Article Per Year (5 Year)
p-Index From 2020 - 2025
3.265
P-Index
This Author published in this journals
All Journal Pharmauho: Jurnal Farmasi, Sains, dan Kesehatan IJIS - Indonesian Journal On Information System IJISTECH (International Journal Of Information System & Technology) GEMASSIKA: Jurnal Pengabdian Kepada Masyarakat IJISTECH Academic Physiotherapy Conference Proceeding Prosiding Simposium Nasional Rekayasa Aplikasi Perancangan dan Industri
W Wahyuni, W
Unknown Affiliation
Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Public Health Social Sciences

Published : 32 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 32 Documents
Search

 1   2   3   4 
Application of Large Language Model for New Student Admission Chatbot Anwar, Rafidan; Pratiwi, Heny; Wahyuni, W
IJISTECH (International Journal of Information System and Technology) Vol 8, No 6 (2025): The April edition
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v8i6.379

Abstract

This study aims to develop a chatbot system based on a Large Language Model (LLM) that provides information related to new student admission in higher education. The system utilizes the SentenceTransformer model to generate embeddings of question and answer texts, as well as FAISS for vector-based search. Additionally, LLAMA is used to generate context-based answers, allowing the chatbot to provide more dynamic and relevant responses. System evaluation is conducted using ROUGE-1, ROUGE-2, and ROUGE-L metrics. The evaluation results show an average ROUGE-1 Precision of 54.89%, ROUGE-2 Precision of 47.37%, and ROUGE-L Precision of 52.72%. The Recall scores for ROUGE-1, ROUGE-2, and ROUGE-L are 89.43%, 74.08%, and 82.91%, respectively
Optimization of Spareparts Stock Data Management at PT. Astra Motor Kaltim 2 using the Trend Moment Method Adeputra, James; Pratiwi, Heny; Wahyuni, W
IJISTECH (International Journal of Information System and Technology) Vol 8, No 6 (2025): The April edition
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v8i6.380

Abstract

Spareparts inventory management is a crucial aspect of operations in automotive companies, including PT. Astra Motor Kaltim 2. An imbalance between demand and spareparts availability can lead to stockpiling or stock shortages, ultimately resulting in operational cost inefficiencies. Therefore, this study aims to analyze and forecast spareparts sales using the Trend Moment method to optimize stock management. The Trend Moment method is used to identify sales trend patterns for sparepart 44711K59A12, based on historical sales data from September 2024 to February 2025. The forecasted results are then adjusted using a seasonal index to improve accuracy. Forecast accuracy is evaluated using the Mean Absolute Percentage Error (MAPE), which provides an overview of how close the forecasted results are to the actual data. The results of the study show that the Trend Moment method can provide fairly accurate predictions in estimating the demand for sparepart 44711K59A12 in the upcoming periods. By implementing this method, the company can develop a more efficient stock procurement strategy, reduce the risk of overstocking or stockouts, and improve customer satisfaction. In conclusion, this forecasting approach can serve as a solution to enhance the effectiveness of spareparts inventory management at PT. Astra Motor Kaltim 2
Co-Authors Achmad Fuad Hafid Adeputra, James Anwar, Rafidan Ari Sartinah, Ari Arimbi, Cindy Kartika Ariyanti, Annisa Mutiara Aty Widyawaruyanti Baru Sadarun Belinda, Melur Carla Wulandari Sabandar Chairunnisa, Maurizka Dewi, Diana Rosalina Kartika Dwiyanti, Neriza Fadhliyah Malik Hamid, Mustakim Hardalena, Lidya Hasanuddin, Didi Dharmadi Haswika, Haswika Helmia, Wa Ode Nia Isak, Galih Adi Israwan, Wiek Iyan Gustiana Jabbar, Asriullah Kamaluddin Kamaluddin Kasmawati, Henny Kun Harismah Kusala, Katrin Vidya Lestari, Dimas Budi Lestari, Fegi Lestari, Ulfa Putri Malaka, Muhammad Hajrul Malaka, Muhammad Hajrul Mardianto, Halim Mardikasari, Sandra Aulia Maulidia, Kamila Mawarni, Indah Meir, Ruth Golda Mesi Leorita, Mesi Mubaroq, S R Muhammad Ilyas Yusuf Musadar Mappasomba Novrini Hasti Nur Illiyyin Akib Pabrizadinata, M. Irfan Jasir Perdana, Suryo Saputra Poko, Feny Riskiana Pratiwi, Heny Pratiwi, Yunita Rahayu Prayitno, P Prihantoro, Bangkit Dwi Ramadhani, Raden Shafira Saniyyah Ramadhani, Suci Indah Rini Hamsidi Rustam HN, Muhammad Sabana, M. Rajab Sabarudin Sabarudin Sahidin . Sahidin, S Salsabila, Brissa Isabel Sanjoyo, D D Septiani, Icha Siti Fadhilah, Siti SITI MARYAM Suaib, S Sudarmi, S Timung, Yusni Oktaviani Tomiana, T Tri Widayatno Triastuti Rahayu Umi Budi Rahayu Utami, Mulatsih Nita Wa Ode Sitti Musnina Wardianti, Dwi Wijianto, W Wirasmanto, Bayu Wiwied Ekasari Wulaisfan, Randa Wulandari, Nanda Dias Zaman, Alifia Fatimah