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Suitability of training programme based on integrity traits identification


Mohamad Mohsin, Mohamad Farhan and Ahmad, Faudziah and Mohamed Din, Aniza and Ku-Mahamud, Ku Ruhana and Din, Roshidi (2011) Suitability of training programme based on integrity traits identification. International Journal of Scientific & Engineering Research, 2 (12). pp. 1-8. ISSN 2229-5518

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Abstract

Training programs for teacher’s development in Malaysia are organized ever year. The selection of teachers to attend trainings is currently done randomly, by rotation and not based on their work performance.This poses a problem in selecting the right teacher to attend the right course.Up until now, there is no intelligent model to assist the school management to determine the integrity level of teacher and assign them to the right training program. Thus, this study investigates the integrity traits of teacher using association rule technique with an aim, which can assist the school management to organize a training related to teachers’ integrity performance and to avoid sending the wrong teacher for the training.A dataset of Trainees Integrity Dataset representing 1500 secondary school teachers in Langkawi Island, Malaysia in the year 2009 were pre-processed and mined using apriori. Mining knowledge was analyzed based on demographic and integrity trait of teacher.The finding indicates that adaptability and stability are the weakest integrity trait among teachers. Teachers from the age group of 26 - 30 years are found to have lower integrity performance.However, other demographic factor such as gender, race, and grade position of teachers were not able to reflect their low integrity level in this study.Findings from this study can be used as guideline for school management to propose suitable training programs for teacher to improve their integrity mainly on adaptability and stability traits.

Item Type: Article
Uncontrolled Keywords: association mining, apriori, big five model, data mining, education training, teacher’s integrity
Subjects: L Education > L Education (General)
Divisions: College of Arts and Sciences
Depositing User: Dr. Mohamad Farhan Mohamad Mohsin
Date Deposited: 06 Oct 2013 00:57
Last Modified: 27 Oct 2013 06:06
URI: http://repo.uum.edu.my/id/eprint/9245

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