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Self-disclosure decision making based on intimacy and privacy

Such, Jose M. and Espinosa, Agustin and Garcia-Fornes, Ana and Sierra, Caries (2012) Self-disclosure decision making based on intimacy and privacy. Information Sciences, 211. pp. 93-111. ISSN 0020-0255

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Abstract

Autonomous agents may encapsulate their principals' personal data attributes. These attributes may be disclosed to other agents during agent interactions, producing a loss of privacy. Thus, agents need self-disclosure decision-making mechanisms to autonomously decide whether disclosing personal data attributes to other agents is acceptable or not. Current self-disclosure decision-making mechanisms consider the direct benefit and the privacy loss of disclosing an attribute. However, there are many situations in which the direct benefit of disclosing an attribute is a priori unknown. This is the case in human relationships, where the disclosure of personal data attributes plays a crucial role in their development. In this paper, we present self-disclosure decision-making mechanisms based on psychological findings regarding how humans disclose personal information in the building of their relationships. We experimentally demonstrate that, in most situations, agents following these decision-making mechanisms lose less privacy than agents that do not use them. (C) 2012 Elsevier Inc. All rights reserved.

Item Type: Article
Journal or Publication Title: Information Sciences
Additional Information: The final, definitive version of this article has been published in the Journal, Information Sciences 211, 2012, © ELSEVIER.
Uncontrolled Keywords: Multi-agent systems ; Privacy ; Intimacy ; Information theory
Subjects: UNSPECIFIED
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 60416
Deposited By: ep_importer_pure
Deposited On: 04 Dec 2012 09:25
Refereed?: Yes
Published?: Published
Last Modified: 15 May 2013 11:16
Identification Number:
URI: http://eprints.lancs.ac.uk/id/eprint/60416

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