Knowledge seeker : ontology modelling for information search and management : a compendium
by
Lim, Edward H. Y.
Title
:
Knowledge seeker : ontology modelling for information search and management : a compendium
Author
:
Lim, Edward H. Y.
ISBN
:
9783642179167
9783642179150
Personal Author
:
Lim, Edward H. Y.
Publication Information
:
Berlin : Springer, ©2011.
Physical Description
:
1 online resource (xxvi, 237 pages) : illustrations (some color).
Series
:
Intelligent systems reference library ; v. 8
Intelligent systems reference library ; v. 8.
Contents
:
pt. 1. Introduction -- pt. 2. KnowledgeSeeker : an ontology modeling and learning framework -- pt. 3. KnowledgeSeeker applications.
Abstract
:
The KnowledgeSeeker is a useful system to develop various intelligent applications such as ontology-based search engine, ontology-based text classification system, ontological agent system, and semantic web system etc. The KnowledgeSeeker contains four different ontological components. First, it defines the knowledge representation model ¡V Ontology Graph. Second, an ontology learning process that based on chi-square statistics is proposed for automatic learning an Ontology Graph from texts for different domains. Third, it defines an ontology generation method that transforms the learning outcome to the Ontology Graph format for machine processing and also can be visualized for human validation. Fourth, it defines different ontological operations (such as similarity measurement and text classification) that can be carried out with the use of generated Ontology Graphs. The final goal of the KnowledgeSeeker system framework is that it can improve the traditional information system with higher efficiency. In particular, it can increase the accuracy of a text classification system, and also enhance the search intelligence in a search engine. This can be done by enhancing the system with machine processable ontology.
Local Note
:
eBooks on EBSCOhost
Subject Term
:
Ontologies (Information retrieval)
Information storage and retrieval systems.
Knowledge management.
Machine learning.
Ontology.
LANGUAGE ARTS & DISCIPLINES -- Library & Information Science -- General.
Ingénierie.
Information storage and retrieval systems. (OCoLC)fst00972781
Knowledge management. (OCoLC)fst00988184
Machine learning. (OCoLC)fst01004795
Ontologies (Information retrieval) (OCoLC)fst01739863
Ontology. (OCoLC)fst01045995
Engineering.
Computational Intelligence.
Artificial Intelligence (incl. Robotics).
Operation Research/Decision Theory.
Genre
:
Electronic books.
Added Author
:
Liu, J. N. K. (James N. K.)
Lee, R. S. T. (Raymond S. T.)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 2106529-1001 | TK5105.88815 .L56 2011 | EBSCO E-Books |