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All Journal Telematika : Jurnal Informatika dan Teknologi Informasi Simtek : Jurnal Sistem Informasi dan Teknik Komputer
Fadly Shabir
Politeknik Negeri Media Kreatif
Computer Science & IT Electrical & Electronics Engineering Engineering

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Implementation Of The Double Exponential Smoothing Method In Determining The Planting Time In Strawberry Plantations Fadly Shabir; Ahmad Irfan Abdullah; Billy Eden William Asrul; Sitti Alifah Amilhusna Nur
Telematika Vol 19, No 2 (2022): Edisi Juni 2022
Publisher : Jurusan Teknik Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31315/telematika.v19i2.7544

Abstract

Purpose: This research aims to provide recommendations for planting season based on predictions of rainfall, air temperature, and wind speed based on the website.Design/methodology/approach: This study implemented the Double exponential smoothing to predict rainfall, air temperature, and monthly wind speed one year in the future using past data.Findings/result: This study has succeeded in providing recommendations for planting season. Based on the results of the accuracy calculation between the prediction results and the actual data using the Mean Absolute Percetage Error (MAPE), each has a forecast error value of 30.69% for rainfall, 0.63% air temperature, and 5.89% wind speed. Originality/value/state of the art: Research related to the application of Double exponential smoothing to determine the planting period. Based on the results of the accuracy calculation between the prediction results and the actual data using Mean Absolute Percetage Error (MAPE), this has never been done in previous studies.
IMPLEMENTASI NLP (NATURAL LANGUAGE PROCESSING) CHATBOT DESKRIPSI GUA DI KABUPATEN MAROS Fadly Shabir; Billy Eden Wiliam Asrul
Simtek : jurnal sistem informasi dan teknik komputer Vol. 11 No. 1 (2026): April 2026
Publisher : STMIK Catur Sakti Kendari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51876/simtek.v11i1.1736

Abstract

Maros Regency is known for the Maros–Pangkep Karst area, which contains caves with high historical, cultural, and geological value. However, information about these caves is still scattered and not yet integrated into a single platform that is easily accessible. This study designs and implements a chatbot based on Natural Language Processing (NLP) to provide automated and interactive descriptions of the caves.The system utilizes the DistilBERT model for natural language processing and Supabase as a cloud-based database. Three caves that serve as the focus of this research are Gua Kharisma, Gua Patta, and Gua Leang Sampeang Dua. The dataset consists of question–answer pairs based on five criteria: history, ornaments, size, location, and distinctive features of the caves.Black-box testing shows that the system functions according to the design, providing fast, accurate, and relevant responses.
Co-Authors Ahmad Irfan Abdullah Billy Eden Wiliam Asrul Billy Eden William Asrul Sitti Alifah Amilhusna Nur