Predictive Approach of Case Base Reasoning in Artificial Intelligence

Abstract

Astrological Predictions have always been able to generate a lot of curiosity in human beings to know about their future. This belief of a large percentage of population in astrology needs to be verified by checking the scientific validity of astrology. This paper discuss about the experiments related to astrological predictions and try to find the scientific validity and rules for astrological prediction using Case Base Reasoning method. Various methods and classification techniques of Artificial Intelligence used for this purpose are Simple Cart, Logistic, Naive Bayes, Decision Stump, Decision Table and DTNB. Experiments are performed on astrological charts to identify whether the person will become internationally famous or not. Data of 240 persons were collected to perform these experiments. The data collected were time of birth, place of birth, and date of birth along with the status of the person that he is well known in the world or not. Out of 240 persons, 120 persons were internationally famous persons and remaining persons were not internationally famous. Results generated by the research were impressive and motivating.