{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T15:23:18Z","timestamp":1758640998587,"version":"3.44.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686110","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,9,22]],"date-time":"2025-09-22T00:00:00Z","timestamp":1758499200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9,22]]},"abstract":"<jats:p>This paper presents a web application designed to study the impact of explainable AI (XAI) and XAI interactivity on fake news detection. The system enables a controlled user study with a 2\u00d72 design, varying XAI interactivity (high vs. low) and explanation type (counterfactual vs. feature importance). High interactivity conditions utilize an LLM-based chatbot for dynamic explanations, while low interactivity conditions provide fixed, predetermined explanations. The demonstration highlights how AI explanations influence user trust, reliance, and learning in news verification tasks. The web application\u2019s video show-casing the main features is available at: https:\/\/drive.google.com\/file\/d\/ 1_U5wUoHMrUEHFSXrna90LpWjnUbv9eJn\/view?usp=sharing<\/jats:p>","DOI":"10.3233\/faia250664","type":"book-chapter","created":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T14:37:30Z","timestamp":1758638250000},"source":"Crossref","is-referenced-by-count":0,"title":["AI-Assisted Decision-Making with XAI: A Fake News Detection Use Case"],"prefix":"10.3233","author":[{"given":"Regina","family":"de Brito Duarte","sequence":"first","affiliation":[{"name":"INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Portugal"}]},{"given":"Samuele","family":"Tonati","sequence":"additional","affiliation":[{"name":"Scuola Normale Superiore, Pisa, Italy"}]},{"given":"Sergio","family":"Mu\u00f1oz","sequence":"additional","affiliation":[{"name":"Intelligent Systems Group, ETSI Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Spain"}]},{"given":"Joana","family":"Campos","sequence":"additional","affiliation":[{"name":"INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Portugal"}]},{"given":"Rui","family":"Prada","sequence":"additional","affiliation":[{"name":"INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Portugal"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","HHAI 2025"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA250664","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T14:37:31Z","timestamp":1758638251000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA250664"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,22]]},"ISBN":["9781643686110"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia250664","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9,22]]}}}