Abstract

Ontology has been recognized as a knowledge representation mechanism that supports a semantic web application. The semantic web application that supports lesson plan construction is crucial for teachers to deal with the massive information sources from various domains on the web. Thus, knowledge in lesson plan domain needs to be represented accordingly so that the search on the web will retrieve relevant materials only. Essentially, such retrieval needs an appropriate representation of the domain problem. The emergence of semantic web technology provides a promising solution to improve the representation, sharing, and re-use of information to support decision making. Thus, the knowledge of lesson plan domain needs to be represented ontologically to support efficient retrieval of semantic web application in the domain of lesson plan. This paper presents a new methodology for ontology development representation of lesson plan domain to support semantic web application. The methodology is focused on the important model, tools, and techniques in each phase of the development. The methodology consists of four phases, namely requirements analysis, development, implementation, evaluation and maintenance.

Highlights

  • Ontology is widely used for knowledge representation in artificial intelligence, information retrieval and semantic web [15]

  • Ontology provides a common understanding of specific domains and is expressed as a formal representation of knowledge by a set of concepts within a domain and the relationship between these concepts [18]. [5] has built an ontology of lesson plan in the form of hierarchical taxonomy that shows the semantic relationships between terms in lesson plan domain

  • This is in line with was discussed by [22] which state that the organization of elements in knowledge representation must facilitate the retrieval of useful information

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Summary

Introduction

Ontology is widely used for knowledge representation in artificial intelligence, information retrieval and semantic web [15]. Ontology provides a common understanding of specific domains and is expressed as a formal representation of knowledge by a set of concepts within a domain and the relationship between these concepts [18]. [5] has built an ontology of lesson plan in the form of hierarchical taxonomy that shows the semantic relationships between terms in lesson plan domain. The taxonomy was used to produce relevant search results using semantics approach in a case based reasoning (CBR) system. This is parallel to what was stated by [8], ontology can enhance CBR systems in many dimensions. The search result is limited to cases defined in the database

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