Intelligent human resource information system (i-HRIS) : a holistic decision support framework for HR excellence
Joint Authors
Masum, Abd al-Qadir
Beh, Loo See
Hoque, Kazi
Azad, Abu al-Kalam
Source
The International Arab Journal of Information Technology
Issue
Vol. 15, Issue 1 (31 Jan. 2018)
Publisher
Publication Date
2018-01-31
Country of Publication
Jordan
Main Subjects
Information Technology and Computer Science
Abstract EN
Nowadays, Human Resource Information System (HRIS) plays a strategic role in the decision making process for effective and efficient Human Resource Management (HRM).
For Human Resource (HR) decision making, most of the researchers propose expert systems or knowledge-based systems.
Unfortunately, there are some limitations in both of expert system and knowledge-based system.
In this paper, we have proposed a framework of Intelligent Human Resource Information System (i-HRIS) applying Intelligent Decision Support System (IDSS) along with Knowledge Discovery in Database (KDD) to improve structured, especially semistructured and unstructured HR decision making process.
Moreover, the proposed HR IDSS stores and processes information with a set of Artificial Intelligent (AI) tools such as knowledge-based reasoning, machine learning and others.
These AI tools are used to discover useful information or knowledge from past data and experience to support decision making process.
We have likewise attempted to investigate IDSS applications for HR problems applying hybrid intelligent techniques such as machine learning and knowledge-based approach for new knowledge extraction and prediction.
In summation, the proposed framework consists of input subsystems, decision making subsystems and output subsystems with ten HR application modules.
American Psychological Association (APA)
Masum, Abd al-Qadir& Beh, Loo See& Azad, Abu al-Kalam& Hoque, Kazi. 2018. Intelligent human resource information system (i-HRIS) : a holistic decision support framework for HR excellence. The International Arab Journal of Information Technology،Vol. 15, no. 1.
https://search.emarefa.net/detail/BIM-811825
Modern Language Association (MLA)
Masum, Abd al-Qadir…[et al.]. Intelligent human resource information system (i-HRIS) : a holistic decision support framework for HR excellence. The International Arab Journal of Information Technology Vol. 15, no. 1 (Jan. 2018).
https://search.emarefa.net/detail/BIM-811825
American Medical Association (AMA)
Masum, Abd al-Qadir& Beh, Loo See& Azad, Abu al-Kalam& Hoque, Kazi. Intelligent human resource information system (i-HRIS) : a holistic decision support framework for HR excellence. The International Arab Journal of Information Technology. 2018. Vol. 15, no. 1.
https://search.emarefa.net/detail/BIM-811825
Data Type
Journal Articles
Language
English
Notes
Includes appendix.
Record ID
BIM-811825