{"id":"https://openalex.org/W7225232330","doi":"https://doi.org/10.3390/info17111103","title":"A Comprehensive Survey of the Intelligent Cyber Argumentation System with Social Networking: From Research Foundations to Development","display_name":"A Comprehensive Survey of the Intelligent Cyber Argumentation System with Social Networking: From Research Foundations to Development","publication_year":2026,"publication_date":"2026-11-04","ids":{"openalex":"https://openalex.org/W7225232330","doi":"https://doi.org/10.3390/info17111103"},"language":"en","primary_location":{"id":"doi:10.3390/info17111103","doi":"https://doi.org/10.3390/info17111103","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info17111103","pdf_url":null,"source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-40","russia-white-list-2","vabb-shw"],"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":"Information","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/info17111103","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063778994","display_name":"Bhargav Krishna Thota","orcid":"https://orcid.org/0009-0001-9671-5574","observed_orcids":["https://orcid.org/0009-0001-9671-5574"]},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bhargav Krishna Thota","raw_affiliation_strings":["School of Computing, Southern Illinois University, Carbondale, IL 62901, USA"],"raw_orcid":"https://orcid.org/0009-0001-9671-5574","affiliations":[{"raw_affiliation_string":"School of Computing, Southern Illinois University, Carbondale, IL 62901, USA","institution_ids":["https://openalex.org/I110378019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112401099","display_name":"Xiaoqing Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoqing Liu","raw_affiliation_strings":["College of Engineering, Computing, Technology, and Mathematics, Southern Illinois University, Carbondale, IL 62901, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Computing, Technology, and Mathematics, Southern Illinois University, Carbondale, IL 62901, USA","institution_ids":["https://openalex.org/I110378019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000902400","display_name":"Sruthi Rachamalla","orcid":"https://orcid.org/0000-0001-9312-507X","observed_orcids":["https://orcid.org/0000-0001-9312-507X"]},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sruthi Rachamalla","raw_affiliation_strings":["School of Computing, Southern Illinois University, Carbondale, IL 62901, USA"],"raw_orcid":"https://orcid.org/0000-0001-9312-507X","affiliations":[{"raw_affiliation_string":"School of Computing, Southern Illinois University, Carbondale, IL 62901, USA","institution_ids":["https://openalex.org/I110378019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063778994"],"corresponding_institution_ids":["https://openalex.org/I110378019"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1930},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1930},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.83187735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"11","first_page":"1103","last_page":"1103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9467999935150146,"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"}},"topics":[{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9467999935150146,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.011800000444054604,"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"}},{"id":"https://openalex.org/T12119","display_name":"Linguistics and Discourse Analysis","score":0.01140000019222498,"subfield":{"id":"https://openalex.org/subfields/3310","display_name":"Linguistics and Language"},"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/computational-argumentation","display_name":"computational argumentation","score":0.8339999914169312},{"id":"https://openalex.org/keywords/social-networking","display_name":"social networking","score":0.921999990940094},{"id":"https://openalex.org/keywords/online-deliberation","display_name":"online deliberation","score":0.8970000147819519},{"id":"https://openalex.org/keywords/collective-opinion","display_name":"collective opinion","score":0.8550000190734863},{"id":"https://openalex.org/keywords/stance-prediction","display_name":"stance prediction","score":0.9890000224113464},{"id":"https://openalex.org/keywords/opinion-diversity","display_name":"opinion diversity","score":0.9959999918937683},{"id":"https://openalex.org/keywords/decision-making","display_name":"decision-making","score":0.6710000038146973}],"concepts":[{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.9585999846458435},{"id":"https://openalex.org/C2776946740","wikidata":"https://www.wikidata.org/wiki/Q358652","display_name":"Deliberation","level":3,"score":0.7146000266075134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.614799976348877},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4691999852657318},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.42239999771118164},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.38440001010894775},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3709000051021576},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.35670000314712524},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.34200000762939453},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.3337000012397766},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.31529998779296875},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2890999913215637},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.2856000065803528},{"id":"https://openalex.org/C2780656832","wikidata":"https://www.wikidata.org/wiki/Q796573","display_name":"Online discussion","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27810001373291016},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2687000036239624},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.26460000872612},{"id":"https://openalex.org/C140988679","wikidata":"https://www.wikidata.org/wiki/Q7140444","display_name":"Participatory action research","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.2597000002861023}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/info17111103","doi":"https://doi.org/10.3390/info17111103","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info17111103","pdf_url":null,"source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-40","russia-white-list-2","vabb-shw"],"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":"Information","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/info17111103","doi":"https://doi.org/10.3390/info17111103","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info17111103","pdf_url":null,"source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-40","russia-white-list-2","vabb-shw"],"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":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3159597116","https://openalex.org/W7130277052","https://openalex.org/W4392845797","https://openalex.org/W4409764763","https://openalex.org/W4412958191","https://openalex.org/W7015227533","https://openalex.org/W3214113479","https://openalex.org/W2950820193","https://openalex.org/W7015613143","https://openalex.org/W3153255043"],"abstract_inverted_index":{"Argumentation":[0],"is":[1,98],"one":[2],"of":[3,8,34,38,69,84,91,113,117,130,188],"the":[4,92,99,133,197,210,223],"basic":[5],"intelligent":[6,19,100,118,170,211],"activities":[7],"humankind.":[9],"Computational":[10],"argumentation":[11,41,71,86,102,120,172,176,213],"enables":[12,32],"large-scale":[13,74],"discussions":[14,75],"using":[15],"advanced":[16],"computational":[17,85,137],"and":[18,29,51,82,115,139,186,202,209,222],"techniques.":[20],"The":[21,156],"growing":[22],"interconnectedness":[23],"among":[24],"people":[25,39],"across":[26],"social":[27,49,88,105,123,189],"networking":[28,52,190],"media":[30,50],"platforms":[31,53],"participation":[33],"a":[35,110,127],"large":[36],"number":[37],"in":[40,45,159,180],"on":[42,61,126,191,219],"important":[43,62,165],"topics":[44],"our":[46],"society.":[47],"Current":[48],"serve":[54],"as":[55,169],"public":[56],"forums":[57],"for":[58,76,204],"online":[59],"deliberation":[60],"topics,":[63],"but":[64],"they":[65],"lack":[66],"explicit":[67],"representation":[68],"structured":[70],"to":[72,80,154],"handle":[73],"decision-making.":[77],"This":[78,107,193],"leads":[79],"research":[81,93,114,135,157,166,199,207,221],"development":[83,116],"with":[87,104,122],"networking.":[89,106,124],"One":[90],"threads":[94],"within":[95],"this":[96,141,160,220],"area":[97],"cyber":[101,119,212],"system":[103,121,214],"paper":[108,162],"presents":[109],"comprehensive":[111],"review":[112,142,161,194],"Drawing":[125],"curated":[128],"selection":[129],"publications":[131],"concerning":[132],"system\u2019s":[134],"foundations,":[136],"models,":[138],"implementation,":[140],"traces":[143],"its":[144],"evolution":[145],"over":[146],"more":[147],"than":[148],"two":[149],"decades":[150],"beginning":[151],"from":[152],"2003":[153],"2025.":[155],"presented":[158],"covers":[163],"many":[164],"issues,":[167,208],"such":[168],"argumentation,":[171,181],"inference,":[173],"collective":[174],"opinions,":[175],"polarization,":[177],"outlier":[178],"opinions":[179],"stance":[182],"prediction,":[183],"opinion":[184],"diversity,":[185],"impact":[187],"argumentation.":[192],"will":[195],"describe":[196],"integrated":[198],"framework,":[200],"methods":[201],"algorithms":[203],"investigating":[205],"these":[206],"(ICAS)":[215],"platform":[216],"developed":[217],"based":[218],"tools":[224],"incorporated":[225],"into":[226],"it.":[227]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-11-05T00:00:00"}
