Implementation of Forward Chaining and Certainty Factor Method on Android-Based Expert System of Tomato Diseases Identification
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2018, Vol 9, Issue 9
Abstract
Plant disease is one of the reasons that cause the destruction of plant. It affects plant productivity and quality. Most of the farmers made mistake in cope with this problem because of the lack of knowledge. Expert system is a solution that has been widely used for identifying disease. This paper presents an Android-based expert system to help identifying tomato diseases. Data used in this expert system consist of 16 data of tomato diseases, 53 data of symptoms, and 20 variety of rules. This paper implements forward chaining and certainty factor method. Forward chaining is used as a reasoning method to get the result of disease identification. Certainty factor is used as a calculation method to obtain accuracy degree of identification results. Testing has been done through two stages, internal and external. The result from internal testing shows that tomato expert system works properly and fit perfectly in various android devices. External testing is done by giving questionnaire to 44 respondents. The result of questionanaires shows that tomato expert system is categorized as “good” by them.
Authors and Affiliations
Kurnia Muludi, Radix Suharjo, Admi Syarif, Fitria Ramadhani
Keywords
Related Articles
- EP ID EP394068
- DOI 10.14569/IJACSA.2018.090957
- Views 95
- Downloads 0
Fidelity Based On Demand Secure(FBOD) Routing in Mobile Adhoc Network
In mobile ad-hoc network (MANET), secure routing is a challenging issue due to its open nature, infrastructure less property and mobility of nodes. Many mobile ad-hoc network routing schemes have been proposed, but none...
Simplex Parallelization in a Fully Hybrid Hardware Platform
The simplex method has been successfully used in solving linear programming (LP) problems for many years. Parallel approaches have also extensively been studied due to the intensive computations required, especially for...
HappyMeter: An Automated System for Real-Time Twitter Sentiment Analysis
The paper presents HappyMeter, an automated system for real-time Twitter sentiment analysis. More than 380 million tweets consisting of nearly 30,000 words, almost 6,000 hashtags and over 5,000 user mentioned have been s...
Software Architecture Quality Measurement Stability and Understandability
Over the past years software architecture has become an important sub-field of software engineering. There has been substantial advancement in developing new technical approaches to start handling architectural design as...
Mobile Forensic Images and Videos Signature Pattern Matching using M-Aho-Corasick
Mobile forensics is an exciting new field of research. An increasing number of Open source and commercial digital forensics tools are focusing on less time during digital forensic examination. There is a major issue affe...