Privacy in e-commerce: examining user scenarios and privacy preferences
Proceedings of the 1st ACM conference on Electronic commerce
A critical review of multi-objective optimization in data mining: a position paper
ACM SIGKDD Explorations Newsletter
A study of preferences for sharing and privacy
CHI '05 Extended Abstracts on Human Factors in Computing Systems
The value of privacy: optimal strategies for privacy minded agents
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
IEEE Security and Privacy
On agent technology for e-commerce: trust, security and legal issues
The Knowledge Engineering Review
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Proceedings of the 18th international conference on World wide web
The Future of Identity in the Information Society: Challenges and Opportunities
The Future of Identity in the Information Society: Challenges and Opportunities
A utility-theoretic approach to privacy and personalization
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Privacy preservation with X.509 standard certificates
Information Sciences: an International Journal
Inferring privacy information from social networks
ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
Beyond k-anonymity: a decision theoretic framework for assessing privacy risk
PSD'06 Proceedings of the 2006 CENEX-SDC project international conference on Privacy in Statistical Databases
Studying the impact of negotiation environments on negotiation teams' performance
Information Sciences: an International Journal
Magentix2: A privacy-enhancing Agent Platform
Engineering Applications of Artificial Intelligence
Tasks for agent-based negotiation teams: Analysis, review, and challenges
Engineering Applications of Artificial Intelligence
Enhancing privacy in Multi-agent Systems
AI Communications
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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.