Algorithms for association rule mining — a general survey and comparison
ACM SIGKDD Explorations Newsletter
The Design of Intelligent Agents: A Layered Approach
The Design of Intelligent Agents: A Layered Approach
Speculative computation with multi-agent belief revision
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
A Constraint Optimization Framework for MultiAgent Anytime Scheduling
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Autonomous Agents and Multi-Agent Systems
Speculative Computation by Abduction under Incomplete Communication Environments
ICMAS '00 Proceedings of the Fourth International Conference on MultiAgent Systems (ICMAS-2000)
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
QoS-Aware Middleware for Web Services Composition
IEEE Transactions on Software Engineering
Semantic Service Integration Support for Web Portal
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
ACM Computing Surveys (CSUR)
Speculative Computation and Abduction for an Autonomous Agent*
IEICE - Transactions on Information and Systems
Effective missing data prediction for collaborative filtering
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Adaptive quality of service management for enterprise services
ACM Transactions on the Web (TWEB)
Association rule and quantitative association rule mining among infrequent items
Proceedings of the 8th international workshop on Multimedia data mining: (associated with the ACM SIGKDD 2007)
Workflow management versus case handling: results from a controlled software experiment
Proceedings of the 2008 ACM symposium on Applied computing
Towards adjustable autonomy for the real world
Journal of Artificial Intelligence Research
Managing many web service compositions by task decomposition and service quality evaluation
PAKM'06 Proceedings of the 6th international conference on Practical Aspects of Knowledge Management
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In this paper, we propose a concept for service called "kiga-kiku" service. In that, an agent proactively detect potential failures in providing a series of services for users, and prepare and execute follow-up plans for the failures automatically. The name of "kiga-kiku" is derived from a Japanese word meaning of proactive behavior to keep comfort of other people by using prediction of other people's behaviors, wishes, and preferences with shared social context. We show that a certain kind of "kiga-kiku" service can be realized as a combination of inference capability about preparation of possible failures and execution of follow-up plans in an acceptable cost. We also present a case study about "kiga-kiku" service and we show it is possible to implement such mechanism by simply adding a "kiga-kiku" service agent as a front-end to the existing service systems in a reasonable development cost.