Paper Title
Application of an Artificial Neural Network to Predict Employment: A case study in a Bachelor of Sciences (Information Technology)

Abstract
This research is an application of data mining techniques to predict a job that meets the academic qualification in bachelor’s degree of information technology, Faculty of Information and Communication Technology, Silpakorn University. The results of the study in English, Core Program and the features needed to complete the course. There are 165 graduated students who completed the 2011 updated curriculum. This research uses two methods of data mining, which are divided into 2 phases: Decision Tree and Neural Network. The features needed are the knowledge of global economy, IT management, strategically, solution management, staff management and quality management, systems development process, programming and testing. Program that affects the job is the E-business, Management information systems, Human resource management, Senior project, Marketing, English language, Human computer interaction design and Object-oriented design. Index Terms - Bachelor, Data Mining, Neural Network, Prediction

Author - Thirachit Saenphon, Waralak V. Siricharoen

Published : Volume-6,Issue-9  ( Sep, 2019 )

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