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 93
- Downloads 0
Development of knowledge Base Expert System for Natural treatment of Diabetes disease
The development of expert system for treatment of Diabetes disease by using natural methods is new information technology derived from Artificial Intelligent research using ESTA (Expert System Text Animation) Syste...
A Comparison of Sentiment Analysis Methods on Amazon Reviews of Mobile Phones
The consumer reviews serve as feedback for busi-nesses in terms of performance, product quality, and consumer service. In this research, we predict consumer opinion based on mobile phone reviews, in addition to providing...
Congestion Control Techniques in WSNs: A Review
Congestion control has a great importance in wireless sensor network (WSN), where efficient application of congestion control mechanisms can prolong the network lifetime. Thus, proper examination is needed to improve mor...
Truncated Patch Antenna on Jute Textile for Wireless Power Transmission at 2.45 GHz
Jute textile is made from natural fibres and is known for its strength and durability. To determine if jute could be used as a substrate for microstrip antennas, its electromagnetic characteristics (permittivity and loss...
Generating a Domain Specific Inspection Evaluation Method through an Adaptive Framework
The electronic information revolution and the use of computers as an essential part of everyday life are now more widespread than ever before, as the Internet is exploited for the speedy transfer of data and business. So...