Reputation and social network analysis in multi-agent systems
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
A logic for uncertain probabilities
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
A Subjective Metric of Authentication
ESORICS '98 Proceedings of the 5th European Symposium on Research in Computer Security
Supporting Trust in Virtual Communities
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 6 - Volume 6
Principles of Trust for MAS: Cognitive Anatomy, Social Importance, and Quantification
ICMAS '98 Proceedings of the 3rd International Conference on Multi Agent Systems
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Coping with inaccurate reputation sources: experimental analysis of a probabilistic trust model
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
An integrated trust and reputation model for open multi-agent systems
Autonomous Agents and Multi-Agent Systems
Trust representation and aggregation in a distributed agent system
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
CAT: a context-aware trust model for open and dynamic systems
Proceedings of the 2008 ACM symposium on Applied computing
An adaptive probabilistic trust model and its evaluation
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 3
Adaptability of the TRSIM Model to Some Changes in Agents Behaviour
ATC '08 Proceedings of the 5th international conference on Autonomic and Trusted Computing
Towards Trust-Based Acquisition of Unverifiable Information
CIA '08 Proceedings of the 12th international workshop on Cooperative Information Agents XII
Combining Cognitive with Computational Trust Reasoning
Trust in Agent Societies
A Trust-Based Incentive Mechanism for E-Marketplaces
Trust in Agent Societies
Dynamic information source selection for intrusion detection systems
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Maintenance-based trust for multi-agent systems
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Operators for propagating trust and their evaluation in social networks
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
An active trust model based on zero knowledge proofs for airborne networks
Proceedings of the 5th Annual Workshop on Cyber Security and Information Intelligence Research: Cyber Security and Information Intelligence Challenges and Strategies
An Agent-Based Approach for Autonomic Web Service Workflow Model
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
Trust-Oriented Composite Service Selection and Discovery
ICSOC-ServiceWave '09 Proceedings of the 7th International Joint Conference on Service-Oriented Computing
Modeling and mining of dynamic trust in complex service-oriented systems
Information Systems
Bootstrapping trust evaluations through stereotypes
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1
The state of the art in trust and reputation systems: a framework for comparison
Journal of Theoretical and Applied Electronic Commerce Research
Evidence-based trust: A mathematical model geared for multiagent systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Modelling dynamic forgetting in distributed information systems
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part II
BI'10 Proceedings of the 2010 international conference on Brain informatics
Context based trust normalization in service-oriented environments
ATC'10 Proceedings of the 7th international conference on Autonomic and trusted computing
“Do you trust me or not?” --Trust games in agent societies
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
A dynamic trust network for autonomy-oriented partner finding
Journal of Intelligent Information Systems
A probabilistic approach for maintaining trust based on evidence
Journal of Artificial Intelligence Research
Certainlogic: a logic for modeling trust and uncertainty
TRUST'11 Proceedings of the 4th international conference on Trust and trustworthy computing
Transactions on computational science XII
Trust as dependence: a logical approach
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Multi-layer cognitive filtering by behavioral modeling
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Leveraging Network Properties for Trust Evaluation in Multi-agent Systems
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Improving PGP Web of Trust through the Expansion of Trusted Neighborhood
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A survey of security issue in multi-agent systems
Artificial Intelligence Review
CRM: An efficient trust and reputation model for agent computing
Knowledge-Based Systems
Declarative and numerical analysis of edge creation process in trust-based social networks
DALT'09 Proceedings of the 7th international conference on Declarative Agent Languages and Technologies
Addressing common vulnerabilities of reputation systems for electronic commerce
Journal of Theoretical and Applied Electronic Commerce Research
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Proceedings of the 14th Annual International Conference on Electronic Commerce
A strategic reputation-based mechanism for mobile ad hoc networks
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Agents' cooperation based on long-term reciprocal altruism
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Trust Management for VANETs: Challenges, Desired Properties and Future Directions
International Journal of Distributed Systems and Technologies
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on agent communication, trust in multiagent systems, intelligent tutoring and coaching systems
Stereotypical trust and bias in dynamic multiagent systems
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on agent communication, trust in multiagent systems, intelligent tutoring and coaching systems
A socio-cognitive model of trust using argumentation theory
International Journal of Approximate Reasoning
Subgraph Extraction for Trust Inference in Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
From Path to Individual: A Distributed Reputation Detection Model for Information Diffusion
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
MATRI: a multi-aspect and transitive trust inference model
Proceedings of the 22nd international conference on World Wide Web
Macau: a basis for evaluating reputation systems
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Merging trust in collaborative filtering to alleviate data sparsity and cold start
Knowledge-Based Systems
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Trust should be substantially based on evidence. Further, a key challenge for multiagent systems is how to determine trust based on reports from multiple sources, who might themselves be trusted to varying degrees. Hence an ability to combine evidence-based trust reports in a manner that discounts for imperfect trust in the reporting agents is crucial for multiagent systems. This paper understands trust in terms of belief and certainty: A's trust in B is reflected in the strength of A's belief that B is trustworthy. This paper formulates certainty in terms of evidence based on a statistical measure defined over a probability distribution of the probability of positive outcomes. This novel definition supports important mathematical properties, including (1) certainty increases as conflict increases provided the amount of evidence is unchanged, and (2) certainty increases as the amount of evidence increases provided conflict is unchanged. Moreover, despite a more subtle definition than previous approaches, this paper (3) establishes a bijection between evidence and trust spaces, enabling robust combination of trust reports and (4) provides an efficient algorithm for computing this bijection.