{"id":"https://openalex.org/W2735971074","doi":"https://doi.org/10.1145/3032989","title":"Using Argumentative Structure to Interpret Debates in Online Deliberative Democracy and eRulemaking","display_name":"Using Argumentative Structure to Interpret Debates in Online Deliberative Democracy and eRulemaking","publication_year":2017,"publication_date":"2017-07-09","ids":{"openalex":"https://openalex.org/W2735971074","doi":"https://doi.org/10.1145/3032989","mag":"2735971074"},"language":"en","primary_location":{"id":"doi:10.1145/3032989","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3032989","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3032989&type=pdf","source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3032989&type=pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039974567","display_name":"John Lawrence","orcid":"https://orcid.org/0000-0003-1162-097X"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"John Lawrence","raw_affiliation_strings":["Centre for Argument Technology, University of Dundee, Dundee, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Argument Technology, University of Dundee, Dundee, UK","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070811213","display_name":"Joonsuk Park","orcid":"https://orcid.org/0000-0003-0227-3283"},"institutions":[{"id":"https://openalex.org/I22675022","display_name":"Williams College","ror":"https://ror.org/04avkmd49","country_code":"US","type":"education","lineage":["https://openalex.org/I22675022"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joonsuk Park","raw_affiliation_strings":["Department of Computer Science, Williams College, Williamstown, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Williams College, Williamstown, USA","institution_ids":["https://openalex.org/I22675022"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014420282","display_name":"Katarzyna Budzy\u0144ska","orcid":"https://orcid.org/0000-0001-9674-9902"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]}],"countries":["GB","PL"],"is_corresponding":false,"raw_author_name":"Katarzyna Budzynska","raw_affiliation_strings":["Centre for Argument Technology, University of Dundee, UK 8 Polish Academy of Sciences, Poland"],"affiliations":[{"raw_affiliation_string":"Centre for Argument Technology, University of Dundee, UK 8 Polish Academy of Sciences, Poland","institution_ids":["https://openalex.org/I99542240","https://openalex.org/I177639307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070511738","display_name":"Claire Cardie","orcid":"https://orcid.org/0000-0002-2061-6094"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Claire Cardie","raw_affiliation_strings":["Department of Computer Science, Cornell University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cornell University, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024148044","display_name":"Barbara Konat","orcid":"https://orcid.org/0000-0003-2370-4636"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Barbara Konat","raw_affiliation_strings":["Centre for Argument Technology, University of Dundee, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Argument Technology, University of Dundee, UK","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073692224","display_name":"Chris Reed","orcid":"https://orcid.org/0000-0002-6849-1374"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chris Reed","raw_affiliation_strings":["Centre for Argument Technology, University of Dundee, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Argument Technology, University of Dundee, UK","institution_ids":["https://openalex.org/I177639307"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5039974567"],"corresponding_institution_ids":["https://openalex.org/I177639307"],"apc_list":null,"apc_paid":null,"fwci":2.0786,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.90158799,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"17","issue":"3","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9983000159263611,"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":0.9983000159263611,"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/T10260","display_name":"Software Engineering Research","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/argumentative","display_name":"Argumentative","score":0.9597138166427612},{"id":"https://openalex.org/keywords/dialogical-self","display_name":"Dialogical self","score":0.7626229524612427},{"id":"https://openalex.org/keywords/viewpoints","display_name":"Viewpoints","score":0.7483212351799011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7051151990890503},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.653071403503418},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5509332418441772},{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.5314300060272217},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5150997042655945},{"id":"https://openalex.org/keywords/online-discussion","display_name":"Online discussion","score":0.47586339712142944},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.46691539883613586},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4642307162284851},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.4254753887653351},{"id":"https://openalex.org/keywords/e-democracy","display_name":"E-democracy","score":0.41243356466293335},{"id":"https://openalex.org/keywords/democracy","display_name":"Democracy","score":0.3729190230369568},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3271161913871765},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2572324872016907},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17626699805259705},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.166650652885437},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.10179206728935242},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09678354859352112}],"concepts":[{"id":"https://openalex.org/C2781306805","wikidata":"https://www.wikidata.org/wiki/Q4789761","display_name":"Argumentative","level":2,"score":0.9597138166427612},{"id":"https://openalex.org/C10646191","wikidata":"https://www.wikidata.org/wiki/Q1996523","display_name":"Dialogical self","level":2,"score":0.7626229524612427},{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.7483212351799011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7051151990890503},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.653071403503418},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5509332418441772},{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.5314300060272217},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5150997042655945},{"id":"https://openalex.org/C2780656832","wikidata":"https://www.wikidata.org/wiki/Q796573","display_name":"Online discussion","level":2,"score":0.47586339712142944},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.46691539883613586},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4642307162284851},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.4254753887653351},{"id":"https://openalex.org/C2779850767","wikidata":"https://www.wikidata.org/wiki/Q855175","display_name":"E-democracy","level":4,"score":0.41243356466293335},{"id":"https://openalex.org/C555826173","wikidata":"https://www.wikidata.org/wiki/Q7174","display_name":"Democracy","level":3,"score":0.3729190230369568},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3271161913871765},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2572324872016907},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17626699805259705},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.166650652885437},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.10179206728935242},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09678354859352112},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3032989","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3032989","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3032989&type=pdf","source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","raw_type":"journal-article"},{"id":"pmh:oai:discovery.dundee.ac.uk:openaire_cris_publications/1f4cc28e-6a7f-46c7-ab0b-d4264e550691","is_oa":true,"landing_page_url":"https://discovery.dundee.ac.uk/en/publications/1f4cc28e-6a7f-46c7-ab0b-d4264e550691","pdf_url":null,"source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lawrence, J, Park, J, Budzynska, K, Cardie, C, Konat, B & Reed, C 2017, 'Using argumentative structure to interpret debates in online deliberative democracy and erulemaking', ACM Transactions on Internet Technology, vol. 17, no. 3, 25. https://doi.org/10.1145/3032989","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:discovery.dundee.ac.uk:publications/1f4cc28e-6a7f-46c7-ab0b-d4264e550691","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85024482229&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lawrence, J, Park, J, Budzynska, K, Cardie, C, Konat, B & Reed, C 2017, 'Using argumentative structure to interpret debates in online deliberative democracy and erulemaking', ACM Transactions on Internet Technology, vol. 17, no. 3, 25. https://doi.org/10.1145/3032989","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3032989","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3032989","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3032989&type=pdf","source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1787074706","display_name":"Argument Analytics","funder_award_id":"101777","funder_id":"https://openalex.org/F4320335087","funder_display_name":"Innovate UK"},{"id":"https://openalex.org/G2840702545","display_name":null,"funder_award_id":"1314778","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3330119427","display_name":null,"funder_award_id":"EPSRC","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5107059751","display_name":null,"funder_award_id":"EP/N014871/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8278587056","display_name":"Argument Mining","funder_award_id":"EP/N014871/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320335087","display_name":"Innovate UK","ror":"https://ror.org/05ar5fy68"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2735971074.pdf","grobid_xml":"https://content.openalex.org/works/W2735971074.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W29849901","https://openalex.org/W205532704","https://openalex.org/W581684831","https://openalex.org/W805252226","https://openalex.org/W1512035335","https://openalex.org/W1575999760","https://openalex.org/W1733704070","https://openalex.org/W1776062713","https://openalex.org/W1970655951","https://openalex.org/W1977155386","https://openalex.org/W1985514943","https://openalex.org/W1988330755","https://openalex.org/W2036352360","https://openalex.org/W2039217078","https://openalex.org/W2062388969","https://openalex.org/W2066636486","https://openalex.org/W2081580037","https://openalex.org/W2093753056","https://openalex.org/W2097295005","https://openalex.org/W2109462987","https://openalex.org/W2111535382","https://openalex.org/W2114739726","https://openalex.org/W2119707623","https://openalex.org/W2127580579","https://openalex.org/W2131744502","https://openalex.org/W2131861279","https://openalex.org/W2144232471","https://openalex.org/W2150929043","https://openalex.org/W2152197045","https://openalex.org/W2166957049","https://openalex.org/W2250237086","https://openalex.org/W2250287365","https://openalex.org/W2251249502","https://openalex.org/W2251911493","https://openalex.org/W2251931307","https://openalex.org/W2252095873","https://openalex.org/W2252115865","https://openalex.org/W2252164999","https://openalex.org/W2295124489","https://openalex.org/W2398831847","https://openalex.org/W2406241564","https://openalex.org/W2442495973","https://openalex.org/W2483327705","https://openalex.org/W2511210927","https://openalex.org/W2571636093","https://openalex.org/W2950133940","https://openalex.org/W2963514026","https://openalex.org/W3102136264"],"related_works":["https://openalex.org/W4321448273","https://openalex.org/W123909285","https://openalex.org/W2235416023","https://openalex.org/W2020059173","https://openalex.org/W1437497005","https://openalex.org/W4255580133","https://openalex.org/W2950795290","https://openalex.org/W2513082738","https://openalex.org/W3093095102","https://openalex.org/W1044030705"],"abstract_inverted_index":{"Governments":[0],"around":[1],"the":[2,17,37,44,56,65,102,127,132,146],"world":[3],"are":[4,72,94,143,157],"increasingly":[5],"utilising":[6],"online":[7,79],"platforms":[8],"and":[9,15,60,154],"social":[10],"media":[11],"to":[12,137,145],"engage":[13],"with,":[14],"ascertain":[16],"opinions":[18],"of,":[19],"their":[20],"citizens.":[21],"Whilst":[22],"policy":[23],"makers":[24],"could":[25],"potentially":[26],"benefit":[27],"from":[28,32,119],"such":[29,85],"enormous":[30],"feedback":[31],"society,":[33],"they":[34],"first":[35],"face":[36],"challenge":[38],"of":[39,43,47,58,68,81,97,123],"making":[40],"sense":[41],"out":[42],"large":[45],"volumes":[46],"data":[48],"produced.":[49],"In":[50],"this":[51],"article,":[52],"we":[53,106],"show":[54,107],"how":[55],"analysis":[57],"argumentative":[59,104],"dialogical":[61],"structures":[62],"allows":[63],"for":[64],"principled":[66],"identification":[67],"those":[69,140,155],"issues":[70,92,141],"that":[71,93,108,131,142,156],"central,":[73],"controversial,":[74],"or":[75],"popular":[76],"in":[77],"an":[78],"corpus":[80],"debates.":[82],"Although":[83],"areas":[84],"as":[86],"controversy":[87],"mining":[88],"work":[89],"towards":[90],"identifying":[91],"a":[95,109,121],"source":[96],"disagreement,":[98],"by":[99],"looking":[100],"at":[101],"deeper":[103],"structure,":[105],"much":[110],"richer":[111],"understanding":[112],"can":[113],"be":[114],"obtained.":[115],"We":[116],"provide":[117],"results":[118],"using":[120],"pipeline":[122],"argument-mining":[124],"techniques":[125],"on":[126],"debate":[128],"corpus,":[129],"showing":[130],"accuracy":[133],"obtained":[134],"is":[135],"sufficient":[136],"automatically":[138],"identify":[139],"key":[144],"discussion,":[147],"attracting":[148,159],"proportionately":[149,160],"more":[150,161],"support":[151],"than":[152],"others,":[153],"divisive,":[158],"conflicting":[162],"viewpoints.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}