{"id":"https://openalex.org/W4407640999","doi":"https://doi.org/10.3390/systems13020131","title":"An AI-Based Decision Support System Utilizing Bayesian Networks for Judicial Decision-Making","display_name":"An AI-Based Decision Support System Utilizing Bayesian Networks for Judicial Decision-Making","publication_year":2025,"publication_date":"2025-02-17","ids":{"openalex":"https://openalex.org/W4407640999","doi":"https://doi.org/10.3390/systems13020131"},"language":"en","primary_location":{"id":"doi:10.3390/systems13020131","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13020131","pdf_url":"https://www.mdpi.com/2079-8954/13/2/131/pdf?version=1739800320","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/13/2/131/pdf?version=1739800320","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039555031","display_name":"Zlatan Mori\u0107","orcid":"https://orcid.org/0000-0002-5566-1581"},"institutions":[{"id":"https://openalex.org/I4210102288","display_name":"Algebra Bernays University","ror":"https://ror.org/019m6wk21","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210102288"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Zlatan Mori\u0107","raw_affiliation_strings":["Department of Cybersecurity and System Engineering, Algebra University, 10000 Zagreb, Croatia"],"raw_orcid":"https://orcid.org/0000-0002-5566-1581","affiliations":[{"raw_affiliation_string":"Department of Cybersecurity and System Engineering, Algebra University, 10000 Zagreb, Croatia","institution_ids":["https://openalex.org/I4210102288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046966261","display_name":"Vedran Daki\u0107","orcid":"https://orcid.org/0000-0001-8638-6044"},"institutions":[{"id":"https://openalex.org/I4210102288","display_name":"Algebra Bernays University","ror":"https://ror.org/019m6wk21","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210102288"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Vedran Daki\u0107","raw_affiliation_strings":["Department of Cybersecurity and System Engineering, Algebra University, 10000 Zagreb, Croatia"],"raw_orcid":"https://orcid.org/0000-0001-8638-6044","affiliations":[{"raw_affiliation_string":"Department of Cybersecurity and System Engineering, Algebra University, 10000 Zagreb, Croatia","institution_ids":["https://openalex.org/I4210102288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116296663","display_name":"Sini\u0161a Uro\u0161ev","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102288","display_name":"Algebra Bernays University","ror":"https://ror.org/019m6wk21","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210102288"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Sini\u0161a Uro\u0161ev","raw_affiliation_strings":["Department of Cybersecurity and System Engineering, Algebra University, 10000 Zagreb, Croatia"],"raw_orcid":"https://orcid.org/0009-0001-4756-8571","affiliations":[{"raw_affiliation_string":"Department of Cybersecurity and System Engineering, Algebra University, 10000 Zagreb, Croatia","institution_ids":["https://openalex.org/I4210102288"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039555031"],"corresponding_institution_ids":["https://openalex.org/I4210102288"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2896},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2896},"fwci":98.6449,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.99964424,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"13","issue":"2","first_page":"131","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.587382435798645},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5488017201423645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49346888065338135},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.45072484016418457},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37577760219573975}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.587382435798645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5488017201423645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49346888065338135},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.45072484016418457},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37577760219573975}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13020131","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13020131","pdf_url":"https://www.mdpi.com/2079-8954/13/2/131/pdf?version=1739800320","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d7b818ca8fe7448c931155072d912c08","is_oa":true,"landing_page_url":"https://doaj.org/article/d7b818ca8fe7448c931155072d912c08","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":"Systems, Vol 13, Iss 2, p 131 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13020131","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13020131","pdf_url":"https://www.mdpi.com/2079-8954/13/2/131/pdf?version=1739800320","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407640999.pdf","grobid_xml":"https://content.openalex.org/works/W4407640999.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W110264556","https://openalex.org/W1182044309","https://openalex.org/W2006943078","https://openalex.org/W2013962183","https://openalex.org/W2015855479","https://openalex.org/W2060776256","https://openalex.org/W2065051990","https://openalex.org/W2122159392","https://openalex.org/W2145278766","https://openalex.org/W2153909792","https://openalex.org/W2169564307","https://openalex.org/W2208250079","https://openalex.org/W2295812190","https://openalex.org/W2416669081","https://openalex.org/W2765472318","https://openalex.org/W2772285706","https://openalex.org/W2794332694","https://openalex.org/W2894026248","https://openalex.org/W2927135077","https://openalex.org/W2972503746","https://openalex.org/W3009740326","https://openalex.org/W3041076789","https://openalex.org/W3117315446","https://openalex.org/W3124412878","https://openalex.org/W3157278607","https://openalex.org/W3169169089","https://openalex.org/W3188167278","https://openalex.org/W3197575517","https://openalex.org/W3203348860","https://openalex.org/W3206307252","https://openalex.org/W4225149048","https://openalex.org/W4232344051","https://openalex.org/W4233334536","https://openalex.org/W4236502124","https://openalex.org/W4253960102","https://openalex.org/W4385625958","https://openalex.org/W4389988558","https://openalex.org/W4391457733","https://openalex.org/W4396868877","https://openalex.org/W4401702329","https://openalex.org/W6634570304","https://openalex.org/W6770600933","https://openalex.org/W6828859756"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Judicial":[0],"decision-making":[1],"in":[2,25,53,94,105,119,157,186],"continental":[3],"law":[4],"systems":[5],"requires":[6],"carefully":[7],"evaluating":[8],"complex,":[9],"interdependent":[10],"evidence":[11,28,68],"while":[12,142,160,190],"ensuring":[13],"consistency":[14,154],"and":[15,50,90,100,146,155,173],"fairness.":[16],"This":[17,164],"study":[18,165],"investigates":[19],"the":[20,42,168,181],"application":[21],"of":[22,44,47,74,102,171,183],"Bayesian":[23,103],"networks":[24],"structuring":[26],"legal":[27,106,158,174],"within":[29],"an":[30,177],"AI-based":[31],"decision":[32,107,144],"support":[33,108],"system.":[34],"The":[35,59,98,125,148],"primary":[36],"research":[37,130],"objective":[38],"is":[39,69,150],"to":[40,115,121,152,167],"assess":[41],"enhancement":[43],"transparency,":[45],"minimization":[46],"cognitive":[48],"overload,":[49],"reduced":[51],"bias":[52],"judicial":[54,82,140,162,188],"processes":[55],"through":[56],"probabilistic":[57],"reasoning.":[58],"proposed":[60],"system":[61,149],"dynamically":[62],"updates":[63],"outcome":[64],"probabilities":[65],"as":[66],"new":[67],"introduced,":[70],"enabling":[71],"real-time":[72],"monitoring":[73],"case":[75,92],"likelihoods.":[76],"AI-generated":[77],"recommendations":[78],"are":[79,109],"aligned":[80],"with":[81,176],"precedents":[83],"by":[84,132],"integrating":[85],"Conditional":[86],"Probability":[87],"Tables":[88],"(CPTs)":[89],"historical":[91],"data":[93],"this":[95],"adaptive":[96],"approach.":[97],"interpretability":[99],"effectiveness":[101],"inference":[104],"analyzed":[110],"methodologically,":[111],"emphasizing":[112],"its":[113],"capacity":[114],"refine":[116],"probability":[117],"distributions":[118],"response":[120],"evolving":[122],"courtroom":[123],"inputs.":[124],"findings":[126],"address":[127],"a":[128],"key":[129],"gap":[131],"demonstrating":[133],"how":[134],"structured":[135],"AI-driven":[136],"heuristics":[137,189],"can":[138],"supplement":[139],"reasoning":[141],"maintaining":[143,191],"accountability":[145],"transparency.":[147],"suggested":[151],"enhance":[153],"fairness":[156],"judgments":[159],"preserving":[161],"autonomy.":[163],"contributes":[166],"growing":[169],"intersection":[170],"AI":[172],"decision-making,":[175],"emphasis":[178],"placed":[179],"on":[180],"role":[182],"machine":[184],"learning":[185],"supporting":[187],"procedural":[192],"integrity.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
