Ontology Extraction for Distributed Environments

نویسندگان

  • Derek H. Sleeman
  • Stephen Potter
  • David Stuart Robertson
  • Marco Schorlemmer
چکیده

Existing knowledge base resources have the potential to be valuable components of the Semantic Web and similar knowledge-based environments. However, from the perspective of these environments, these resources are often under-characterised, lacking the ontological characterisation that would enable them to be exploited fully. In this chapter we discuss a technique which can be applied to identify ontological knowledge implicit in a knowledge base. Based on this technique, a tool has been implemented which allows this knowledge to be extracted, thereby promoting the re-use of the resource. A discussion of some complementary research into brokering services within distributed knowledge architectures serves to illustrate the sort of environment in which such re-use might be enacted.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Presenting a method for extracting structured domain-dependent information from Farsi Web pages

Extracting structured information about entities from web texts is an important task in web mining, natural language processing, and information extraction. Information extraction is useful in many applications including search engines, question-answering systems, recommender systems, machine translation, etc. An information extraction system aims to identify the entities from the text and extr...

متن کامل

OntoLT: A Protégé Plug-In for Ontology Extraction from Text

Ontologies are views of the world that tend to evolve rapidly over time and between different applications. Currently, ontologies are often developed in a specific context with a specific goal in mind. However, it is ineffective and costly to build ontologies for each new purpose each time from scratch, which may cause a major barrier for their large-scale use in knowledge markup for the Semant...

متن کامل

ArabOnto: experimenting a new distributional approach for building Arabic ontological resources

Ontologies are useful for modelling and retrieving knowledge in complex information systems. Ontology construction environments use statistical and linguistic information to extract knowledge from corpora. Within the great improvement in this field, there is a need to introduce the Arabic language in these environments. We present the ArabOnto architecture modelling the process of Arabic ontolo...

متن کامل

An Ontology Tool for Distributed Information Environments

This paper describes how ontologies can be used for query formulation and semantic reconciliation in large distributed information environments. It presents a tool, written in Java, that can be used to create and browse ontologies, and construct ontology-based queries. The tool incorporates several abstraction mechanisms that enable users to manage large ontologies, which are typical of large i...

متن کامل

Semantic Completeness in Sub-ontology Extraction Using Distributed Methods

The use of ontologies lies at the very heart of the newly emerging era of Semantic Web. They provide a shared conceptualization of some domain that may be communicated between people and application systems. A common problem with web ontologies is that they tend to grow large in scale and complexity as a result of ever increasing information requirements. The resulting ontologies are too large ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2003