A Combination Model of Multiple Artificial Intelligence Techniques Based on Genetic Algorithms for Investment Decision Support Aid : An Application to KOSPI

2009 ◽  
Vol 10 (1) ◽  
pp. 215-236 ◽  
Author(s):  
안현철 ◽  
Hyoung-yong Lee
Keyword(s):  
Artificial Intelligence ◽  
Genetic Algorithms ◽  
Decision Support ◽  
Investment Decision ◽  
Artificial Intelligence Techniques ◽  
Combination Model

Influence Diagram for Investment Portfolio Selection

2011 ◽  
pp. 62-78 ◽  
Author(s):  
Chui-Che Tseng
Keyword(s):  
Artificial Intelligence ◽  
Decision Support ◽  
Portfolio Selection ◽  
Investment Decision ◽  
Influence Diagram ◽  
Intelligence System ◽  
News Releases ◽  
Expert Opinions ◽  
Investment Decision Making ◽  
Investment Returns

The goal of an artificial intelligence decision support system is to provide the human user with an optimized decision recommendation when operating under uncertainty in complex environments. The particular focus of our discussion is the investment domain—the goal of investment decision making is to select an optimal portfolio that satisfies the investor’s objective or, in other words, to maximize the investment returns under the constraints given by investors. The investment domain contains numerous and diverse information sources, such as expert opinions, news releases, economic figures and so on. This presents the potential for better decision support but also poses the challenge of building a decision support agent for selecting, accessing, filtering, evaluating and incorporating information from different sources, and for making final investment recommendations. In this study we use an artificial intelligence system called influence diagram for portfolio selection. We found that the system outperform human portfolio managers and the market in the year of 1998 to 2002.

Strategic Utilization of Data Mining

2005 ◽  
pp. 2638-2642
Author(s):  
Chandra S. Amaravadi
Keyword(s):  
Artificial Intelligence ◽  
Data Mining ◽  
Decision Support ◽  
Information Systems ◽  
Relational Databases ◽  
Online Analytical Processing ◽  
Artificial Intelligence Techniques ◽  
The Past ◽  
Analytical Processing

In the past decade, a new and exciting technology has unfolded on the shores of the information systems area. Based on a combination of statistical and artificial intelligence techniques, data mining has emerged from relational databases and Online Analytical Processing as a powerful tool for organizational decision support (Shim et al., 2002).

Strategic Utilization of Data Mining

2008 ◽  
pp. 1689-1695
Author(s):  
Chandra S. Amaravadi
Keyword(s):  
Artificial Intelligence ◽  
Data Mining ◽  
Decision Support ◽  
Information Systems ◽  
Relational Databases ◽  
Online Analytical Processing ◽  
Artificial Intelligence Techniques ◽  
The Past ◽  
Analytical Processing

In the past decade, a new and exciting technology has unfolded on the shores of the information systems area. Based on a combination of statistical and artificial intelligence techniques, data mining has emerged from relational databases and Online Analytical Processing as a powerful tool for organizational decision support (Shim et al., 2002).

scholarly journals Water, Soil and Air Pollutants’ Interaction on Mangrove Ecosystem and Corresponding Artificial Intelligence Techniques Used in Decision Support Systems - A Review

IEEE Access ◽  
2021 ◽  
pp. 1-1
Author(s):  
Wen Yee Wong ◽  
Ayman Khallel Ibrahim Al-Ani ◽  
Khairunnisa Hasikin ◽  
Anis Salwa Mohd Khairuddin ◽  
Sarah Abdul Razak ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Decision Support ◽  
Decision Support Systems ◽  
Air Pollutants ◽  
Support Systems ◽  
Mangrove Ecosystem ◽  
Artificial Intelligence Techniques
Sign in / Sign up

Export Citation Format

Share Document