عنوان

Knowledge seeker :

3642179150

3642179169

9783642179150

9783642179167

9783642179150

b764529

Knowledge seeker :

[Book]

ontology modelling for information search and management : a compendium /

Edward H.Y. Lim, James N.K. Liu, and Raymond S.T. Lee.

Berlin :

Springer,

©2011.

©2011

1 online resource (xxvi, 237 pages) :

illustrations (some color)

Intelligent systems reference library ;

v. 8

Includes bibliographical references (pages 195-209).

pt. 1. Introduction -- pt. 2. KnowledgeSeeker : an ontology modeling and learning framework -- pt. 3. KnowledgeSeeker applications.

0

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.

Springer

978-3-642-17915-0

Knowledge Seeker.

9783642179150

Information storage and retrieval systems.

Knowledge management.

Machine learning.

Ontologies (Information retrieval)

Ontology.

Information storage and retrieval systems.

Ingénierie.

Knowledge management.

LANGUAGE ARTS & DISCIPLINES-- Library & Information Science-- General.

Machine learning.

Ontologies (Information retrieval)

Ontology.

LAN-- 025000

UYQ

Lim, Edward H. Y.

Lee, R. S. T., (Raymond S. T.)

Liu, J. N. K., (James N. K.)

20201204235619.0

pn

[Book]

Y