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Full Description
As banks, financial services, insurances, and economic research units worldwide strive to add knowledge based capabilities to their analyses and services, or to create new ones, this volume aims to provide them with concrete tools, methods and application possibilities. The tutorial component of the book relies on case study illustrations, and on source code in some of the major artifiical intelligence languages. The applications related component includes an extensive survey of real projects, and a number of thorough generic methods and tools for auditing, technical analysis, information screens and natural-language front-ends. The research related component highlights novel methods and software for economic reasoning under uncertainty and for fusion of qualitative/quantative model-based economic reasoning.
Contents
From the Contents: A Reader's Guide: Introduction: The Strategic Challenge to Banks, Financial Services and Economics.- Basic Concepts.- Applications of Artificial Inntelligence in Banking, Financial Services and Economics.- Knowledge Representation.- Artificial Intelligence Programming Languages.- Search and Causal Analysis.- Neural Processing and Inductive Learning.- Technical Analysis for Securities Trading.- Intelligent Information Screens.- Natural Language Front-Ends to Economic Models.- Trade Selection with Uncertain Reasoning on Technical Indicators.- Currency Risk Management.- Reasoning Procedures in Knowledge-Based Systems for Economics and Management.- Appendix 1: Software Codes: Prolog Code for the Tax Adviser.- An Algorithm for Causal and Consistency Analysis.- Prolog NL Parser for Economic Statements.- Appendix 2: Predefined LISP and Prolog Expressions.
