Football Player Selection Using Fuzzy Logic

カテゴリ: 国際会議

論文No: MS7-2

グループ名: ACIS2015

発行日: 2015/10/15

著者名(英語): Muhammad Bukhari Burhanuddin (Unversiti Sains Malaysia),Muhammad Syazwan Suhaimi (Unversiti Sains Malaysia),Muhammad Thaqif Isa (Unversiti Sains Malaysia),Umi Kalsom Yusof (Unversiti Sains Malaysia),Mohd Nor Akmal Khalid(Unversiti Sains Malaysia)

キーワード: fuzzy logic, football player selection

要約(英語): In sports, a variety of players characteristics contributed to the main reason the player is recruited into a team. This includes body composition, flexibility, visual test, TAIS (Test of Attentional and Interpersonal Style), psycho-motor test assessment personal attributes as well as aerobic and anaerobic to make the best sports team. The problem arises when one needs to evaluate all these different factors in order to select a player to form an efficient sports team with high coordination among team members. It is a tedious task and time consuming for coaches to analyse players individually in order to recruit a few players showing desirable performance. In addition, as human has its limitation, there is a high degree of error in judgment in decision making. With the aim of bridging this gap, fuzzy logic is applied to imitate human analytic thinking ability making decision in player selection process. Thus, the system is able to assist coach in decision making process of recruiting football players with minimal time and error. Furthermore, user could dynamically change the input based on the traits that have been set by the system. Fuzzy logic is chosen as it is a powerful mathematical tool involving ambiguous and incomplete information supported by the experience and judgment of coach combining with this cognitive ability in order to reach a verdict. Therefore, the outputs from the experiment conducted shows that the system provides robust output and information to user regarding players aptitude and ultimately aim to effectively predict human judgment.

原稿種別: 英語

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