James N. K. Liu

Ronnie Cheung

Man-Chung Chan

This volume contains some research papers from the International Conference on Information Technology and Management organized by the Hong Kong Polytechnic University, in conjunction with the Institute of Systems Management (ISM). It comprises 30 selected and refereed papers in the development of enabling technologies, electronic commerce and knowledge management, and IT systems and applications. These papers feature the results of the latest research in the areas of information systems, enabling technologies, and business management, as well as potential applications in industries including education, finance, logistics, medical tourism, and IT services.

Challenges in Information Technology Management

Edward H. Y. Lim

Raymond S.T. Lee

The Knowledge Seeker 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 Knowledge Seeker 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.

James N. K. Liu

About

Books

Join the club