IT Journal KMUTNB is a biannual publication (January-June and July-December)

Current Issue

Vol. 21 No. 1 (2025): January-June 2025

Published: 2025-01-05

บทความวิจัย

The Prediction of Bachelor Admission Trends in the University Using Data Mining Techniques

Sutarat Chaonafang

1-11

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The Development of Management System for Connecting Color Scheme of Natural Indigo Dye with Indigo Dye Fabric Production

Kannikar Kamolrat, Akkarapon Phikulsri

12-21

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Sentiment Analysis from Tweets for Depression Level Prediction

Thara Angskun, Suda Tipprasert, Nantapong Keandoungchun, Jitimon Angskun

22-32

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Forecasting Graduation By Data Mining Techniques

Kan Siraphonthanarat, Chutiphon Srisawat

33-43

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An Automated Cyber Intrusion Prediction Model Using Deep Learning to Resilient in Cyber Threat for the Royal Thai Air Force

Somboon Udnan, Prasong Praneetplograng, Payap Sirinam

44-56

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Applying Semantic Matching and Annoy Index Methods to Analyze the Alignment of Courses in Curricula Designed to Meet the Future Workforce Competencies for 12 Target Industries within the Eastern Economic Corridor: A Case Study of Burapha University

Hemmarat Wachirahatthapong, Worawit Werapan

57-68

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Developing a Chatbot to Promote Tourism in the Artisan Community in Nakhon Pathom Province

Dech Thammasiri, Paripas Srisomboon, Kittipong Pooputwibul, Pimprawee Roduna, Phantika Wattanakul

69-77

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Improving Performance of Convolutional Neural Network Models for Brain Tumor Classification from MRI Images through Hyperparameter Tuning

Pongsathorn Chedsom

78-92

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Life and Assets Safety Management of Communities with Technology and Innovation

Chonnikarn Rodmorn, Mathuros Panmuang, Suradej Intagorn, Suriya Pinitkan, Noppalux Naknan, Pattarawadee Saorong

93-103

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Establishing Chatbots Utilizing the Random Forest Classification for Division of Registration and Education Statistics for the Office of Academic Promotion and Registration: Rajamangala University of Technology Tawan-ok

Chumpol Mokarat, Duangjai Noolek

104-113

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