{"id":"https://openalex.org/W3043074120","doi":"https://doi.org/10.3390/e22070773","title":"Development of Stock Networks Using Part Mutual Information and Australian Stock Market Data","display_name":"Development of Stock Networks Using Part Mutual Information and Australian Stock Market Data","publication_year":2020,"publication_date":"2020-07-15","ids":{"openalex":"https://openalex.org/W3043074120","doi":"https://doi.org/10.3390/e22070773","mag":"3043074120","pmid":"https://pubmed.ncbi.nlm.nih.gov/33286545"},"language":"en","primary_location":{"id":"doi:10.3390/e22070773","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22070773","pdf_url":"https://www.mdpi.com/1099-4300/22/7/773/pdf?version=1595389973","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/22/7/773/pdf?version=1595389973","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020787845","display_name":"Yan Yan","orcid":"https://orcid.org/0000-0002-5833-4607"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Yan","raw_affiliation_strings":["School of Mathematics and Physics, Wuhan Institute of Technology, Wuhan 430205, China"],"raw_orcid":"https://orcid.org/0000-0002-5833-4607","affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, Wuhan Institute of Technology, Wuhan 430205, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038413550","display_name":"Boyao Wu","orcid":"https://orcid.org/0000-0003-2186-808X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Boyao Wu","raw_affiliation_strings":["School of Mathematics, Monash University, Melbourne, VIC 3800, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Monash University, Melbourne, VIC 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039097797","display_name":"Tianhai Tian","orcid":"https://orcid.org/0000-0001-6191-0209"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Tianhai Tian","raw_affiliation_strings":["School of Mathematics, Monash University, Melbourne, VIC 3800, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6191-0209","affiliations":[{"raw_affiliation_string":"School of Mathematics, Monash University, Melbourne, VIC 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102791635","display_name":"Hu Zhang","orcid":"https://orcid.org/0009-0009-0911-3726"},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hu Zhang","raw_affiliation_strings":["School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan 430073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan 430073, China","institution_ids":["https://openalex.org/I158934434"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039097797","https://openalex.org/A5102791635"],"corresponding_institution_ids":["https://openalex.org/I158934434","https://openalex.org/I56590836"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":5.7154,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.96527105,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"22","issue":"7","first_page":"773","last_page":"773"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983999729156494,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9487000107765198,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/mutual-information","display_name":"Mutual information","score":0.6770867109298706},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6061082482337952},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5611523389816284},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.5583617687225342},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.548358678817749},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4724063277244568},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4674825072288513},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4340227246284485},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27128732204437256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16570380330085754},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08921706676483154}],"concepts":[{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.6770867109298706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6061082482337952},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5611523389816284},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5583617687225342},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.548358678817749},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4724063277244568},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4674825072288513},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4340227246284485},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27128732204437256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16570380330085754},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08921706676483154},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/e22070773","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22070773","pdf_url":"https://www.mdpi.com/1099-4300/22/7/773/pdf?version=1595389973","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:33286545","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33286545","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:monash.edu:openaire/787d47a8-c384-4a79-ab90-434afcf95f71","is_oa":true,"landing_page_url":"https://research.monash.edu/en/publications/787d47a8-c384-4a79-ab90-434afcf95f71","pdf_url":null,"source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Yan, Y, Wu, B, Tian, T & Zhang, H 2020, 'Development of stock networks using part mutual information and Australian Stock Market Data', Entropy, vol. 22, no. 7, 773. https://doi.org/10.3390/e22070773","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:7b026b2f807a48a5ad87436a3e46f4e5","is_oa":true,"landing_page_url":"https://doaj.org/article/7b026b2f807a48a5ad87436a3e46f4e5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 22, Iss 7, p 773 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/22/7/773/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e22070773","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 22; Issue 7; Pages: 773","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7517323","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7517323","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e22070773","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22070773","pdf_url":"https://www.mdpi.com/1099-4300/22/7/773/pdf?version=1595389973","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3260393983","display_name":null,"funder_award_id":"17BTJ017","funder_id":"https://openalex.org/F4320327557","funder_display_name":"National Office for Philosophy and Social Sciences"},{"id":"https://openalex.org/G353917467","display_name":null,"funder_award_id":"11571368","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325438","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16"},{"id":"https://openalex.org/F4320327557","display_name":"National Office for Philosophy and Social Sciences","ror":"https://ror.org/04m0ms912"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1901849648","https://openalex.org/W1964040105","https://openalex.org/W1965591532","https://openalex.org/W2000289311","https://openalex.org/W2003741412","https://openalex.org/W2008620264","https://openalex.org/W2037102228","https://openalex.org/W2042374013","https://openalex.org/W2060154096","https://openalex.org/W2077128670","https://openalex.org/W2089954894","https://openalex.org/W2094688862","https://openalex.org/W2100422602","https://openalex.org/W2102471334","https://openalex.org/W2108209281","https://openalex.org/W2111384508","https://openalex.org/W2112090702","https://openalex.org/W2119851834","https://openalex.org/W2122708083","https://openalex.org/W2124637492","https://openalex.org/W2129737628","https://openalex.org/W2133757074","https://openalex.org/W2134423940","https://openalex.org/W2138144286","https://openalex.org/W2155573334","https://openalex.org/W2159553498","https://openalex.org/W2173587936","https://openalex.org/W2337819340","https://openalex.org/W2469796139","https://openalex.org/W2583458613","https://openalex.org/W2604390070","https://openalex.org/W2767959255","https://openalex.org/W2801948330","https://openalex.org/W2805310212","https://openalex.org/W2897946500","https://openalex.org/W2909678810","https://openalex.org/W2919497868","https://openalex.org/W2963172762","https://openalex.org/W2970094702","https://openalex.org/W2987240548","https://openalex.org/W2989627968","https://openalex.org/W3006419771","https://openalex.org/W3021628056","https://openalex.org/W3037049426","https://openalex.org/W3105441689","https://openalex.org/W3121792421","https://openalex.org/W3123605052","https://openalex.org/W3126021322","https://openalex.org/W4242087913","https://openalex.org/W6636671812","https://openalex.org/W6638911601","https://openalex.org/W6683167872","https://openalex.org/W6947929395"],"related_works":["https://openalex.org/W2487162673","https://openalex.org/W2793211469","https://openalex.org/W2949152769","https://openalex.org/W4372354731","https://openalex.org/W2807634898","https://openalex.org/W1692008701","https://openalex.org/W2942366970","https://openalex.org/W2597588799","https://openalex.org/W4360593462","https://openalex.org/W2370669686"],"abstract_inverted_index":{"Complex":[0],"network":[1],"is":[2,31,43,54,78,155],"a":[3],"powerful":[4],"tool":[5],"to":[6,34,56,66,80,159],"discover":[7],"important":[8,49],"information":[9,53,70,165],"from":[10],"various":[11],"types":[12],"of":[13,25,100,120,133,144],"big":[14],"data.":[15],"Although":[16],"substantial":[17],"studies":[18],"have":[19],"been":[20],"conducted":[21],"for":[22,47,71],"the":[23,36,86,106,125,131,139,145,152],"development":[24],"stock":[26,39,73,88,94,161],"relation":[27,95,162],"networks,":[28],"correlation":[29],"coefficient":[30],"dominantly":[32],"used":[33,79,108],"measure":[35,57],"relationship":[37],"between":[38],"pairs.":[40],"Information":[41],"theory":[42],"much":[44],"less":[45],"discussed":[46],"this":[48,62],"topic,":[50],"though":[51],"mutual":[52,69,102],"able":[55],"nonlinear":[58],"pairwise":[59],"relationship.":[60],"In":[61,123],"work":[63],"we":[64,91,114],"propose":[65],"use":[67],"part":[68,101],"developing":[72],"networks.":[74,147],"The":[75],"path-consistency":[76],"algorithm":[77],"filter":[81],"out":[82],"redundant":[83],"relationships.":[84],"Using":[85],"Australian":[87],"market":[89],"data,":[90],"develop":[92,160],"four":[93],"networks":[96,117,163],"using":[97,164],"different":[98],"orders":[99],"information.":[103],"Compared":[104],"with":[105,118,130],"widely":[107],"planar":[109],"maximally":[110],"filtered":[111],"graph":[112],"(PMFG),":[113],"can":[115],"generate":[116],"cliques":[119,127],"large":[121,126],"size.":[122],"addition,":[124],"show":[128],"consistency":[129],"structure":[132],"industrial":[134],"sectors.":[135],"We":[136],"also":[137],"analyze":[138],"connectivity":[140],"and":[141],"degree":[142],"distributions":[143],"generated":[146],"Analysis":[148],"results":[149],"suggest":[150],"that":[151],"proposed":[153],"method":[154],"an":[156],"effective":[157],"approach":[158],"theory.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
