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ICCSET 2018, October 25-26, Kudus, Indonesia
Copyright © 2018 EAI
DOI 10.4108/eai.24-10-2018.2280567
Determine The Position of Basketball Players Using
SMART (Simple Multi-Atribute Rating Technique)
Method
Muhammad Ali Syakur1, Sigit Susanto Putro 2, Achmad Roviqi3, Achmad Jauhari4, Devie
Rosa Anamisa5, Eka Malasari Rochman6, Mula’ab 7 {syakurali@yahoo.co.id1, sigitida.06@gmail.com2, achmadroviqi@yahoo.com3}
Informatic Engineering Courses, The Faculty of Engineering, Universitas trunojoyo Madura
Jalan Raya Telang, PO BOX 02 Kamal, Bangkalan – 691621234567
Abstract. Basketball players usually have some playing position. A coach will determine
the right position in the competition by looking the data of players. Therefore, with
decision support system determine the position of the basketball player by coach is very
helpful to achieve the maximum result in every competition. For building decision
support system, selection position of the player comes from the player’s data using the
SMART method the purpose of providing recommendation to the coaches for the
selection the each player’s position, as well knowing the needs of the five player who
matched is placed on the center position, point guard, Shooting guard, small forward and
power forward. The result of SMART can be implemented in the election system
player’s position and has a 61% accuracy is obtained from the result of comparison
between the result of the calculation system with the data of the coaches
recommendation.
Keywords: basket ball, player position, SMART.
1 Introduction
Basketball is one exercise that is done for one’s physical fitness. Many exercise can do it
by someone with the abilities and their talents. One of Exercise in Indonesia is Basketball, this
exercise have many fans from student in high school and collage. Basketball is exercise
healthy body organs, entertaining and fun [1].
Basketball played by two team where each team has five core players with the goal of
inserting the ball into the ring of opponent as much as possible, and block the opponent attack
for that did not put the ball into the ring. While most replacement players are seven people, so
each team consists of 12 people, such as Point Guard, small forward, center, big forward and,
power forward [2]. To winning the competition, need a strong team. For building a strong
team need a reliable players obtained by doing player’s selection. The Selection of core player
basketball in sports is very important for coach to bring the club to win.
Some basketball club in each year always receive registration new member who want to
join the club. By looking the develop and high interest, so that make difficult for coach to
determine the player’s position. Because every each player has same skill.
482
Point guard player. Small forward, center, big forward, center, big forward, and power
forward is a vital player, In basketball a lot of criteria that must be supplied so that a player
can become a player basket from the body's endurance, posture, Shooting, Passing,
Rebounding and Dribble. This player has the ability to manipulate the ball so good, good
feeder and a good shooter. [2]
The purpose of this system was created to provide recommendations to the coach for a
placement position of each player, as well as helping coach to know team player needs where
a suitable position is placed on the center. This research using SMART method because
SMART method is a method of settlement of multicriteria where in determining the position
of the player's center many criteria to be considered. [3] the SMART Method is more suitable
to use in this case study as compared to other methods, such as Profile Matching and AHP
(Analytical Hierarchy Process). On the methods of profile matching mechanism in decision
making by assuming that there is a level of an ideal predictor variables that must be met by the
subjects examined, rather than the minimum levels that must be met or passed. [4]
The expected results in this study that is how accurate the utilization of SMART method
taking into account criteria corresponding to a given player exercise trainer in an application
decision support system determines the position of the player in the competition of basketball.
2 Method
2.1 SMART (Simple Multi-Atribute Rating Technique)
SMART using Adaptive linear model to predict the value of each alternative. SMART more
used because of its simplicity in responding to the needs of decision makers and how to
analyze the response. The best analysis is transparent so that this method gives an
understanding of the high problems and be accepted by decision makers. Weighting on
SMART using a scale of 0 to 1, so make easier the calculation and comparison of the values
on each alternatives. [5] SMART Model used :
(1)
Description :
= weight value of the j criteria and the k criteria
= value of utility the i criteria for the i criteria
SMART has some advantages compared to other decision-making methods, namely :
1. May perform addition/subtraction On alternative methods of SMART addition or
alternative reduction will not affect the calculation of weighting because each
assessment alternative are not mutually dependent.
2. The calculation method on SMART more simple so is not need a complicated
mathematical calculations with a strong mathematical understanding.
483
3. Process in analyzing alternatives and criteria in SMART can be seen by the user so
the user can understand how certain alternatives to choose from. The reasons how it
selected alternatives can be seen from the procedures performed in a SMART
beginning from the determination of the criteria, weighting, and the giving of value
on any alternative.
4. The Weighting used in the SMART method there are 3 types namely direct
weighting, swing weighting, weighting centroid. [6]
Fig. 1. flowchart SMART method.
The figure 1 is a SMART method of system flowchart describes the flow calculation of
weighting :
1. Enter the criteria value of each alternative and that the data stored directly into the
database. In this process the values inputted values are not real but the result of the
train will be converted to numbers in the process in the system.
Start
Entering value
form each
alternative
Calculate
value from
each
criteria
Calculate
final value
The result of
decision from
determine
player’s position
End
484
2. Next process i.e. calculating utility, final value and the results of the selection decision.
The process directly into a process which will be processed in the system.
2.2 Basketball
The Player position on basketball sports is not just any player, a basketball player at this
position the player must meet the criteria and requirements as follows:
1. Durability of the body
2. Posture
3. Shooting
4. Passing
5. Dribble
2.3 Decision support system
Decision support system is a computer-based information systems combines the models and
data to provide support to decision makers in solving problems of semi structured or
dependency problem that involves the user in depth. [7] the purpose of the decision support
system are: help managers in decision-making on issues of semi structured. Provide support
for the consideration of the Manager and not intended to replace the function of the Manager.
Increase the effectiveness of the decisions taken the Manager over on the efficiency
improvements. Speed of computation. The computer allows the decision makers to do a lot of
computing rapidly and low costs .
3 Result and Discussion
3.1 Implementation
This section will describe the interface of a system that has been developed which includes the
following pages:
1) Management Page Criteria
Fig. 2. Management Page Criteria.
On this page an admin user can make changes to the weighting of the criteria. In
addition the user admin can also make changes to the weighting of sub criteria.
485
2) The Player test Page
Fig. 3. The Player test Page.
On this page coach users can adding the value of the players, change the value of a
player, and remove the value of players. In addition the coach can see the values per
period and the results of the average value of all periods.
Test scenario system. This system analysis using the data of the test results obtained in
practice basketball club. Data will be compared with the data that is referenced by the coach.
The percentage of data comparison is the accuracy of this system.
a) Test the functionality of the system
The functional test is carried out with the aim to find out whether the translator into a
conceptual decision support system has been done properly or not.
b) Accuracy Test System with the recommendation of Coach
Analysis of this system is the result of a test exercise results data that will be used by
coach to determine the position of player Center, Point Guard, Shooting Guard, Small
Forward, and Power Forward. The data used as many as 18 players and 23 data training
divided into 5 criteria.
Table 1. Comparison of the accuracy of the system with the recommendation of Coach.
Name Coach System Testing
ADRIAN ISMI
FEBRIANTO
SHOOTING
GUARD
POINT GUARD NOT MATCH
UMAR ZAMZAMI POWER
FORWARD
POWER
FORWARD
MATCH
MAKSUM
ALQORNI
SMALL
FORWARD
SMALL
FORWARD
MATCH
FARHIS
ANGGARA
POINT
GUARD
POINT GUARD MATCH
DONI RAFIKA CENTER CENTER MATCH
486
Name Coach System Testing
KRISNANDA
AHADIAN
POINT GUARD POINT GUARD MATCH
GATAN
PRASETYO
SHOOTING
GUARD
POINT GUARD NOT MATCH
MOHAMMAD
EFENDI
SHOOTING
GUARD
POINT GUARD NOT MATCH
ALFIN ALFARIS POINT GUARD POINT GUARD MATCH
ADIE BAGUS
SATRIO
SHOOTING
GUARD
SHOOTING
GUARD
MATCH
ABIE BAGUS
SATRIO
POINT
GUARD
POINT GUARD MATCH
NURUT TAXIS CENTER CENTER MATCH
ACHMAD FARIS SMALL
FRWARD
POINT GUARD NOT MATCH
BADRIL RIZA POINT GUARD POINT GUARD MATCH
MOH AS’AD SHOOTING
GUARD
POINT
GUARD
NOT MATCH
HAFID HARIYADI POINT
GUARD
POINT GUARD MATCH
MOH NABIL
ROHMAN
SMALL
FRWARD
POINT GUARD NOT MATCH
ROMANSA SEPTA
BINTANG
SMALL
FRWARD
POINT GUARD NOT MATCH
Based on the election and the perception of a coach as many as 18 players, coaches chose
11 players that match with the system. This is because a coach based on qualitative
consideration of the experience of the coach to choose players. While the system of selecting
based on qualitative methods by using rank techniques of SMART (Simple Multi Attribute
Rating Technique) which produced the recommendation system accuracy of 11/18 x 100% =
61%
4 Conclusion
The end result of comparison of the recommendation system with recommendations from
coaches approached the same relative, so that can be seen by as many as 11 players that data is
suitable with the recommendation of coach of the 18 players who tested, then the value of the
accuracy of the system is 61%.
487
References
[1] D. W. Prasetyo, Basic Skill Level of Playing Basketball Students Follower Extracurricular in
SMPN 3 Pandak. Yogyakarta, 2013.
[2] B. Aryanto, Characteristics of Basketball Players. J. Dahlia, 2012.
[3] M. G. G. Valiris, P. Chytas, “Making decisions using the Balanced Scorecard and the Simple
Multi-Attribute Rating Technique,” Perform. Meas. Metrics, vol. 6, pp. 159–171, 2005.
[4] B. W. Sari, “Comparison of Profile Matching Method and Simple Additive Weigting on
Determination of The students Grade X SMAN 2 Ngaglik,” J. Ilm. DASI, vol. 16, p. 7, 2015.
[5] R. Yunitarini, Decision Support System for Selection of Best Radio Broadcasters. 2013.
[6] D. Kosasih, Fundamental Basketball First Step to Win. 2008.
[7] F. H. H. Risa, “Application of SAW and Fuzzy Methods In Decision Support System of Receipt of
Scholarship in Decision Support System Scholarship,” Citec J, vol. 3, pp. 89–101, 2016.
488
ICCSET The 1st International Conference on Computer Science and Engineering Technology Universitas Muria Kudus ICCSET is The first International Conference on Computer Science and Engineering Technology. ICCSET will be an annual event hosted by Faculty of Engineering, Universitas Muria Kudus. It will be held on 25 October 2018 at Griptha Hotel, Kudus, Indonesia. “Internet of Things (IoT): A Challenge for In… more »
Editor(s): Andy Prasetyo Utomo (Universitas Muria Kudus), Fajar Nugraha (Universitas Muria
Kudus), Ansari Ahmar (Universitas Negeri Makassar) and Robbi Rahim (Sekolah Tinggi Ilmu
Manajemen Sukma)
Publisher
EAI ISBN 978-1-63190-165-2
ISSN 2593-7650
Conference dates 25th–26th Oct 2018
Location Kudus, Indonesia
Appeared in EUDL 29th Nov 2018
Copyright © 2018–2019 EAI
Determine The Position of Basketball Players Using SMART (Simple Multi-Atribute Rating Technique) Method
Research Article in The 1st International Conference on Computer Science and Engineering
Technology Universitas Muria Kudus
Muhammad Ali Syakur, Sigit Susanto Putro, Achmad Roviqi, Achmad Jauhari, Devie Rosa
Anamisa, Eka Malasari Rochman, Mula’ab Mula’ab
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ICCSETThe 1st International Conference on Computer Science and Engineering Technology Universitas Muria Kudus
ICCSET is The first International Conference on Computer Science and Engineering Technology. ICCSET will be anannual event hosted by Faculty of Engineering, Universitas Muria Kudus. It will be held on 25 October 2018 at GripthaHotel, Kudus, Indonesia. “Internet of Things (IoT): A Challenge for In…more »
Editor(s): Andy Prasetyo Utomo (Universitas Muria Kudus), Fajar Nugraha (Universitas Muria Kudus), Ansari Ahmar(Universitas Negeri Makassar) and Robbi Rahim (Sekolah Tinggi Ilmu Manajemen Sukma)
Publisher EAI ISBN 978-1-63190-165-2 ISSN 2593-7650
Conference dates 25th–26th Oct 2018 Location Kudus, Indonesia
Appeared in EUDL 29th Nov 2018
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ICCSETThe 1st International Conference on Computer Science and Engineering Technology Universitas Muria Kudus
ICCSET is The first International Conference on Computer Science and Engineering Technology. ICCSET will be anannual event hosted by Faculty of Engineering, Universitas Muria Kudus. It will be held on 25 October 2018 at GripthaHotel, Kudus, Indonesia. “Internet of Things (IoT): A Challenge for In…more »
Editor(s): Andy Prasetyo Utomo (Universitas Muria Kudus), Fajar Nugraha (Universitas Muria Kudus), Ansari Ahmar(Universitas Negeri Makassar) and Robbi Rahim (Sekolah Tinggi Ilmu Manajemen Sukma)
Publisher EAI ISBN 978-1-63190-165-2 ISSN 2593-7650
Conference dates 25th–26th Oct 2018 Location Kudus, Indonesia
Appeared in EUDL 29th Nov 2018
Copyright © 2018–2019 EAI
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