Explain to me: Towards understanding privacy decisions
dc.contributor.author | Aycı, G. | |
dc.contributor.author | Şensoy, Murat | |
dc.contributor.author | Özgür, A. | |
dc.contributor.author | Yolum, P. | |
dc.date.accessioned | 2024-01-23T13:05:53Z | |
dc.date.available | 2024-01-23T13:05:53Z | |
dc.date.issued | 2023 | |
dc.identifier.issn | 1548-8403 | en_US |
dc.identifier.uri | http://hdl.handle.net/10679/9072 | |
dc.identifier.uri | https://www.ifaamas.org/Proceedings/aamas2023/forms/contents.htm | |
dc.description.abstract | Privacy assistants help users manage their privacy online. Their tasks could vary from detecting privacy violations to recommending sharing actions for content that the user intends to share. Recent work on these tasks are promising and show that privacy assistants can successfully tackle them. However, for such privacy assistants to be employed by users, it is important that these assistants can explain their decisions to users. Accordingly, this work develops a methodology to create explanations of privacy. The methodology is based on identifying important topics in a domain of interest, providing explanation schemes for decisions, and generating them automatically. We apply our proposed methodology on a real-world privacy data set, which contains images labeled as private or public to explain the labels. | en_US |
dc.description.sponsorship | Ministerie van Onderwijs, Cultuur en Wetenschap ; Nederlandse Organisatie voor Wetenschappelijk Onderzoek ; TÜBİTAK | |
dc.language.iso | eng | en_US |
dc.publisher | International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS) | en_US |
dc.relation | info:turkey/grantAgreement/TUBITAK/200712− 873 | |
dc.relation.ispartof | Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS | |
dc.rights | restrictedAccess | |
dc.title | Explain to me: Towards understanding privacy decisions | en_US |
dc.type | Conference paper | en_US |
dc.publicationstatus | Published | en_US |
dc.contributor.department | Özyeğin University | |
dc.contributor.authorID | (ORCID 0000-0001-8806-4508 & YÖK ID 41438) Şensoy, Murat | |
dc.contributor.ozuauthor | Şensoy, Murat | |
dc.identifier.startpage | 2790 | en_US |
dc.identifier.endpage | 2791 | en_US |
dc.subject.keywords | Explainability | en_US |
dc.subject.keywords | Online social networks | en_US |
dc.subject.keywords | Privacy | en_US |
dc.identifier.scopus | SCOPUS:2-s2.0-85164894044 | |
dc.relation.publicationcategory | Conference Paper - International - Institutional Academic Staff |
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