Asst. Prof. Dr.Chayapol Kamyod

Awards/Publications

Working Experiences

• Lecturer Nov. 2007-present
  Mae Fah Luang University, Chang Rai, Thailand                
• PhD candidate/researcher (Wireless Communications) Sept. 2010- Sept. 2016
  Electronic Systems Department, Aalborg University, Aalborg, Denmark. 
• Product Engineer Nov. 2004 – Nov. 2006  
  Agere Systems Microelectronics (Thailand), Patumthanee, Thailand  
• Teaching Assistant 1998 – 2000  
  Suranaree University of technology, Nakhon Ratchasima, Thailand
• Engineering Assistant  1997
  System Engineering & Management Consultant Co., Ltd., Bangkok, Thailand

Teaching Experiences

Lecturer at School of Information Technology, Mae Fah Luang University, Chang Rai, Thailand from Nov. 2007– present
(Teaching subjects: Data Communication and Network, Computer Network, Fundamental of Linux Operating System, Microprocessor Applications etc.)

Professional Experiences:

- Erasmus+ Projects: CENTRAL, Factori4.0

Research Areas:

- Reliability and security of the IoT system and applications

- Wireless Communication Network and System

- Artificial Intelligence and Machine Learning

Research Grant (as a principal investigator)

- Project Title: Fertilization-controlled melon farms project and distributed real-time control and monitoring systems for agricultural applications project.

Funding Agency: National Science Technology and Innovation Policy Office.

Project Duration: Jan-Dec 2019.

- Development of an irrigation and fertilization control system for organic farms funded by the Industrial Research and Technology Capacity Development Program: IRTC (2019).

Co-researcher

- Development of a Model to Promote New Generation Farmers towards Digital Farming using Essential Fundamental Digital Farming Tools and Collaborative Blended Learning Approach: Case in Agricultural Production (2020-2021).

Funding: National Broadcasting and Telecommunications Commission

- Capacity Building Projects in the field of Higher Education - ASEAN FACTORI 4.0 (2020-2023)

Funding: ERASMUS+ PROGRAMME, EU

• CENTRAL Project: Capacity building and Exchange towards attaining Technological Research and modernizing Academic Learning funded by the European Commission (2018-2021).

• The Sky Farm Project: Development of a prototype smart farm at Khao Yai Sky Farm in 2017.

• The development of a prototype for creative craft products, smart lamps in collaboration with the wood carving community enterprise group from Ban Dong Matuen, Chiang Rai in 2016.

Latest Publications

2026

-Shin, J.-W., Kamyod, C., & Hong, C.-P. (2026). Latent Diffusion Models: A Survey on Foundations, Variants, and Web-scale Deployments. Journal of Web Engineering, 25(04), 599–634.

2025

-J. Mwenya, J. Rattanakaran, R. Saengrayap, S. Arwatchananukul, C. Kamyod, K. Luengwilai, et al., “Preservation of kale quality using 1-MCP and thermal insulation packaging under non-refrigerated transportation,” Postharvest Biol. Technol., vol. 231, art. no. 113910, 2026.

-S. Dawilai, T. Yooyativong, and C. Kamyod, “Proposing ChatGPT as a transformative tool for enhancing ESL speaking and listening skills: Bridging research gaps in Thai education,” in Proc. 2025 Joint Int. Conf. Digital Arts, Media and Technology with ECTI Northern Section Conf. Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON), 2025, pp. 254–258.

-T. Sanongyat, C. Kamyod, and P. Temdee, “Machine learning based pose identification system with force-sensitive resistors for four-step balance testing,” in Proc. 2025 Joint Int. Conf. Digital Arts, Media and Technology with ECTI Northern Section Conf. Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON), 2025, pp. 237–241.

2024

- Park, S., Kim, A., Lee, S., Lee, H., Kamyod, C., & Kim, C. G. (2024, May). Design of REST API Client for Conversational Agent using Large Language Model with Open API System. In 2024 IEEE/ACIS 22nd International Conference on Software Engineering Research, Management and Applications (SERA) (pp. 55-58). IEEE.

-D. Park, G.- taek. An, C. Kamyod, and C. G.  Kim, “A Study on Performance Improvement of Prompt Engineering for Generative AI with a Large Language Model”, JWE, vol. 22, no. 08, pp. 1187–1206, Feb. 2024.

2023

-Y. Kim, S.-Y.  Kim, C. Kamyod, and B. Park, “Proposition of Rubustness Indicators for Immersive Content Filtering”, JWE, vol. 22, no. 04, pp. 731–756, Oct. 2023.

-C.  Kamyod, “Smart Melon Farm System: Fertilizer IoT Solution”, JMM, vol. 19, no. 05, pp. 1107–1128, Aug. 2023.

-T.  Yooyativong and C. Kamyod, “IoT Technology and Digital Upskilling Framework for Farmers in the Northern Rural Area of Thailand”, JMM, vol. 19, no. 05, pp. 1129–1152, Aug. 2023.

-S. Wicha, P. Temdee, C. Kamyod, R. Chaisricharoen, J.M. Thiriet, H. Yahoui, “Industrial requirements analysis for Excellence Center setting-up and curriculum design in Industry 4.0 context,” 2023 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON)

-C. Kamyod, P. Hongsing, “The Proposed Wind-gate Monitoring System for Teaching and Learning Thai Traditional Massage,” 2023 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON)

-S. Wicha, P. Temdee, C. Kamyod, R. Chaisricharoen, J.M. Thiriet, H. Yahoui, “Industrial requirements analysis for Excellence Center setting-up and curriculum design in Industry 4.0 context,” 2023 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON)

- T. Yooyativong, C. Kamyod, C.G. Kim, “The Integration of Traditional Rural Solar Dryer with LoRa and IoT Technology,” 2023 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON)

2022

- R. Chaisricharoen, P. Temdee, C. Kamyod, S. Wicha, J.M. Thiriet, H. Yahoui, “Preparation of an Excellence Center in Industry 4.0 based on Computer Engineering Paradigm,” 2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)

-S. Phetyawa, C. Kamyod, T. Yooyatiwong and C. G. Kim, "Application and Challenges of an IoT Bird Repeller System As a result of Bird Behavior," 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), Herning, Denmark, 2022, pp. 323-327

- Cheong-Ghil Kim, Young-Jun Hwang, Chayapol Kamyod, “A Study of Profanity Effect in Sentiment Analysis on Natural Language Processing Using ANN”, Journal of Web Engineering, 2022

- Soyun Choi, Kyungsook Kim, Chayapol Kamyod, Cheong Ghil Kim, “Ethical Use of Web-based Welfare Technology for Caring Elderly People Who Live Alone in Korea: A Case Study”, Journal of Web Engineering, 2022

-C. Kamyod and T. Yooyatiwong, “The Practical IoT System Designed for a Melon Farm: A Case Study for Farmer Development in Northern Thailand Region” 2022 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON 2022)

2021

-C. Kamyod, “CIA Analysis for LoraWAN Communication Model”, 2021 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunication Engineering (ECTI-NCON 2021)

2020

-C. Kamyod, “CIA AND IOT COMMUNICATION MODELS”, 7th International Conference on Electronics, Electrical Engieering, Computer Scicence : Innovationa and Convergence (7th EEECS 2020)

-Rachata, N., Rueangsirarak, W., Kamyod, C. et al. Fuzzy Near Compactness Based Personalized Recommendation for Preventing Patients with Type 2 Diabetes Mellitus and Hypertension from Cardiovascular Complication. Wireless Pers Commun (2020).

-J. Kanhasinwattana, N. Yawila, T. Tithada and C. Kamyod, "Smart Pill Box System for Bipolar Disorder Patients," 2020 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON), Pattaya, Thailand, 2020, pp. 54-57.

2019

-C. Kamyod, "Reliability Analysis of The Smart Farm System: A Case Study of Small and Medium-Sized Farm-Thailand," in 2019 Global Wireless Summit (GWS), 2019, Lisbon, Protugal Nov. 24-

27, 2019.

-S. Dawilai, C. Kamyod, and R. Prasad, “Effectiveness Comparison of the Traditional Problem-Based Learning and the Proposed Problem-Based Blended Learning in Creative Writing: A Case Study in Thailand,” Wirel. Pers. Commun., Aug. 2019.

-N. Rachata, W. Rueangsirarak, C. Kamyod, and P. Temdee, “Fuzzy based RiskPredictive Model for Cardiovascular Complication of Patient with Type 2 Diabetes Mellitus and Hypertension,” ECTI Trans. Comput. Inf. Technol. ECTI-CIT, vol. 13, no. 1, pp. 41–50, 2019.

2018

-W. Intayoad, C. Kamyod, and P. Temdee, “Synthetic Minority Over-Sampling for Improving Imbalanced Data in Educational Web Usage Mining,” ECTI Trans. Comput. Inf. Technol. ECTI-CIT, vol. 12, no. 2, pp. 118–129, 2018.

-C. Kamyod, “End-to-end reliability analysis of an IoT based smart agriculture,” in 2018 International Conference on Digital Arts, Media and Technology (ICDAMT), Phayao, 2018, pp. 258–261.

-C. Kamyod, “Low-Cost Falling Detection System,” in 2018 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2018, pp. 784–787.

-C. Kamyod, “End-to-end reliability analysis of an IoT based smart agriculture,” in 2018 International Conference on Digital Arts, Media and Technology (ICDAMT), 2018, pp. 258–261.

- W. Intayoad, C. Kamyod, and P. Temdee, “Process mining application for discovering student learning paths,” in 2018 International Conference on Digital Arts, Media and Technology (ICDAMT), Phayao, 2018, pp. 220–224.

2017

- S. Dawilai, W. Champakaew, and C. Kamyod, “Effectiveness comparison between the Problem-Based Blended Learning and traditional learning method: A case study of creative writing in English of the undergraduate students at Chiang Rai Rajabhat University,” in 2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), Phuket, 2017, pp. 834–837.

- C. Kamyod, “End-to-end availability analysis: Worst-case study of e-learning network at mae fah luang university,” in 2017 Global Wireless Summit (GWS), Cape Town, 2017, pp. 119–122.

- C. Kamyod, “Reliability analysis of an e-learning network: A case study of Mae Fah Luang University,” in 2017 International Conference on Digital Arts, Media and Technology (ICDAMT), Chiang Mai, Thailand, 2017, pp. 389–391.

- S. Udomsom, T. Yooyativong, R. Chaisricharoen, C. Kamyod, and S. Promwong, “Performance evaluation schame of wideband antennas for ultra-wideband systems,” in 2017 International Conference on Digital Arts, Media and Technology (ICDAMT), Chiang Mai, Thailand, 2017, pp. 89–93.

- S. Udomsom, T. Yooyativon, R. Chaisricharoe, C. Kamyod, and S. Promwong, “A novel analysis of IR-WPAN transmission using Friis’ transmission formula,” in 2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), Phuket, 2017, pp. 818–821.

- W. Intayoad, C. Kamyod, and P. Temdee, “Process mining application for discovering student learning paths,” in 2018 International Conference on Digital Arts, Media and Technology (ICDAMT), Phayao, 2018, pp. 220–224.

2016

- Kamyod, Chayapol; Nielsen, Rasmus Hjorth; Prasad, Neeli R.; Prasad, Ramjee, “A Novel Estimation Framework for Quality of Resilience”. Wireless Personal Communications, 2016.