COMPARISON OF DEMPSTER-SHAFER AND CERTAINTY FACTOR METHODS IN DIAGNOSING CAR DAMAGE

NOORYADI, KALDERA AHMED and Efendi, Rusdi and Yunita, Yunita (2018) COMPARISON OF DEMPSTER-SHAFER AND CERTAINTY FACTOR METHODS IN DIAGNOSING CAR DAMAGE. Undergraduate thesis, Sriwijaya University.

Preview	Text RAMA_55201_09021381419063_8826630017_0006068305_01_front_ref.pdf - Accepted Version Available under License Creative Commons Public Domain Dedication. Download (942kB) | Preview
	Text RAMA_55201_09021381419063_8826630017_0006068305_02.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (287kB) | Request a copy
	Text RAMA_55201_09021381419063_8826630017_0006068305_03.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (145kB) | Request a copy
	Text RAMA_55201_09021381419063_8826630017_0006068305_04.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (1MB) | Request a copy
	Text RAMA_55201_09021381419063_8826630017_0006068305_05.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (208kB) | Request a copy
	Text RAMA_55201_09021381419063_8826630017_0006068305_06.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (11kB) | Request a copy
	Text RAMA_55201_09021381419063_8826630017_0006068305_07_ref.pdf - Bibliography Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (99kB) | Request a copy
	Text RAMA_55201_09021381419063_8826630017_0006068305_08_lamp.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (265kB) | Request a copy

Abstract

Diagnosing car damage is a complicated thing for workshop mechanics who have not had much experience in diagnosing car damage, especially time issues. Dempster-shafer is a method used to determine the level of certainty of the symptoms given by the user where each symptom has a density probability value. Certainty Factor is where this method is used to overcome certainty difficulties and symptoms of damage in the process of diagnosing car damage. From the test results, there is a difference in the percentage value of the diagnosis of damage from these two methods. The results of the diagnosis of damage using the Dempster-shafer method obtained an accuracy value is 90.66%, while the Certainty Factor method obtained an accuracy value is 96%. So it can be concluded that the Certainty Factor method is better at diagnosing car damage than the Dempster-Shafer method.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Dempster-Shafer, Certainty Factor, Expert System, Comparison, Car Damage
Subjects:	T Technology > T Technology (General) > T58.5-58.64 Information technology > T58.6.E9 Management information systems -- Congresses.
Divisions:	09-Faculty of Computer Science > 55201-Informatics (S1)
Depositing User:	Mrs Sri Astuti
Date Deposited:	25 Sep 2019 07:56
Last Modified:	25 Sep 2019 07:56
URI:	http://repository.unsri.ac.id/id/eprint/8901

Actions (login required)

View Item