{"id":"https://openalex.org/W3158192427","doi":"https://doi.org/10.1109/isspit51521.2020.9408808","title":"Opinion dynamics and consensus achievement strategy based on reinforcement learning","display_name":"Opinion dynamics and consensus achievement strategy based on reinforcement learning","publication_year":2020,"publication_date":"2020-12-09","ids":{"openalex":"https://openalex.org/W3158192427","doi":"https://doi.org/10.1109/isspit51521.2020.9408808","mag":"3158192427"},"language":"en","primary_location":{"id":"doi:10.1109/isspit51521.2020.9408808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspit51521.2020.9408808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)","raw_type":"proceedings-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/A5100683205","display_name":"Ming\u2010Wei Wang","orcid":"https://orcid.org/0000-0001-6550-9017"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwei Wang","raw_affiliation_strings":["School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046028983","display_name":"Fangshun Li","orcid":"https://orcid.org/0000-0002-3454-6541"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangshun Li","raw_affiliation_strings":["School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088064886","display_name":"Decui Liang","orcid":"https://orcid.org/0000-0002-0655-1255"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Decui Liang","raw_affiliation_strings":["School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2671,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5547075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.9502999782562256,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.696364164352417},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6726383566856384},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6711136102676392},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6706994771957397},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5475063323974609},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.46536779403686523},{"id":"https://openalex.org/keywords/expert-opinion","display_name":"Expert opinion","score":0.41528668999671936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35925769805908203},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3320286273956299},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12462013959884644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.696364164352417},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6726383566856384},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6711136102676392},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6706994771957397},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5475063323974609},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.46536779403686523},{"id":"https://openalex.org/C3020580240","wikidata":"https://www.wikidata.org/wiki/Q663272","display_name":"Expert opinion","level":2,"score":0.41528668999671936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35925769805908203},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3320286273956299},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12462013959884644},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isspit51521.2020.9408808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspit51521.2020.9408808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321408","display_name":"Ministry of Education","ror":"https://ror.org/01p262204"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1490499521","https://openalex.org/W1672433367","https://openalex.org/W1998692453","https://openalex.org/W2024433234","https://openalex.org/W2027514326","https://openalex.org/W2028145673","https://openalex.org/W2056653303","https://openalex.org/W2066947576","https://openalex.org/W2111708305","https://openalex.org/W2113096089","https://openalex.org/W2114747139","https://openalex.org/W2121092017","https://openalex.org/W2145339207","https://openalex.org/W2257979135","https://openalex.org/W2335078717","https://openalex.org/W2593514577","https://openalex.org/W2769367994","https://openalex.org/W2803119910","https://openalex.org/W2962938178","https://openalex.org/W2963864421","https://openalex.org/W3207742429","https://openalex.org/W4250134109","https://openalex.org/W6676950571","https://openalex.org/W6677939520","https://openalex.org/W6684921986"],"related_works":["https://openalex.org/W4400868993","https://openalex.org/W3096874164","https://openalex.org/W1985560493","https://openalex.org/W2937181779","https://openalex.org/W2386410636","https://openalex.org/W2357975469","https://openalex.org/W2145363145","https://openalex.org/W1626977535","https://openalex.org/W2341346307","https://openalex.org/W3168977894"],"abstract_inverted_index":{"Consensus":[0],"boost":[1,42,61],"and":[2,44,63,84],"opinion":[3,11,16,19,45,55,64,72],"guidance":[4,46,65],"are":[5],"two":[6,25,34],"important":[7],"problems":[8,26,35],"during":[9],"the":[10,24,33,71,82,87],"management":[12,56,73],"process.":[13,30],"Considering":[14],"that":[15],"interaction":[17],"with":[18,36],"dynamics,":[20],"this":[21],"paper":[22],"formalizes":[23],"as":[27],"markov":[28],"decision":[29],"To":[31],"solve":[32],"minimum":[37],"cost,":[38],"we":[39,53,80],"proposes":[40],"consensus":[41,60],"algorithm":[43,47,62,66],"based":[48],"on":[49],"reinforcement":[50],"learning.":[51],"Meantime,":[52],"construct":[54],"framework":[57],"by":[58],"combining":[59],"which":[67],"is":[68],"beneficial":[69],"to":[70],"of":[74,86],"managers.":[75],"Finally,":[76],"through":[77],"experimental":[78],"analysis,":[79],"verify":[81],"effectiveness":[83],"properties":[85],"proposed":[88],"framework.":[89]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
