{"id":"https://openalex.org/W4407626593","doi":"https://doi.org/10.1080/07421222.2025.2452016","title":"Modeling and Interpreting the Propagation Influence of Neighbor Information in Time-Variant Networks with Exemplification by Financial Risk Prediction","display_name":"Modeling and Interpreting the Propagation Influence of Neighbor Information in Time-Variant Networks with Exemplification by Financial Risk Prediction","publication_year":2025,"publication_date":"2025-01-02","ids":{"openalex":"https://openalex.org/W4407626593","doi":"https://doi.org/10.1080/07421222.2025.2452016"},"language":"en","primary_location":{"id":"doi:10.1080/07421222.2025.2452016","is_oa":false,"landing_page_url":"https://doi.org/10.1080/07421222.2025.2452016","pdf_url":null,"source":{"id":"https://openalex.org/S9954729","display_name":"Journal of Management Information Systems","issn_l":"0742-1222","issn":["0742-1222","1557-928X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Management Information Systems","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/A5100652309","display_name":"Jianfei Wang","orcid":"https://orcid.org/0000-0002-1535-5512"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfei Wang","raw_affiliation_strings":["School of Management, Hefei University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010146682","display_name":"Lina Zhou","orcid":"https://orcid.org/0000-0003-1864-0527"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lina Zhou","raw_affiliation_strings":["Belk College of Business, the University of North Carolina at Charlotte"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Belk College of Business, the University of North Carolina at Charlotte","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023611552","display_name":"Cuiqing Jiang","orcid":"https://orcid.org/0000-0001-6492-4550"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuiqing Jiang","raw_affiliation_strings":["Laboratory of Data Science and Smart Society Governance of the Ministry of Education","School of Management, Hefei University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Data Science and Smart Society Governance of the Ministry of Education","institution_ids":[]},{"raw_affiliation_string":"School of Management, Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100434550","display_name":"Zhao Wang","orcid":"https://orcid.org/0000-0002-7144-1511"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhao Wang","raw_affiliation_strings":["Auhui Provincial Key Philosophy and Social Sciences Laboratory of Digital Economy and Smart Enterprise Management","School of Management, Hefei University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auhui Provincial Key Philosophy and Social Sciences Laboratory of Digital Economy and Smart Enterprise Management","institution_ids":[]},{"raw_affiliation_string":"School of Management, Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100434550"],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":null,"apc_paid":null,"fwci":4.5122,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94310261,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"42","issue":"1","first_page":"105","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9772999882698059,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9772999882698059,"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"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9768000245094299,"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"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9672999978065491,"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/exemplification","display_name":"Exemplification","score":0.9274377822875977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46259230375289917},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4392356872558594},{"id":"https://openalex.org/keywords/financial-risk","display_name":"Financial risk","score":0.4148879647254944},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34339141845703125},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3069576025009155},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.2730722427368164},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.19072404503822327}],"concepts":[{"id":"https://openalex.org/C107574306","wikidata":"https://www.wikidata.org/wiki/Q1383678","display_name":"Exemplification","level":2,"score":0.9274377822875977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46259230375289917},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4392356872558594},{"id":"https://openalex.org/C76073288","wikidata":"https://www.wikidata.org/wiki/Q1337875","display_name":"Financial risk","level":2,"score":0.4148879647254944},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34339141845703125},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3069576025009155},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2730722427368164},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.19072404503822327},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/07421222.2025.2452016","is_oa":false,"landing_page_url":"https://doi.org/10.1080/07421222.2025.2452016","pdf_url":null,"source":{"id":"https://openalex.org/S9954729","display_name":"Journal of Management Information Systems","issn_l":"0742-1222","issn":["0742-1222","1557-928X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Management Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G742913008","display_name":null,"funder_award_id":"72401082","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":84,"referenced_works":["https://openalex.org/W409045608","https://openalex.org/W1276866904","https://openalex.org/W1981276685","https://openalex.org/W2137052698","https://openalex.org/W2400568945","https://openalex.org/W2466279936","https://openalex.org/W2525579820","https://openalex.org/W2525786140","https://openalex.org/W2612690371","https://openalex.org/W2747436277","https://openalex.org/W2914424339","https://openalex.org/W2962790223","https://openalex.org/W2990138404","https://openalex.org/W3000120900","https://openalex.org/W3009205158","https://openalex.org/W3012871709","https://openalex.org/W3022446239","https://openalex.org/W3034242908","https://openalex.org/W3039998712","https://openalex.org/W3044259360","https://openalex.org/W3089258356","https://openalex.org/W3092550372","https://openalex.org/W3092671089","https://openalex.org/W3096808766","https://openalex.org/W3122230074","https://openalex.org/W3122953116","https://openalex.org/W3128206571","https://openalex.org/W3129768834","https://openalex.org/W3129995950","https://openalex.org/W3139167438","https://openalex.org/W3170457273","https://openalex.org/W3177385106","https://openalex.org/W3183251913","https://openalex.org/W3197032092","https://openalex.org/W3215450491","https://openalex.org/W3217526077","https://openalex.org/W4206211421","https://openalex.org/W4206614571","https://openalex.org/W4210511735","https://openalex.org/W4214719589","https://openalex.org/W4226118220","https://openalex.org/W4280635983","https://openalex.org/W4285340745","https://openalex.org/W4287645038","https://openalex.org/W4289920957","https://openalex.org/W4294192778","https://openalex.org/W4301400900","https://openalex.org/W4306904983","https://openalex.org/W4307127940","https://openalex.org/W4307323725","https://openalex.org/W4311626693","https://openalex.org/W4312449685","https://openalex.org/W4313892956","https://openalex.org/W4319998092","https://openalex.org/W4323536724","https://openalex.org/W4362003575","https://openalex.org/W4366571241","https://openalex.org/W4371779578","https://openalex.org/W4371785006","https://openalex.org/W4381052382","https://openalex.org/W4381057957","https://openalex.org/W4381163620","https://openalex.org/W4381997116","https://openalex.org/W4382469817","https://openalex.org/W4385245566","https://openalex.org/W4386103841","https://openalex.org/W4387848785","https://openalex.org/W4389214972","https://openalex.org/W4389576059","https://openalex.org/W4390626539","https://openalex.org/W4391114264","https://openalex.org/W4391897280","https://openalex.org/W4391926277","https://openalex.org/W4391944797","https://openalex.org/W4393153217","https://openalex.org/W4393159755","https://openalex.org/W4396699123","https://openalex.org/W4399971035","https://openalex.org/W4400849268","https://openalex.org/W4401621586","https://openalex.org/W4402236543","https://openalex.org/W4402917400","https://openalex.org/W4403240910","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W1968074681","https://openalex.org/W158579227","https://openalex.org/W3212001800","https://openalex.org/W4360772797","https://openalex.org/W2062180945","https://openalex.org/W4298860164","https://openalex.org/W2066444115","https://openalex.org/W2038466720","https://openalex.org/W2131001033"],"abstract_inverted_index":{"Extracting":[0],"effective":[1],"features":[2,91],"from":[3],"dynamic":[4],"networks":[5],"underpins":[6],"the":[7,32,41,52,85,94,114,131,139,143],"development":[8],"of":[9,35,46,54,89,113,133,142,146,173],"network-based":[10],"artificial":[11],"intelligence":[12],"(AI)":[13],"methods":[14,21],"and":[15,37,43,87,101,124,135,157,163,183],"decision":[16],"support":[17],"systems.":[18],"Despite":[19],"existing":[20],"for":[22],"constructing":[23,90],"network":[24],"features,":[25],"a":[26,72,110,170],"notable":[27],"gap":[28],"exists":[29],"in":[30,105],"addressing":[31],"propagation":[33,95,145],"influence":[34,58,96],"direct":[36],"indirect":[38],"neighbors.":[39],"Given":[40],"sparse":[42,100],"interacting":[44,102,147],"nature":[45],"neighbor":[47,57,103,148],"information":[48,104,149],"as":[49,51,178],"well":[50],"requirements":[53],"interpretability,":[55],"modeling":[56,99],"presents":[59],"an":[60],"essential":[61],"yet":[62],"challenging":[63],"research":[64,175],"problem.":[65],"To":[66],"tackle":[67],"this":[68],"challenge,":[69],"we":[70],"propose":[71],"novel":[73],"Time-vAriant":[74],"Graph":[75],"Contrastive":[76],"Learning":[77],"method":[78,116],"(TAGOL).":[79],"TAGOL":[80,134,156],"seeks":[81],"to":[82,93,169],"improve":[83],"both":[84],"effectiveness":[86],"interpretability":[88],"related":[92],"by":[97],"explicitly":[98],"time-variant":[106],"networks.":[107],"We":[108],"perform":[109],"comprehensive":[111],"evaluation":[112],"proposed":[115,155],"through":[117],"two":[118],"case":[119],"studies:":[120],"credit":[121],"risk":[122,152],"prediction":[123],"financial":[125,151],"distress":[126],"prediction.":[127,153,186],"Experimental":[128],"results":[129],"demonstrate":[130],"efficacy":[132],"shed":[136],"light":[137],"on":[138,150],"varied":[140],"influences":[141],"joint":[144],"The":[154],"experimental":[158],"findings":[159],"offer":[160],"generalizable":[161],"methodological":[162],"theoretical":[164],"insights,":[165],"which":[166],"can":[167],"contribute":[168],"broader":[171],"spectrum":[172],"network-related":[174],"endeavors,":[176],"such":[177],"short":[179],"video":[180],"recommendation":[181],"systems":[182],"transit":[184],"flow":[185]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}
