Fril++and Its Applications

Rossiter J.M., [No Value] T.H. Cao, Ma Z.

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

Abstract

We introduce a deductive probabilistic and fuzzy object-oriented database language, called FRIL++, which can deal with both probability and fuzziness. Its foundation is a logic-based probabilistic and fuzzy object-oriented model where a class property (i.e., an attribute or a method) can contain fuzzy set values, and uncertain class membership and property applicability are measured by lower and upper bounds on probability. Each uncertainly applicable property is interpreted as a default probabilistic logic rule, which is defeasible, and probabilistic default reasoning on fuzzy events is proposed for uncertain property inheritance and class recognition. The design, implementation, and basic features of FRIL++ are presented. FRIL++ can be used as both a modelling and a programming language, as demonstrated by its applications to machine learning, user modelling and modelling with words herein.
Translated title of the contributionFril++and Its Applications
Original languageEnglish
Title of host publicationAdvances in Fuzzy Object-Orientated Database: Modelling and Applications
PublisherIdea Group Inc
ISBN (Print)1591403855
Publication statusPublished - 2005

Bibliographical note

Other page information: 113-151
Other identifier: 2000327

Fingerprint Dive into the research topics of 'Fril++and Its Applications'. Together they form a unique fingerprint.

Cite this