{"title":"Sistem Tanya Jawab Konsultasi Shalat Berbasis RASA Natural Language Understanding (NLU)","authors":"Muhammad Rizqi Sholahuddin, Firas Atqiya","doi":"10.17509/edsence.v3i2.38732","DOIUrl":"https://doi.org/10.17509/edsence.v3i2.38732","url":null,"abstract":"A chatbot is an intelligent system that provides users with direct interaction with machines via written media. This paper describes how to use chatbots to ask questions about prayer procedures. A Muslim sometimes has questions about the procedure for praying when he finds a difference between the procedures performed by other Muslims. In this case, the use of chatbots is to provide an explanation. This chatbot was developed using a deep learning model, especially LSTM, that was integrated with the RASA framework. LSTM (Long Short Term Memory) can efficiently save some of the needed memory while also removing some of the unnecessary memory. The Telegram platform was chosen for the chatbot's implementation. The results showed that the chatbot telegram prayer consultation with DIET Classifier and RASA was able to recognize questions and provide answers in the form of text and images, with 96 percent accuracy.","PeriodicalId":210826,"journal":{"name":"Jurnal Pendidikan Multimedia (Edsence)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134227757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Pembelajaran Mata Kuliah Praktikum Komunikasi Data dan Jaringan Pada Masa Pandemi Covid-19","authors":"Sofy Fitriani, Yusuf Sofyan","doi":"10.17509/edsence.v3i2.40558","DOIUrl":"https://doi.org/10.17509/edsence.v3i2.40558","url":null,"abstract":"Kondisi pandemi covid – 19 seperti sekarang membuat sistem pembelajaran menjadi tidak optimal. Hal ini karena kegiatan belajar tatap muka ditiadakan dan beralih ke pembelajaran dalam jaringan (daring). Karena banyaknya keterbatasan dalam pembelajaran daring, penelitian yang diusulkan berfokus pada sistem pembelajaran dengan studi kasus pada salah satu mata kuliah praktikum Komunikasi Data dan Jaringan (Komdatjar). Diharapkan, pembelajaran dapat berjalan efektif dan tetap aman meskipun belajar dirumah. Metode penelitian yang diusulkan menggunakan kuantitatif dengan survei. Pengajar memberikan skema awal pembelajaran, kemudian dilakukan survei untuk mengetahui penilaian peserta didik tentang sistem pembelajaran yang sedang berjalan. Selanjutnya, peserta didik diberikan kesempatan untuk memberikan masukan tambahan terkait metode yang sekiranya efektif dan dapat meningkatkan minat belajar mereka. Dari rancangan pembelajaran yang sudah diterapkan, salah satu metode dengan menggunakan video yang diunggah di kanal youtube memiliki respon positif tertinggi dengan nilai presentasi sangat baik 64%, baik 29%, cukup baik 7% dari skala maksimal 4. Berdasarkan dari proses pembelajaran yang berlangsung dan hasil survei yang didapatkan, nilai rata – rata keseluruhan kepuasaan peserta didik sudah tercapai dengan baik. Hal ini dapat menjadi acuan pengajar untuk melanjutkan metode pembelajaran yang sudah baik dan meningkatkan yang masih perlu diperbaiki.","PeriodicalId":210826,"journal":{"name":"Jurnal Pendidikan Multimedia (Edsence)","volume":"1999 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125723329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}