{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T15:47:30Z","timestamp":1786117650546,"version":"build-2736575974"},"reference-count":72,"publisher":"Oxford University Press (OUP)","issue":"6","license":[{"start":{"date-parts":[[2026,8,4]],"date-time":"2026-08-04T00:00:00Z","timestamp":1785801600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/pages\/standard-publication-reuse-rights"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,8,4]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>In this paper, we introduce a general-purpose model to categorize, quantify and analyse the impact of public interest communication on target audiences. The model maps the central elements of a communication campaign such as the information flow it generates and the interaction with the beliefs, values and expectations of its target audiences. Since communication campaigns are based on arguments, we leverage on formal argumentation to specify its main ingredients and to understand the multifaceted ways a campaign can impact the beliefs of a target audience. As its main contribution, this work introduces a novel quantitative framework for value-based argumentation, in line with mainstream theories of human values, where vectors are employed to represent a multi-dimensional spectrum of values influencing audience perception and response.<\/jats:p>","DOI":"10.1093\/logcom\/exag034","type":"journal-article","created":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T11:40:12Z","timestamp":1781782812000},"source":"Crossref","is-referenced-by-count":0,"title":["An argument-based model for public interest communication"],"prefix":"10.1093","volume":"36","author":[{"given":"Pietro","family":"Baroni","sequence":"first","affiliation":[{"name":"Department of Information Engineering, University of Brescia , via Branze 38 - 25123 Brescia ,","place":["Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Giulio","family":"Fellin","sequence":"additional","affiliation":[{"name":"Department of Information Engineering, University of Brescia , via Branze 38 - 25123 Brescia ,","place":["Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Massimiliano","family":"Giacomin","sequence":"additional","affiliation":[{"name":"Department of Information Engineering, University of Brescia , via Branze 38 - 25123 Brescia ,","place":["Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carlo","family":"Proietti","sequence":"additional","affiliation":[{"name":"National Research Council of Italy (CNR), Institute of Computational Linguistics \u2018A. Zampolli\u2019 , Area di ricerca di Genova, Torre di Francia, Via de Marini 6 - 16149 Genova ,","place":["Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2026,8,6]]},"reference":[{"key":"2026080610143308000_ref1","doi-asserted-by":"crossref","first-page":"1025","DOI":"10.1613\/jair.1.13510","article-title":"Predicting decisions in language based persuasion games","volume":"73","author":"Apel","year":"2022","journal-title":"Journal of Artificial Intelligence Research"},{"key":"2026080610143308000_ref2","doi-asserted-by":"crossref","first-page":"417","DOI":"10.3233\/AAC-200543","article-title":"Argumentation schemes in AI and law","volume":"12","author":"Atkinson","year":"2021","journal-title":"Argument & Computation"},{"key":"2026080610143308000_ref3","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1007\/s10506-006-9001-5","article-title":"Parmenides: facilitating deliberation in democracies","volume":"14","author":"Atkinson","year":"2006","journal-title":"Artificial Intelligence and Law"},{"key":"2026080610143308000_ref4","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1609\/aimag.v38i3.2704","article-title":"Towards artificial argumentation","volume":"38","author":"Atkinson","year":"2017","journal-title":"AI Magazine"},{"key":"2026080610143308000_ref5","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1017\/S0269888911000166","article-title":"An introduction to argumentation semantics","volume":"26","author":"Baroni","year":"2011","journal-title":"Knowledge Engineering Review"},{"key":"2026080610143308000_ref6","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1080\/19462166.2014.1001791","article-title":"Automatic evaluation of design alternatives with quantitative argumentation","volume":"6","author":"Baroni","year":"2015","journal-title":"Argument & Computation"},{"key":"2026080610143308000_ref7","volume-title":"Handbook of Formal Argumentation","author":"Baroni","year":"2018"},{"key":"2026080610143308000_ref8","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1016\/j.ijar.2018.11.019","article-title":"From fine-grained properties to broad principles for gradual argumentation: a principled spectrum","volume":"105","author":"Baroni","year":"2019","journal-title":"International Journal of Approximate Reasoning"},{"key":"2026080610143308000_ref9","article-title":"A vector-based extension of value-based argumentation for public interest communication","volume-title":"Proc, of the 8th Workshop on Advances in Argumentation in Artificial Intelligence, volume 3871 of CEUR Workshop Proceedings","author":"Baroni","year":"2024"},{"key":"2026080610143308000_ref10","first-page":"1623","article-title":"Enforcement in formal argumentation","volume":"8","author":"Baumann","year":"2021","journal-title":"IfCoLog Journal of Logics and their Applications"},{"key":"2026080610143308000_ref11","first-page":"629","article-title":"Argument strength in formal argumentation","volume":"5","author":"Beirlaen","year":"2018","journal-title":"Journal of Applied Logics"},{"key":"2026080610143308000_ref12","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1093\/logcom\/13.3.429","article-title":"Persuasion in practical argument using value-based argumentation frameworks","volume":"13","author":"Bench-Capon","year":"2003","journal-title":"Journal of Logic and Computation"},{"key":"2026080610143308000_ref13","doi-asserted-by":"crossref","first-page":"619","DOI":"10.1016\/j.artint.2007.05.001","article-title":"Argumentation in artificial intelligence","volume":"171","author":"Bench-Capon","year":"2007","journal-title":"Artificial Intelligence"},{"key":"2026080610143308000_ref14","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1109\/MIS.2009.104","article-title":"Using computational argumentation to support e-participation","volume":"24","author":"Cartwright","year":"2009","journal-title":"IEEE Intelligent Systems"},{"key":"2026080610143308000_ref15","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1007\/978-0-387-98197-0_4","article-title":"Bipolar abstract argumentation systems","volume-title":"Argumentation in Artificial Intelligence","author":"Cayrol","year":"2009"},{"key":"2026080610143308000_ref16","doi-asserted-by":"crossref","first-page":"4","DOI":"10.32473\/jpic.v1.i1.p4","article-title":"Building the field of public interest communications","volume":"1","author":"Christiano","year":"2017","journal-title":"Journal of Public Interest Communications"},{"key":"2026080610143308000_ref17","volume-title":"Influence: The Psychology of Persuasion","author":"Cialdini","year":"2009"},{"key":"2026080610143308000_ref18","first-page":"3719","article-title":"Optimal candidate positioning in multi-issue elections","volume-title":"Proc. of the 28th European Conf. 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