Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Stock trading activities are always very popular in many countries. Generally, investors with various backgrounds have different preferences over the stocks they trade. In literature, a number of studies examine the institutions' holding preferences for certain stock characteristics when choosing the security portfolio. Hover, very few studies investigate the stock trading preferences of individual investors. ,  focus on two factors which affect the portfolio choices of investors, which are stock characteristics and investor features. In particular, a self-organizing map (SOM) is used to group a certain number of clusters based on a chosen dataset. Then, the decision tree model is used to extract useful rules from the clusters which contain the most trading records in the sample.  find that if the investors are females, less althy, and make stock trades with lor frequencies, they will be more careful and conservative. On the other hand, if the investors are males, having a high level of alth, and make stock trades very often, they tend to choose stocks with high EPS, high market-to-book, and high prices.
['Chih-Fong Tsai', 'Yuah-Chiao Lin', 'Yi-Ting Wang']
I am writing a research paper on a idea DISCOVERING STOCK TRADING PREFERENCES BY SELF-ORGANIZING MAPS AND DECISION TREES
[{"from": "human", "value": "I am writing a research paper on a idea DISCOVERING STOCK TRADING PREFERENCES BY SELF-ORGANIZING MAPS AND DECISION TREES"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Stock trading activities are always very popular in many countries. Generally, investors with various backgrounds have different preferences over the stocks they trade. In literature, a number of studies examine the institutions' holding preferences for certain stock characteristics when choosing the security portfolio. Hover, very few studies investigate the stock trading preferences of individual investors. ,  focus on two factors which affect the portfolio choices of investors, which are stock characteristics and investor features. In particular, a self-organizing map (SOM) is used to group a certain number of clusters based on a chosen dataset. Then, the decision tree model is used to extract useful rules from the clusters which contain the most trading records in the sample.  find that if the investors are females, less althy, and make stock trades with lor frequencies, they will be more careful and conservative. On the other hand, if the investors are males, having a high level of alth, and make stock trades very often, they tend to choose stocks with high EPS, high market-to-book, and high prices."}]