UMBC ebiquity

Creating and Exploiting a Hybrid Knowledge Base for Linked Data

Authors: Zareen Syed, and Tim Finin

Book Title: Agents and Artificial Intelligence

Date: April 25, 2011

Abstract: Twenty years ago Tim Berners-Lee proposed a distributed hypertext system based on standard Internet protocols. The Web that resulted fundamentally changed the ways we share information and services, both on the public Internet and within organizations. That original proposal contained the seeds of another effort that has not yet fully blossomed: a Semantic Web designed to enable computer programs to share and understand structured and semi-structured information easily. We will review the evolution of the idea and technologies to realize a Web of Data and describe how we are exploiting them to enhance information retrieval and information extraction. A key resource in our work is Wikitology, a hybrid knowledge base of structured and unstructured information extracted from Wikipedia.

Type: InBook

Editors: Joaquim Filipe, Ana Fred, and Bernadette Sharp

Publisher: Springer

Series: Revised Selected Papers Series: Communications in Computer and Information Science

Note: This book is contains 17 refereed, revised papers selected from the Second International Conference on Agents and Artificial Intelligence, ICAART, held in Valencia, Spain, in January 2010.

Volume: 129

Tags: semantic web, wikipedia, information extraction, knowledge base, linked data

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