Automatic domain ontology construction mechanism

Ontologies play vital role in agent communication in present semantic web. Manual construction of ontology is very complex and time consuming process. Thus it is mandatory to automate this task. A number of tools have been created to help the ontology generation in a semi automatic or manual way. But there is no standard framework for complete automation of this process. Though ontologies are highly reusable so based on a basic ontology other ontologies may be built for specific application domain. This work attempts to present a mechanism for automatic construction of ontology using intelligent agents.

[1]  Asunción Gómez-Pérez,et al.  Overview and analysis of methodologies for building ontologies , 2002, The Knowledge Engineering Review.

[2]  Marta Sabou,et al.  Extracting ontologies from software documentation: a semi-automatic method and its evaluation , 2004 .

[3]  Harith Alani,et al.  Position paper: ontology construction from online ontologies , 2006, WWW '06.

[4]  Eva Blomqvist.  Fully Automatic Construction of Enterprise Ontologies Using Design Patterns: Initial Method and First Experiences , 2005, OTM Conferences.

[5]  C. V. Aart.  Creating and Using Ontologies in Agent Communication � , 2002 .

[6]  Ivan Bedini,et al.  Automatic Ontology Generation : State of the Art , 2007 .

[7]  A. K. Sharma,et al.  Design of an Intelligent and Adaptive Mapping Mechanism for Multiagent Interface , 2011, HPAGC.

[8]  Hele-Mai Haav,et al.  An Application of Inductive Concept Analysis to Construction of Domain-specific Ontologies , 2003 .

[9]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993 .

[10]  Dimple Juneja,et al.  Introducing Trust Establishment Protocol in Contract Net Protocol , 2010, 2010 International Conference on Advances in Computer Engineering.

[11]  K. Raja,et al.  An Ontology Construction Approach for the Domain Of Poultry Science Using Protege , 2013, ArXiv.

[12]  N. F. Noy,et al.  Ontology Development 101: A Guide to Creating Your First Ontology , 2001 .

[13]  Johanna Völker,et al.  Ontologies on demand? : A description of the state-of-the-art, applications, challenges and trends for ontology learning from text , 2006 .

[14]  Heiner Stuckenschmidt,et al.  Ontology-Based Integration of Information - A Survey of Existing Approaches , 2001, OIS@IJCAI.

[15]  Michael Wooldridge,et al.  Intelligent agents: theory and practice The Knowledge Engineering Review , 1995 .

[16]  Schubert Foo,et al.  Ontology research and development. Part 1 - a review of ontology generation , 2002, J. Inf. Sci..

[17]  James A. Hendler,et al.  Agents and the Semantic Web , 2001, IEEE Intell. Syst..

[18]  Nicholas R. Jennings,et al.  Intelligent agents: theory and practice , 1995, The Knowledge Engineering Review.

[19]  Balakrishnan Chandrasekaran,et al.  What are ontologies, and why do we need them? , 1999, IEEE Intell. Syst..

[20]  H. Sofia Pinto,et al.  Ontologies: How can They be Built? , 2004, Knowledge and Information Systems.

[21]  D. Mladení,et al.  SEMI-AUTOMATIC DATA-DRIVEN ONTOLOGY CONSTRUCTION SYSTEM , 2006 .

[22]  Claus Pahl,et al.  Developing Domain Ontologies for Course Content , 2007, J. Educ. Technol. Soc..

[23]  Ahmed A. Rafea,et al.  TextOntoEx: Automatic ontology construction from natural English text , 2008, Expert Syst. Appl..