A Novel Hybrid AI System Framework for Crude Oil Price Forecasting

In this study, a novel hybrid AI system framework is developed by means of a systematic integration of artificial neural networks (ANN) and rulebased expert system (RES) with web-based text mining (WTM) techniques. Within the hybrid AI system framework, a fully novel hybrid AI forecasting approach with conditional judgment and correction is proposed for improving prediction performance. The proposed framework and approach are also illustrated with an example here.

• Type: Conference
• Year: 2004
• Where: CASDMKM
• Authors: Shouyang Wang, Lean Yu, Kin Keung Lai
• Keywords: AI Forecasting Approach, Artificial Neural Networks, CASDMKM 2004, Data Mining, Web-based Text Mining