Uncertainty and RuleML Rulebases: A Preliminary Report
نویسندگان
چکیده
Uncertainty, like imprecision and vagueness, has gained considerable attention the last decade. To this extend we present a preliminary report on extending the Rule Markup Language (RuleML) with fuzzy set theory, in order to be able to represent and handle vague knowledge. We also provide semantics for the case of fuzzy FOL RuleML.
منابع مشابه
Rulebase Integration for eCollaboration
This paper provides a classification of rulebase integration for eCollaboration. A variety of conflicts between rulebases are identified and guidelines for conflict resolutions are suggested. Based on the classification, a framework for rulebase integration is proposed containing two different integration approaches, namely interoperation and interchange. The problem of semantics-preserving rul...
متن کاملExperiences Using Deliberation RuleML 1.01 as Rule Interchange Language
After four decades of development, it is now well accepted that rules are one of the most suitable decisioning mechanism for changeintensive applications. Moreover, as web applications are expanding everywhere, rule languages allow to publish, trasmit, deploy, and execute rules on the Web. This paper describes some principles and practices of developing rulebases from computationally independen...
متن کاملDistributed Rule-based Agents with Rule Responder and Reaction RuleML 1.0
Rule Responder is a rule-based multi-agent framework in which agents run platform-specific rule engines as distributed inference services. They communicate with each other using Reaction RuleML as the common rule interchange format, e.g. for question answering or execution of mobile rule code in distributed problem solving, concurrent processing workflows and distributed event/action processing...
متن کاملRepresenting Uncertainty in RuleML
The RuleML initiative defines a normalized markup for expressing and exchange rules in the Semantic Web. However, the syntax of the language is still limited and lacks features for representing rule-based languages capable of handling uncertainty and vagueness. It is desirable to have a general extension of RuleML which accommodates major existing languages proposed in the latest two decades. T...
متن کاملA System for Automated Agent Negotiation with Defeasible Logic-Based Strategies - Preliminary Report
This paper reports on a system for automated agent negotiation. The negotiation strategies are expressed in defeasible logic, and are applied using the implemented reasoning system DR-DEVICE. The overall system architecture is described, and a particular 1-1 negotiation scenario is presented in detail.
متن کامل