Developing Information Technology Model into Future Careers Forecast of Graduate Information Technology Major in Nakhonratchasima Rajabhat University

Abstract

The objective this study aimed for developing information technology model into future careers forecast of graduate information technology major, and study to the effects of future careers of graduate information technology major. The data method with two group of key informants were graduate information technology major in Nakhonratchasima Rajabhat University to finish during year of 2003-2017. The participants they all were by purposive samplings and 1,178 samples they all were by multistage random sampling. The collection came from documentary, theoretical and data mining technical into systematic of model by unstructured questionnaire and selected data by questionnaire into effects future career forecast. The data analysis on qualitative data to analyzed of content analysis, and quantitative data of percentage and regression analysis two technical term of accuracy and confidence. The study found that information technology model in careers future forecast at a key of three technical including clustering, naive bayes, decision tree, also, the information technology model in forecast had to efficient as percentage of 77.40 that highest level. The effects to future career forecast at level average to highest (1-3) such as programmer, business staffs and freelance career. By the model can be usefulness career future forecast decision of graduate information technology major.