A Fuzzy Ontology and Its Application to News Summarization


 A fuzzy ontology and its application to news summarization are presented in this project. Domain ontology with crisp concepts has been extended to include fuzzy ontology with fuzzy concepts as a subset. Uncertainty reasoning problems can be solved by using domain knowledge rather than domain ontology.

To begin, domain experts have created an ontology of news events. Preprocessing will generate meaningful terms from news corpus and domain expert-defined Chinese news dictionary.

The term classifier will then sort the meaningful terms based on the news's events. Each fuzzy concept in the fuzzy ontology will have a membership degree generated by the fuzzy inference mechanism. Each fuzzy concept has a set of membership degrees linked to different domain ontology events.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE : Flipping Free Conditions and Their Application in Sparse Network Localization ABSTRACT: An essential challenge involves determining the topology of a network based on the distances between its nodes. When there
PROJECT TITLE : Scheduling Real-Time Parallel Applications in Cloud to Minimize Energy Consumption ABSTRACT: The concept of cloud computing has emerged as an important paradigm in recent years. Cloud computing enables users to
PROJECT TITLE : Scheduling Algorithms for Efficient Execution of Stream Workflow Applications in Multicloud Environments ABSTRACT: The applications used for processing large amounts of data are becoming increasingly complicated.
PROJECT TITLE : Real-Time Learning from an Expert in Deep Recommendation Systems with Application to mHealth for Physical Exercises ABSTRACT: In today's increasingly digital world, recommendation systems are playing an increasingly
PROJECT TITLE : DaRe: Data Recovery through Application Layer Coding for LoRaWAN ABSTRACT: Internet of Things (IoT) solutions are being implemented for smart applications in an increasing number of cases. In order to ensure

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry