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Journal : Jurnal Mantik

Decision Tree Algorithm and Gini Calculation for Puppies Skin Disease Diagnosis Khairun Annisa; Arpan Arpan
Jurnal Mantik Vol. 5 No. 4 (2022): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

To put it another way, an expert system is a computer system that can store and reproduce knowledge in order to solve a problem. It is also possible to employ expert systems to assist a specific field with problem-solving, and the expert system serves to keep the necessary parties working together. Software or computer programs that provide guidance and assistance in specialized subjects, such as science, engineering, mathematics, medicine, and education can be referred to as expert systems. The expert system can be used to perform diagnostics on pets. This article aims to discuss the implementation and study of an expert system that assists users in determining the ailment that pets, particularly dogs, are suffering from. The system can generate a symptom diagnostic of a skin illness using a decision-tree algorithm. Veterinarians provided data sets on a variety of disorders. There were 105 cases of 11 diseases and 11 symptoms in the dataset used in this study. The scikit-learn library was also used to train decision trees. Following the creation of a decision tree, a case study analysis was conducted using ten real-world examples provided by the veterinarian. Participants who own dogs received questionnaires in addition to those used for analysis. In the study, 25.8% of respondents said they strongly agreed with the expert system, and 32.3% said they agreed that the expert system helped explain the ailment their dog had. A further 80 percent of the instances provided by vets can be accurately determined by the system. When four independent tests were run, the mean system prediction was found to be 67.6 percent.
Design and Build Data Transfer Process Security on File Transfer Protocol (Ftp) Servers Using Transport Layer Security (Tls) Protocol Boy Rizky Akbar; Muhammad Iqbal; Arpan
Jurnal Mantik Vol. 6 No. 2 (2022): August: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v6i2.2786

Abstract

Attacks on computer network security are very common, crimes in cyberspace are often carried out by someone and even a group of people who want to penetrate a security data on a network. This activity aims to search, damage, modify, steal and even obtain information or data on the network, one of which is Packet Sniffer attacks. This method is done by monitoring or analyzing data packets that are transmitted from the client computer to the server computer through a computer network. File Transfer Protocol (FTP) is still a reference as a medium used to transfer data with a fast process of uploading and downloading from server to client so that data is more secure, and on FTP Server security.