Development Institute, Xinjiang Oilfield Company, China"],"raw_orcid":"https://orcid.org/0009-0000-6892-0207","affiliations":[{"raw_affiliation_string":"Petroleum Exploration and Development Institute, Xinjiang Oilfield Company, China","institution_ids":["https://openalex.org/I4210112595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049628688","display_name":"Jun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112595","display_name":"Research Institute of Petroleum Exploration and Development","ror":"https://ror.org/02awe6g05","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112595","https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Petroleum Exploration and Development Institute, Xinjiang Oilfield Company, China"],"raw_orcid":"https://orcid.org/0009-0008-0048-6350","affiliations":[{"raw_affiliation_string":"Petroleum Exploration and Development Institute, Xinjiang Oilfield Company, China","institution_ids":["https://openalex.org/I4210112595"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chang Liu","orcid":"https://orcid.org/0009-0008-1505-3806"},"institutions":[{"id":"https://openalex.org/I4210112595","display_name":"Research Institute of Petroleum Exploration and Development","ror":"https://ror.org/02awe6g05","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112595","https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Liu","raw_affiliation_strings":["Petroleum Exploration and Development Institute, Xinjiang Oilfield Company, China"],"raw_orcid":"https://orcid.org/0009-0008-1505-3806","affiliations":[{"raw_affiliation_string":"Petroleum Exploration and Development Institute, Xinjiang Oilfield Company, China","institution_ids":["https://openalex.org/I4210112595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056455652","display_name":"Man Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112595","display_name":"Research Institute of Petroleum Exploration and Development","ror":"https://ror.org/02awe6g05","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112595","https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Zhang","raw_affiliation_strings":["Petroleum Exploration and Development Institute, Xinjiang Oilfield Company, China"],"raw_orcid":"https://orcid.org/0009-0002-2540-3183","affiliations":[{"raw_affiliation_string":"Petroleum Exploration and Development Institute, Xinjiang Oilfield Company, China","institution_ids":["https://openalex.org/I4210112595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210112595"],"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/investment","display_name":"Investment (military)","score":0.6033401489257812},{"id":"https://openalex.org/keywords/return-on-investment","display_name":"Return on investment","score":0.5517006516456604},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.5513109564781189},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5458117723464966},{"id":"https://openalex.org/keywords/petroleum","display_name":"Petroleum","score":0.48422884941101074},{"id":"https://openalex.org/keywords/oil-field","display_name":"Oil field","score":0.4368568956851959},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.4366956949234009},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4275187849998474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32797807455062866},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24458089470863342},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.20997419953346252},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.20569121837615967},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1953374743461609},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.1667669415473938},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.13922163844108582}],"concepts":[{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.6033401489257812},{"id":"https://openalex.org/C169549615","wikidata":"https://www.wikidata.org/wiki/Q939134","display_name":"Return on investment","level":3,"score":0.5517006516456604},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.5513109564781189},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5458117723464966},{"id":"https://openalex.org/C548895740","wikidata":"https://www.wikidata.org/wiki/Q22656","display_name":"Petroleum","level":2,"score":0.48422884941101074},{"id":"https://openalex.org/C2776364302","wikidata":"https://www.wikidata.org/wiki/Q1845437","display_name":"Oil field","level":2,"score":0.4368568956851959},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.4366956949234009},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4275187849998474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32797807455062866},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24458089470863342},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.20997419953346252},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.20569121837615967},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1953374743461609},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.1667669415473938},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.13922163844108582},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3630138.3630480","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3630138.3630480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Power Communication Computing and Networking Technologies","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":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2619978648"],"related_works":["https://openalex.org/W3201861680","https://openalex.org/W2393481179","https://openalex.org/W2044090075","https://openalex.org/W2996452312","https://openalex.org/W2768197547","https://openalex.org/W4286620652","https://openalex.org/W2000491696","https://openalex.org/W2738995178","https://openalex.org/W3007569387","https://openalex.org/W2382510116"],"abstract_inverted_index":{"Oil":[0],"exploration":[1,16,90,134,176],"and":[2,17,31,41,53,56,61,67,77,89,98,112,117,125,135,153,181,183],"development":[3],"has":[4],"been":[5],"a":[6],"hot":[7],"area":[8],"for":[9,50],"investment.":[10,35,128],"However,":[11],"when":[12],"investing":[13],"in":[14,179],"oil":[15,29,84,87,133],"development,":[18],"investors":[19],"need":[20],"to":[21,38,82,92,107,172],"consider":[22],"the":[23,71,115,120,131,137,145,148,154,163,173,184,191],"large":[24],"amount":[25],"of":[26,147,175,186],"investment,":[27],"unknown":[28],"reserves,":[30],"low":[32],"return":[33,126],"on":[34,64,127],"In":[36],"order":[37],"effectively":[39],"assess":[40],"analyze":[42],"these":[43],"risks,":[44],"we":[45],"use":[46],"artificial":[47,141],"intelligence":[48,142],"technology":[49],"data":[51,66],"analysis":[52],"model":[54,139,167],"reasoning,":[55],"establish":[57],"risk":[58,123],"assessment":[59,178],"indicators":[60],"methods":[62],"based":[63],"historical":[65],"real-time":[68],"information.":[69],"At":[70],"same":[72],"time,":[73],"advanced":[74],"forecasting":[75],"algorithms":[76],"models":[78],"can":[79,143,158,168,189],"be":[80,159,169],"used":[81],"predict":[83,95],"price":[85],"fluctuations,":[86],"reserves":[88],"effects":[91],"more":[93,193],"accurately":[94],"investment":[96,110,192],"returns":[97],"risk-return.":[99],"Using":[100],"pretreatment":[101,164],"algorithm":[102],"techniques,":[103],"it":[104],"is":[105],"possible":[106],"formulate":[108],"effective":[109],"strategies":[111],"decisions,":[113],"optimize":[114],"portfolio,":[116],"thus":[118],"maximize":[119],"balance":[121],"between":[122],"management":[124],"Compared":[129],"with":[130],"traditional":[132],"evaluation,":[136],"prediction":[138],"using":[140],"improve":[144],"accuracy":[146],"evaluation":[149,156],"one":[150],"step":[151],"further,":[152],"new":[155],"system":[157],"proposed":[160],"faster":[161],"through":[162],"algorithm.":[165],"The":[166],"further":[170],"applied":[171],"field":[174],"value":[177],"petroleum":[180],"geology,":[182],"characteristics":[185],"multiple":[187],"assessments":[188],"make":[190],"accurate.":[194]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}