Diagnostic App for Cats and Dogs Diseases using Neuro - Fuzzy Algorithm

Carlo G Inovero¹, Emmanuel Vincent Gratila², Jane Maelyne C Lopez³

^1,2,3Department of Computer Science, Polytechnic University of the Philippines,
A. Mabini Campus, Anonas ST, Sta Mesa, Manila, Philippines

Abstract

Dog and cat is considered as beloved pets of most people. But these animals are also prone to different diseases such as colds, ticks and fleas, worms, and fungal infections. Early detection leads to early prevention and cure. Detecting diseases at early stage will enable to overcome and treat them appropriately. Identifying the treatment accurately depends on the method that is used in diagnosing the diseases. This study entitled “Diagnostic App for Cats and Dogs Diseases using Neuro - Fuzzy Algorithm” a developed mobile-based application could recognized dogs and cats diseases using neuro-fuzzy algorithm. It aimed to test the accuracy performance of the neuro-fuzzy algorithm on the mobile app. The researchers use Android Studio as the coding platform and Java as the programming language. The developed mobile app run on android version KitKat or better versions. The researchers used experimental method of research which aimed to evaluate the accuracy performance of the mobile with neuro-fuzzy algorithm in diagnosing dog's diseases, cat's diseases in terms of precision, recall, and f-measure. The accuracy performance rate of the system was measured through series of experimentation and with the help of our expert. The researchers used 171 for dogs' diseases and 124 diseases for cats to test the performance accuracy of the said mobile app with neuro-fuzzy algorithm. The study attained the overall accuracy performance rate of the mobile app with neuro-fuzzy with of 87% in diagnosing dogs' diseases and 90% in diagnosing cats' diseases. The overall accuracy performance is 88.50%. Hence, the researchers concluded that the Diagnostic App for Cats and Dogs Diseases using Neuro - Fuzzy Algorithm is very high. The developed mobile App can diagnosed dogs' and cats' diseases and could advise what proper treatment could be done for every illnesses. It could be a guide for the pet's owner in taking good care of their loving animal. We, therefore recommend to use the said mobile app in diagnosing dogs' and cats' diseases.

Keywords

• Neuro Fuzzy, Diagnostic Mobile App, Pet App

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Cite this Article as Follows

Carlo G Inovero, Emmanuel Vincent Gratila, Jane Maelyne C Lopez. "Diagnostic App for Cats and Dogs Diseases using Neuro - Fuzzy Algorithm" International Conference on Computer, Engineering, Law, Education and Management (2017): 12-16. Print.