Intelligent agents in portfolio management
Agent technology
OKBC: a programmatic foundation for knowledge base interoperability
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Distributed Intelligent Agents
IEEE Expert: Intelligent Systems and Their Applications
What Are Ontologies, and Why Do We Need Them?
IEEE Intelligent Systems
Building a Chemical Ontology Using Methontology and the Ontology Design Environment
IEEE Intelligent Systems
Distributed Repositories of Highly Expressive Reusable Ontologies
IEEE Intelligent Systems
Collaborative and Scalable Financial Analysis with Multi-Agent Technology
HICSS '99 Proceedings of the Thirty-second Annual Hawaii International Conference on System Sciences-Volume 5 - Volume 5
From Wall Street to Main Street: Reaching out to Small Investors
HICSS '99 Proceedings of the Thirty-second Annual Hawaii International Conference on System Sciences-Volume 5 - Volume 5
A configurable translation-based cross-lingual ontology mapping system to adjust mapping outcomes
Web Semantics: Science, Services and Agents on the World Wide Web
Improving financial data quality using ontologies
Decision Support Systems
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Intelligent agent technologies hold great promise for the financial services and investment industries such as portfolio management. In financial investment, a multi-agent system approach is natural because of the multiplicity of information sources and the different expertise that must be brought to bear to produce a good recommendation (such as a stock buy or sell decision). The agents in a multi-agent system need to coordinate, cooperate or communicate with each other to solve a complex problem. However, ontologies are a key component in how different agents in a multi-agent system can communicate effectively, and how the knowledge of agents can develop. This paper presents a case study in building an ontology in financial investment. The lessons we learned from the construction process are discussed. Based on our ontology development experience and the current development of ontologies, a framework of next generation ontology construction tools, which is aimed to facilitate the ontology construction, is proposed.