Combining collaborative filtering with personal agents for better recommendations
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Chance discoveries for making decisions in complex real world
New Generation Computing
Consensus system for solving conflicts in distributed systems
Information Sciences—Informatics and Computer Science: An International Journal
Promoting Recommendations: An Attack on Collaborative Filtering
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
A Computational Model of Trust and Reputation for E-businesses
HICSS '02 Proceedings of the 35th Annual Hawaii International Conference on System Sciences (HICSS'02)-Volume 7 - Volume 7
Social ReGreT, a reputation model based on social relations
ACM SIGecom Exchanges - Chains of commitment
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis
INFORMS Journal on Computing
Linear Temporal Sequences and Their Interpretation Using Midpoint Relationships
IEEE Transactions on Knowledge and Data Engineering
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
Preventing shilling attacks in online recommender systems
Proceedings of the 7th annual ACM international workshop on Web information and data management
Structural Periodic Measures for Time-Series Data
Data Mining and Knowledge Discovery
Attack detection in time series for recommender systems
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Trust no one: evaluating trust-based filtering for recommenders
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
A protocol for a distributed recommender system
Trusting Agents for Trusting Electronic Societies
Consensus Choice for Reconciling Social Collaborations on Semantic Wikis
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
| Hi-index | 12.06 |
Knowledge management systems have been inter-networked with each other on distributed environment, e.g., peer-to-peer (P2P) networks. However, as some of users take malicious actions, the corresponding information (or knowledge) on the P2P networks might be contaminated and distorted. In this paper, we propose a robust information diffusion (or propagation) model to detect the malicious peers from which the risks (e.g., information distortion) was originated on P2P networks. Thereby, we want to trace social interactions among peers to identify a recommendation flow and collect them. Given a set of recommendation flows, statistical sequence mining method is exploited to discover a certain social position which provides peculiar patterns on the P2P networks. For evaluating the proposed method, we conducted two experimentations with NetLogo simulation platform for risk discovery on social network.