{"id":"https://openalex.org/W4401388591","doi":"https://doi.org/10.3390/computers13080190","title":"Dynamic Opinion Formation in Networks: A Multi-Issue and Evidence-Based Approach","display_name":"Dynamic Opinion Formation in Networks: A Multi-Issue and Evidence-Based Approach","publication_year":2024,"publication_date":"2024-08-07","ids":{"openalex":"https://openalex.org/W4401388591","doi":"https://doi.org/10.3390/computers13080190"},"language":"en","primary_location":{"id":"doi:10.3390/computers13080190","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers13080190","pdf_url":"https://www.mdpi.com/2073-431X/13/8/190/pdf?version=1723022618","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"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":"Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-431X/13/8/190/pdf?version=1723022618","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100672403","display_name":"Joel Weijia Lai","orcid":"https://orcid.org/0000-0002-5619-2051"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Joel Weijia Lai","raw_affiliation_strings":["Institute for Pedagogical Innovation, Research and Excellence, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Pedagogical Innovation, Research and Excellence, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100672403"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.2884,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53980776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"13","issue":"8","first_page":"190","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":1.0,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9980000257492065,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/homophily","display_name":"Homophily","score":0.8584581613540649},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6493382453918457},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.49648505449295044},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4895680844783783},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.47263213992118835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43401801586151123},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4319857060909271},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4100402295589447},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2553306221961975},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.1982828676700592},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.19787505269050598}],"concepts":[{"id":"https://openalex.org/C2779812341","wikidata":"https://www.wikidata.org/wiki/Q5891525","display_name":"Homophily","level":2,"score":0.8584581613540649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6493382453918457},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.49648505449295044},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4895680844783783},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.47263213992118835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43401801586151123},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4319857060909271},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4100402295589447},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2553306221961975},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.1982828676700592},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.19787505269050598},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/computers13080190","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers13080190","pdf_url":"https://www.mdpi.com/2073-431X/13/8/190/pdf?version=1723022618","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"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":"Computers","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d166e314022c4ddebbc899a6c57e5bbf","is_oa":true,"landing_page_url":"https://doaj.org/article/d166e314022c4ddebbc899a6c57e5bbf","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers, Vol 13, Iss 8, p 190 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/computers13080190","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers13080190","pdf_url":"https://www.mdpi.com/2073-431X/13/8/190/pdf?version=1723022618","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"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":"Computers","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401388591.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W61072750","https://openalex.org/W1540502714","https://openalex.org/W1969871566","https://openalex.org/W2010020952","https://openalex.org/W2017997982","https://openalex.org/W2048196003","https://openalex.org/W2058105398","https://openalex.org/W2113096089","https://openalex.org/W2124637492","https://openalex.org/W2138668375","https://openalex.org/W2406470551","https://openalex.org/W2468299719","https://openalex.org/W2479457348","https://openalex.org/W2519326991","https://openalex.org/W2776350435","https://openalex.org/W2955488027","https://openalex.org/W2963285203","https://openalex.org/W3038322369","https://openalex.org/W3109404721","https://openalex.org/W3141518608","https://openalex.org/W3160780879","https://openalex.org/W3206617112","https://openalex.org/W4206071945","https://openalex.org/W4206593497","https://openalex.org/W4221035882","https://openalex.org/W4281968640","https://openalex.org/W4290830243","https://openalex.org/W4301347335","https://openalex.org/W4312512934","https://openalex.org/W4318350635","https://openalex.org/W4388540531","https://openalex.org/W4390150973","https://openalex.org/W4392894637","https://openalex.org/W4393158618","https://openalex.org/W4399245233","https://openalex.org/W6602458215","https://openalex.org/W6676950571","https://openalex.org/W6719854667","https://openalex.org/W6773683050","https://openalex.org/W6780604902","https://openalex.org/W6862016636"],"related_works":["https://openalex.org/W3185373886","https://openalex.org/W3010567961","https://openalex.org/W2588006872","https://openalex.org/W4385338594","https://openalex.org/W4200127153","https://openalex.org/W3119171992","https://openalex.org/W2011190096","https://openalex.org/W3175275009","https://openalex.org/W1971924293","https://openalex.org/W2560747187"],"abstract_inverted_index":{"In":[0],"this":[1,55],"study,":[2],"we":[3,72,88],"present":[4],"a":[5,69,136],"computational":[6],"model":[7,32],"for":[8,60,139],"simulating":[9],"opinion":[10,63,120,142],"dynamics":[11,143],"within":[12],"social":[13,18,145],"networks,":[14],"incorporating":[15],"cognitive":[16,125],"and":[17,26,44,65,76,84,127],"psychological":[19],"principles":[20],"such":[21],"as":[22],"homophily,":[23],"confirmation":[24],"bias,":[25],"selective":[27],"exposure.":[28],"We":[29],"enhance":[30],"our":[31],"using":[33],"Dempster\u2013Shafer":[34],"theory":[35],"to":[36,48,100],"address":[37],"uncertainties":[38],"in":[39,144],"belief":[40,85,133],"updating.":[41],"Mathematical":[42],"formalism":[43],"simulations":[45,113],"were":[46],"performed":[47],"derive":[49],"empirical":[50],"results":[51],"from":[52],"showcasing":[53],"how":[54,90],"method":[56],"might":[57],"be":[58],"useful":[59],"modeling":[61],"real-world":[62],"consensus":[64],"fragmentation.":[66],"By":[67],"constructing":[68],"scale-free":[70],"network,":[71,109],"assign":[73],"initial":[74],"opinions":[75],"iteratively":[77],"update":[78],"them":[79],"based":[80],"on":[81,107,132],"neighbor":[82],"influences":[83],"masses.":[86],"Lastly,":[87],"examine":[89],"the":[91,102,108,117,122,128],"presence":[92],"of":[93,104,119,124,130],"\u201ctruth\u201d":[94],"nodes":[95],"with":[96],"high":[97],"connectivity,":[98],"used":[99],"simulate":[101],"influence":[103],"objective":[105],"truth":[106],"alters":[110],"opinions.":[111],"Our":[112],"reveal":[114],"insights":[115],"into":[116],"formation":[118],"clusters,":[121],"role":[123],"biases,":[126],"impact":[129],"uncertainty":[131],"evolution,":[134],"providing":[135],"robust":[137],"framework":[138],"understanding":[140],"complex":[141],"systems.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}