{"id":"https://openalex.org/W7162670428","doi":"https://doi.org/10.48550/arxiv.2605.27433","title":"Heterogeneous Multi-Agent Modeling for Measurement and Network Analysis of the Data Service Market","display_name":"Heterogeneous Multi-Agent Modeling for Measurement and Network Analysis of the Data Service Market","publication_year":2026,"publication_date":"2026-05-22","ids":{"openalex":"https://openalex.org/W7162670428","doi":"https://doi.org/10.48550/arxiv.2605.27433"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.27433","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.27433","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.27433","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074341211","display_name":"Deyu Zhou","orcid":"https://orcid.org/0000-0003-4194-6356"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Deyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101279198","display_name":"Yuwei Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guo, Yuwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137224665","display_name":"Xudong Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu, Xudong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137253892","display_name":"Linhao Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Linhao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137258814","display_name":"Wei Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guo, Wei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5137250615","display_name":"Lizhen Cui","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cui, Lizhen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11437","display_name":"Digital Platforms and Economics","score":0.19519999623298645,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11437","display_name":"Digital Platforms and Economics","score":0.19519999623298645,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.1354999989271164,"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/T11114","display_name":"Service and Product Innovation","score":0.07029999792575836,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.6085000038146973},{"id":"https://openalex.org/keywords/market-analysis","display_name":"Market analysis","score":0.43369999527931213},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4187000095844269},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.41600000858306885},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.3871000111103058},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.374099999666214},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.36629998683929443},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.35190001130104065}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6304000020027161},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6085000038146973},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.44749999046325684},{"id":"https://openalex.org/C179036041","wikidata":"https://www.wikidata.org/wiki/Q1901028","display_name":"Market analysis","level":2,"score":0.43369999527931213},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4187000095844269},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.41600000858306885},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40799999237060547},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39500001072883606},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3871000111103058},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3781999945640564},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.374099999666214},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.36629998683929443},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.35190001130104065},{"id":"https://openalex.org/C97300177","wikidata":"https://www.wikidata.org/wiki/Q1994744","display_name":"Data as a service","level":3,"score":0.34060001373291016},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.3296000063419342},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.3240000009536743},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.31869998574256897},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3107999861240387},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3082999885082245},{"id":"https://openalex.org/C27564746","wikidata":"https://www.wikidata.org/wiki/Q913709","display_name":"Market research","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C2779618445","wikidata":"https://www.wikidata.org/wiki/Q1640628","display_name":"Network service","level":2,"score":0.25780001282691956}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.27433","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.27433","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.27433","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.27433","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,13,16,20,30,38,44,56,77,100,107,134,140,146,170,178,181,184,188],"increasing":[2],"complexity":[3],"of":[4,19,33,46,55,76,95,102,145,172,183,190],"collaboration":[5],"among":[6],"various":[7,103],"social":[8,104],"entities":[9,98,156],"and":[10,43,53,74,93,99,123,142,150],"user":[11],"demands,":[12],"factors":[14,28,144],"affecting":[15],"stable":[17],"development":[18],"data":[21,57,78,108,119,147],"service":[22,58,79,109,120,135,148],"market":[23,80,121,149],"are":[24],"also":[25],"growing.":[26],"These":[27],"include":[29],"widespread":[31],"dissemination":[32],"information":[34],"enhancing":[35],"subjective":[36],"consciousness,":[37],"continuous":[39],"improvement":[40],"in":[41],"intelligence,":[42],"complexification":[45],"structural":[47],"relationships.":[48],"To":[49],"achieve":[50],"effective":[51],"governance":[52],"regulation":[54],"market,":[59],"it":[60,89],"is":[61,165],"crucial":[62],"to":[63,91,167],"conduct":[64,151],"simulation":[65],"experiments":[66],"before":[67],"making":[68],"regulatory":[69],"decisions.":[70],"However,":[71],"current":[72],"research":[73],"analysis":[75,94,125,189],"primarily":[81],"focus":[82],"on":[83,112,128,158,175],"data-level":[84],"performance,":[85],"proving":[86],"inadequate":[87],"when":[88],"comes":[90],"measurement":[92,122],"multiple":[96],"heterogeneous":[97,129,173],"integration":[101],"elements":[105],"within":[106],"market.":[110],"Based":[111],"this,":[113],"this":[114],"paper":[115,179],"innovatively":[116],"proposes":[117],"a":[118],"network":[124],"method":[126,186],"based":[127,157],"multi-agent":[130],"modeling.":[131],"By":[132],"introducing":[133],"ecosystem":[136],"theory,":[137],"we":[138],"clarify":[139],"participants":[141],"external":[143],"utility":[152],"measurements":[153],"for":[154],"three-level":[155],"value":[159],"creation.":[160],"Furthermore,":[161],"an":[162],"analytical":[163],"methodology":[164],"devised":[166],"precisely":[168],"assess":[169],"influence":[171],"networks":[174],"utility.":[176],"Finally,":[177],"verifies":[180],"effectiveness":[182],"proposed":[185],"through":[187],"experimental":[191],"results.":[192]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-29T00:00:00"}
