Copyright © 2018 Dahlan Abdullah et al. This is an open access article distributed under the Creative Commons Attribution License, which per-
mits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
International Journal of Engineering & Technology, 7 (2.5) (2018) 88-91
International Journal of Engineering & Technology
Website: www.sciencepubco.com/index.php/IJET
Research Paper
Fuzzy Model Tahani as Decision Support System for
Employee Promotion
Dahlan Abdullah
1
*, Hardianto Djanggih
2
, S Suendri
3
, Hendra Cipta
4
, N Nofriadi
5
1
Department of Informatics, Universitas Malikussaleh, Aceh, Indonesia
2
Department of Law, Universitas Tompotika Luwuk Banggai, Luwuk Banggai, Indonesia
3
Department of Information System, Universitas Islam Negeri Sumatera Utara, Medan, Indonesia
4
Department of Mathematics, Universitas Islam Negeri Sumatera Utara, Medan, Indonesia
5
Department of Computer System, Sekolah Tinggi Manajemen dan Informatika Komputer Royal, Kisaran, Indonesia
*Corresponding author E-mail: dahlan@unimal.ac.id
Abstract
Human resources within organization is very important to support the progress and quality of companies in achieving goals. Increased
position is a very important factor for employee career planning and also to rejuvenate a position of occupation to be occupied by some-
one who has appropriate criteria to occupy a proposed position based on objective assessment and appropriate criteria variables. For that
required a system that can assist leaders in making decisions for promotion of positions in accordance with what is expected from the
company, it is necessary to design a decision support system using fuzzy database model Tahani method to assist in promotion.
Keywords: Human Resource, Fuzzy,Tahani, Tahani Model
1. Introduction
Human resources is very important thing to support the progress
and quality of the organization to achieve the goal [1]–[4]. Promo-
tion is an achievement that is expected for employees within an
organization based on the criteria that have been determined by
top management. The promotion process of promotion and career
planning is generally based on certain factors, such as education
level and working period, but there are many other factors to as-
sess a person for promotion of positions such as discipline, dili-
gence and accuracy or expertise owned by an employee [5], [6]
These factors can be managed by a system that can be helpful for
the decision maker[7]–[9] Data processing using human labor is
very vulnerable error[10]–[13], it can be happen because human
capabilities are very limited. Reducing errors that may occur is
very appropriate when using the computer[14] as a tool in data
processing and presents the information necessary for various
purposes[10], [15]–[18].Promotion in XYZ organization is still
manual and requires implementation of information technology
for data processing because an organization will be able to move
quickly if the information obtained is also fast and accurate espe-
cially in making decisions [2], [19]–[27] Decision Support System
(DSS) is one way that can be used for top management get rec-
ommendation promotion based on certain criteria, DSS with
Fuzzy Tahani model method can help top management in making
decision because this method is derived from artificial intelligence
that do processing with factor certainty and uncertainty[8], [14],
[28]–[31]. Fuzzy[30] database system is one of Fuzzy method that
uses standard database. In standard databases, data are classified
according to how the data is perceived by the user. Therefore in
the standard data database is displayed will come out like the data
has been stored. But in fact, if this happens, then should be used
Fuzzy database system. Fuzzy database used here is the Tahani
Fuzzy database system. This Tahani model still uses the standard
relation, only this model uses Fuzzy set theory to get information.
2. Methodology
Decision is the activity of choosing a strategy or action in solving
the problem[32]. The act of choosing a strategy or action that the
manager believes will provide the best solution to something is
called decision making. There are four phases in the decision mak-
ing process[33], [34]:
a. Search (intelligence)
This stage is the process of searching and detection of the scope of
problematic and the introduction of problems.
b. Design (design)
This stage is the process of discovering, developing, and analyzing
alternatives that can be done. This stage is a process to understand
the problem, find solutions and test the feasibility of the solution.
c. Choice (choice)
Selected among possible action alternatives, in this phase can be
combined with search or matching algorithms such as KMP, Boy-
er-Moore, BFS and DFS[35]–[40]. The election results are then
implemented in the decision-making process.
d. Implementation (implementation)
This stage is actually part of the election stage, this stage is the
implementation of the decision taken.