{"id":"https://openalex.org/W4391307078","doi":"https://doi.org/10.1109/smc53992.2023.10394624","title":"AI4S Based on DeSci: Reference Model and Research Issues","display_name":"AI4S Based on DeSci: Reference Model and Research Issues","publication_year":2023,"publication_date":"2023-10-01","ids":{"openalex":"https://openalex.org/W4391307078","doi":"https://doi.org/10.1109/smc53992.2023.10394624"},"language":"en","primary_location":{"id":"doi:10.1109/smc53992.2023.10394624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53992.2023.10394624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5010612083","display_name":"Wenwen Ding","orcid":"https://orcid.org/0000-0002-0752-0733"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Wenwen Ding","raw_affiliation_strings":["Macau University of Science and Technology,Faculty of Innovation Engineering,Macau,China","Faculty of Innovation Engineering, Macau University of Science and Technology, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology,Faculty of Innovation Engineering,Macau,China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Faculty of Innovation Engineering, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100733037","display_name":"Juanjuan Li","orcid":"https://orcid.org/0000-0002-0827-0449"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juanjuan Li","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences,The State Key Laboratory for Management and Control of Complex Systems, The State Key Laboratory of Multimodal Artificial Intelligence Systems,Beijing,China","The State Key Laboratory for Management and Control of Complex Systems, The State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences,The State Key Laboratory for Management and Control of Complex Systems, The State Key Laboratory of Multimodal Artificial Intelligence Systems,Beijing,China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"The State Key Laboratory for Management and Control of Complex Systems, The State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113128580","display_name":"Rui Qin","orcid":"https://orcid.org/0009-0001-3605-0486"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Qin","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences,The State Key Laboratory for Management and Control of Complex Systems, The State Key Laboratory of Multimodal Artificial Intelligence Systems,Beijing,China","The State Key Laboratory for Management and Control of Complex Systems, The State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences,The State Key Laboratory for Management and Control of Complex Systems, The State Key Laboratory of Multimodal Artificial Intelligence Systems,Beijing,China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"The State Key Laboratory for Management and Control of Complex Systems, The State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043826183","display_name":"Sangtian Guan","orcid":"https://orcid.org/0009-0006-9743-3559"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Sangtian Guan","raw_affiliation_strings":["Macau University of Science and Technology,Faculty of Innovation Engineering,Macau,China","Faculty of Innovation Engineering, Macau University of Science and Technology, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology,Faculty of Innovation Engineering,Macau,China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Faculty of Innovation Engineering, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113600509","display_name":"Fei\u2013Yue Wang","orcid":"https://orcid.org/0000-0001-9185-3989"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Fei-Yue Wang","raw_affiliation_strings":["Macau University of Science and Technology,Faculty of Innovation Engineering,Macau,China","The State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","Faculty of Innovation Engineering, Macau University of Science and Technology, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology,Faculty of Innovation Engineering,Macau,China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"The State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Faculty of Innovation Engineering, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"49","issue":null,"first_page":"4784","last_page":"4789"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9710999727249146,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9581000208854675,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/lagging","display_name":"Lagging","score":0.7743319869041443},{"id":"https://openalex.org/keywords/impartiality","display_name":"Impartiality","score":0.634668231010437},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.6021833419799805},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6020814776420593},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4767135977745056},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.4395100474357605},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37093836069107056},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1993638575077057},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.18266773223876953}],"concepts":[{"id":"https://openalex.org/C2776962539","wikidata":"https://www.wikidata.org/wiki/Q6472078","display_name":"Lagging","level":2,"score":0.7743319869041443},{"id":"https://openalex.org/C2780564088","wikidata":"https://www.wikidata.org/wiki/Q3149193","display_name":"Impartiality","level":2,"score":0.634668231010437},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.6021833419799805},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6020814776420593},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4767135977745056},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.4395100474357605},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37093836069107056},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1993638575077057},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18266773223876953},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc53992.2023.10394624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53992.2023.10394624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2412200927","display_name":null,"funder_award_id":"62103411","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":27,"referenced_works":["https://openalex.org/W2047403945","https://openalex.org/W2353492508","https://openalex.org/W4200426957","https://openalex.org/W4210592306","https://openalex.org/W4224242420","https://openalex.org/W4241497471","https://openalex.org/W4281286578","https://openalex.org/W4281555653","https://openalex.org/W4285277238","https://openalex.org/W4298124963","https://openalex.org/W4310872893","https://openalex.org/W4310873030","https://openalex.org/W4312183606","https://openalex.org/W4312547704","https://openalex.org/W4312666278","https://openalex.org/W4319083882","https://openalex.org/W4319865637","https://openalex.org/W4322775461","https://openalex.org/W4323338414","https://openalex.org/W4323338447","https://openalex.org/W4324290231","https://openalex.org/W4361030007","https://openalex.org/W4361030040","https://openalex.org/W4362474119","https://openalex.org/W4376467329","https://openalex.org/W6990316881","https://openalex.org/W7054818048"],"related_works":["https://openalex.org/W2352632308","https://openalex.org/W4206402235","https://openalex.org/W4236572506","https://openalex.org/W4232310950","https://openalex.org/W4378530707","https://openalex.org/W2464905036","https://openalex.org/W2311537767","https://openalex.org/W4389334483","https://openalex.org/W2486917440","https://openalex.org/W2372368947"],"abstract_inverted_index":{"The":[0,127],"rise":[1],"of":[2,14,53,113,136],"Artificial":[3],"Intelligence":[4],"for":[5,133],"Science":[6,32,72],"(AI4S)":[7],"has":[8],"highlighted":[9],"the":[10,48,111,134],"importance":[11],"and":[12,20,40,50,67,92,94,98,118,124],"urgency":[13],"ensuring":[15],"open-ness,":[16],"fairness,":[17],"impartiality,":[18],"diversity,":[19],"sustainability":[21],"in":[22,102],"scientific":[23,26,65,137],"systems.":[24,138],"Existing":[25],"systems,":[27],"referred":[28],"to":[29,61,79],"as":[30,86],"Centralized":[31],"(CeSci),":[33],"are":[34,45],"built":[35],"on":[36,105,116],"centralized":[37],"organizational":[38,66],"structures":[39],"top-down":[41],"institutional":[42],"frameworks,":[43],"which":[44],"lagging":[46],"behind":[47],"development":[49,135],"practical":[51],"requirements":[52],"AI4S.":[54],"To":[55],"address":[56],"these":[57,106],"limitations,":[58],"AI4S":[59,80,114],"needs":[60],"embrace":[62],"a":[63],"new":[64],"operational":[68],"paradigm,":[69],"namely":[70],"Decentralized":[71],"(DeSci).":[73],"It":[74],"can":[75,129],"provide":[76,130],"strong":[77],"support":[78],"via":[81],"effectively":[82],"addressing":[83],"issues":[84],"such":[85],"information":[87],"silos,":[88],"biases,":[89],"unfair":[90],"distribution,":[91],"monopolies":[93],"promoting":[95],"multidisciplinary,":[96],"interdisciplinary,":[97],"trans":[99],"disciplinary":[100],"cooperation":[101],"science.":[103],"Based":[104],"considerations,":[107],"this":[108],"paper":[109],"presents":[110],"framework":[112],"based":[115],"DeSci":[117],"explores":[119],"its":[120],"potential":[121],"application":[122],"scenarios":[123],"research":[125,128],"issues.":[126],"effective":[131],"guidance":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
