International Journal of Engineering and Emerging Technology
Vol 2 No 1 (2017): January - June

Prediction of DOTA 2 Match Result by Using Analytical Hierarchy Process Method

Gede Adi Aryanata (Department of Electrical and Computer Engineering, Post Graduate Program, Udayana University)
Putu Suta Adya Dharma Rahadi (Department of Electrical and Computer Engineering, Post Graduate Program, Udayana University)
Yanu Prapto Sudarmojo (Department of Electrical and Computer Engineering, Udayana University)

Article Info

Publish Date
23 Sep 2017

Abstract

This research discuss about how to predict a match result by using data mining as the foundation to make a conclusion. In this research, Analytical Hierarchy Process (AHP) is used as a main data mining method for making a prediction. AHP works by using pre-existing data events as training data to obtain predictions of future data results. This research uses four parameters to predict the result of international Dota 2 match. Those parameters are experience per minutes (XPM) and gold per minutes (GPM), matchmaking ratio (MMR) point, 3 head to head matches result, and the last 10 results matches. In its implementation, the four parameters are given different rules and priority levels to support the performance of the AHP method. The result of this study has a satisfactory level of accuracy regarding the victory estimation of the match.

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Journal Info
International Journal of Engineering and Emerging Technology
Website

Abbrev

ijeet

Publisher

Universitas Udayana

Subject

Civil Engineering, Building, Construction & Architecture Computer Science & IT Electrical & Electronics Engineering Mechanical Engineering

Description

International Journal of Engineering and Emerging Technology is the biannual official publication of the Doctorate Program of Engineering Science, Faculty of Engineering, Udayana University. The journal is open to submission from scholars and experts in the wide areas of engineering, such as civil ...