Uncertainty Management in Information Systems: From Needs to Solutions
Uncertainty Management in Information Systems: From Needs to Solutions
Uncertainty in Information Systems: An Introduction to Techniques and Applications
Uncertainty in Information Systems: An Introduction to Techniques and Applications
A logic for uncertain probabilities
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
The consensus operator for combining beliefs
Artificial Intelligence
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Semantic constraints for trust transitivity
APCCM '05 Proceedings of the 2nd Asia-Pacific conference on Conceptual modelling - Volume 43
Trust network analysis with subjective logic
ACSC '06 Proceedings of the 29th Australasian Computer Science Conference - Volume 48
A survey of trust and reputation systems for online service provision
Decision Support Systems
Simplification and analysis of transitive trust networks
Web Intelligence and Agent Systems
The Agent Reputation and Trust (ART) Testbed Architecture
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Conditional deduction under uncertainty
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Probabilistic logic under uncertainty
CATS '07 Proceedings of the thirteenth Australasian symposium on Theory of computing - Volume 65
Combining Trust and Reputation Management for Web-Based Services
TrustBus '08 Proceedings of the 5th international conference on Trust, Privacy and Security in Digital Business
Key figure impact in trust-enhanced recommender systems
AI Communications - Recommender Systems
Towards a precise semantics for authenticity and trust
Proceedings of the 2006 International Conference on Privacy, Security and Trust: Bridge the Gap Between PST Technologies and Business Services
Electronic Notes in Theoretical Computer Science (ENTCS)
Cumulative and averaging fusion of beliefs
Information Fusion
Corroborating information from disagreeing views
Proceedings of the third ACM international conference on Web search and data mining
SDSIrep: a reputation system based on SDSI
TACAS'08/ETAPS'08 Proceedings of the Theory and practice of software, 14th international conference on Tools and algorithms for the construction and analysis of systems
Towards a decision model based on trust and security risk management
AISC '09 Proceedings of the Seventh Australasian Conference on Information Security - Volume 98
Knowing what to believe (when you already know something)
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Bayesian knowledge corroboration with logical rules and user feedback
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Practitioner's challenges in designing trust into online systems
Journal of Theoretical and Applied Electronic Commerce Research
CoBayes: bayesian knowledge corroboration with assessors of unknown areas of expertise
Proceedings of the fourth ACM international conference on Web search and data mining
A trust-augmented voting scheme for collaborative privacy management
STM'10 Proceedings of the 6th international conference on Security and trust management
An algebra for trust dilution and trust fusion
FAST'09 Proceedings of the 6th international conference on Formal Aspects in Security and Trust
Incorporating fuzzy trust in collaborative filtering based recommender systems
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Addressing common vulnerabilities of reputation systems for electronic commerce
Journal of Theoretical and Applied Electronic Commerce Research
Practical aggregation operators for gradual trust and distrust
Fuzzy Sets and Systems
Trust and distrust aggregation enhanced with path length incorporation
Fuzzy Sets and Systems
A multi-dimensional and event-based model for trust computation in the social web
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Novel personal and group-based trust models in collaborative filtering for document recommendation
Information Sciences: an International Journal
A formal derivation of composite trust
FPS'12 Proceedings of the 5th international conference on Foundations and Practice of Security
Proceedings of the 22nd international conference on World Wide Web
An empirical evaluation of geometric subjective logic operators
AT'13 Proceedings of the Second international conference on Agreement Technologies
Security similarity based trust in cyber space
Knowledge-Based Systems
A trust-augmented voting scheme for collaborative privacy management
Journal of Computer Security - STM'10
| Hi-index | 0.00 |
Trust propagation is the principle by which new trust relationships can be derived from pre-existing trust relationship. Trust transitivity is the most explicit form of trust propagation, meaning for example that if Alice trusts Bob, and Bob trusts Claire, then by transitivity, Alice will also trust Claire. This assumes that Bob recommends Claire to Alice. Trust fusion is also an important element in trust propagation, meaning that Alice can combine Bob's recommendation with her own personal experience in dealing with Claire, or with other recommendations about Claire, in order to derive a more reliable measure of trust in Claire. These simple principles, which are essential for human interaction in business and everyday life, manifests itself in many different forms. This paper investigates possible formal models that can be implemented using belief reasoning based on subjective logic. With good formal models, the principles of trust propagation can be ported to online communities of people, organisations and software agents, with the purpose of enhancing the quality of those communities.