Ontology-based Chatbot to Support Monitoring of Server Performance and Security By Rule-base

Abstract

The server is a computer program or a device that provides functionality for other programs or devices, called "clients". Generally, server computers have many resources that can be used by one or more clients through the network with specific permissions and requirements. Therefore, the server needs a monitoring system that can monitor server activity and notify if problems occur. This research focuses on developing a notification and question and answer system to connect the network admin with the monitoring system via chatbot. The developed chatbot can send notifications to the admin if an error occurs and can answer questions about the server's condition. The question and answer system developed implements natural language processing for Indonesian. The process of understanding questions is by classifying each word (token) based on language knowledge stored in the ontology. Then the classification results are processed by rule-base to produce conclusions to take monitoring data and compiled into answers. The test results show that the developed system can auto-notify if any problem in a server, and can answer questions by accuracy 95%.

Systematic Literature Review on Ontology-based Indonesian Question Answering System

“…The development of a QA system with a rule-based approach was carried out by [43]. The system receives input in the form of interrogative sentences.…”

“…The final answer is not extracted from the ontology and does not use SPARQL queries. The ontology developed by [43] is only used as a lexicon for the classification process.…”

Penerapan Graf Berbobot Dan Algoritma Dijkstra Untuk Menentukan Rute Optimal Dari Pusat Kota Ke Beberapa Objek Wisata Di Kabupaten Situbondo

“…Salah satu solusi untuk mengatasi masalah rute optimal yang melibatkan titik yang sangat banyak yaitu dengan menggunakan algoritma (Ishlakhuddin & SN, 2021) . Salah satu algoritma yang sangat terkenal dalam teori graf dalam penentuan jalur terpendek adalah algoritma Dijkstra Pratiwi, 2022;Steven et al, 2022;Wita & Gata, 2019) .…”