Predicting the direction of price movement in the Taiwan Stock Market. First, it has to focus on the dynamic change of stock price movement; second, it has to be designed according to the evaluation system applicable in the selected analytical environment; third, it has to be guided by the economic principle of supply-and-demand. While it is not using as larger size of historical stock price data as better, there must exist a problem as well as solution regarding the issue of optimal data size, as this concerns the best price-leading indicator to be found. Again, according to the basic principle of economics, this issue should be linked directly to the topic of company or industry business cycle. As a result, the findings from this study show that this linkage is quite satisfactory, although based on a somehow artificial way of judgment.