國立勤益科技大學資訊管理系(所)

董俊良(Tung, Chun-Liang)

一、最高學歷

東海大學　工業工程與經營資訊學系　博士

二、經歷

三、研究領域及專長

1. 大數據分析
2. 機器學習
3. 影像物件辨識
4. 聲音辨識
5. 物聯網應用

四、研究成果

A期刊論文

1. Chun-Liang Tung, “IoT Data Collection and Short-Term Solar Power Forecasting Using Stacked Generalization Ensemble Model”, Journal of Sensors and Materials, Vol. 36, No. 1, pp. 67-90, January, 2024. (SCIE, EI, ISSN:9144935)
2. Jia-Yen Huang, Chun-Liang Tung^*, and Wei-Zhen Lin, “Using Social Network Sentiment Analysis and Genetic Algorithm to Improve the Stock Prediction Accuracy of the Deep Learning-Based Approach”, International Journal of Computational Intelligence Systems (Springer), Vol. 16, No. 1, pp. 1-14, May, 2023. (SCIE, EI, ISSN:18756891, 18756883)
3. Liang-Yu Lu, Chi-Erh Chang, Chun-Liang Tung, Chieh-Yu Lu, Te-Jen Su, and Liang-Wang Lee^*, “Application of Digital Visualization in Traditional Manufacturing Transformations”, Journal of Sensors and Materials, Vol. 35, No. 6, pp. 2139-2148, June, 2023. (SCIE, EI, ISSN:9144935)
4. Liang-Yu Lu, Wei-Lun Huang, Chun-Liang Tung, Chien-Yu Lu, Te-Jen Su, and Lian-Wang Lee^*, “Development of Inspection System for Hole Saw Caps”, Journal of Sensors and Materials, Vol. 35, No. 6, pp. 2149-2158, June, 2023. (SCIE, EI, ISSN:9144935)
5. Liang-Yu Lu, Chi-Erh Chang, Chun-Liang Tung, Chieh-Yu Lu, Te-Jen Su, and Liang-Wang Lee^*, “Design of Feeding System of Automatic Rod Packing Machine”, Journal of Sensors and Materials, Vol. 34, No. 7, pp. 2517-2522, May, 2022. (SCIE, EI, ISSN:9144935)
6. Chun-Liang Tung, Ching-Hsin Wang^*, and Yong-Lin Su, “Real-time Face Mask-Wearing Detection and Temperature Measurement based on a Deep Learning Model”, Journal of Imaging Science and Technology, Vol. 66, No. 1, pp. 010403-1-010403-10, January, 2022. (SCIE, EI, ISSN: 1062-3701)
7. Chun-Liang Tung, Ching-Hsin Wang^*, and Bo-Syuan Peng, “A Deep Learning Model of Dual-Stage License Plate Recognition Applicable to the Data Processing Industry”, Journal of Mathematical Problems in Engineering, Vol. 2021, pp. 1-13, November, 2021 (SCIE, EI, ISSN: 15635147)
8. W.T. Lin, Y.C. Wu, C.L. Tung, M.R. Huang, and R.S. Qin, “Establishing ISO 10015 accreditation system performance model for domestic enterprises”, Expert Systems with Applications, Vol. 37, No. 6, pp. 4119-4127, 2010. (SCIE, ISSN: 0957-4174)
9. Wei-Hua Andrew Wang, Chun-Liang Tung^*, “Dynamic Gesture Recognition Based on Dynamic Bayesian Networks”, WSEAS TRANSACTIONS on BUSINESS and ECONOMICS, Vol. 4, No. 11, pp. 168-173, 2007. (ISSN: 1109-9526)
10. Wei-Hua Andrew Wang, Shih-Chun Yang, and Chun-Liang Tung^*, “Codebook Design for Vector Quantization Using Genetic Algorithm”, International Journal of Electronic Business Management, Vol. 3, No. 2, pp. 83-89, 2005. (ISSN: 1728-2047)
11. Keh-Jian Ma, Tung-Shou Chen, Chun-Liang Tung and Chih-Wei Lin,“ Apply Support Vector Machines to the Tampered Images' Detection and Classification“, Asian Journal of Information Technology, Vol. 3, No. 9, pp. 739-747, 2004. (ISSN: 1682-3915)
12. Chun-Liang Tung, Yung-Chang Chiang, and Tung-Shou Chen, ” An Intellectual Chinese Input System of Mobile Phones Based Upon Chinese Phonetic Symbols”, International Journal of Computer Processing of Oriental Languages, Vol. 15, No. 4, pp. 395-406, 2002. (ISSN: 1793-8406)

B研討會論文

1. Ching-Hsin Wang, Chun-Liang Tung, Chun-Chieh Huang, “Diopter Prediction for Soft Contact Lens Based on Support Vector Machine Model – Taking Polypropylene Molding as a Case”, 27th ISSAT International Conference, Reliability and Quality in Design, p.p. 75-80, Virtual Event, Aug 4-6, 2022.
2. Chun-Liang Tung, Ching-Hsin Wang, Meng-Ta Chiang, “Diopter Prediction for Soft Contact Lens Based on Support Vector Machine Model – Taking Polypropylene Molding as a Case”, 26th International Conference on Production Research (ICPR), Taichung, Taiwan, July 18-21, 2021.
3. Chun-Liang Tung, Lo-Yueh Yun, “Research on Price Prediction of Bronze Sculptures Based on Support Vector Regression Model”, The 2021 International Conference of Annual Meeting of the Operations Research Society of Taiwan & 19th Conference on Sustainable Operation and Development, IS&RI029, Taichung, Taiwan, December 10, 2021.
4. Chun-Liang Tung, Chun-Chieh Huang, “Predictions of Good Products Based on Support Vector Model: Taking the Crystal Oscillator Wire Bonding Process as an Example”, The 2021 International Conference of Annual Meeting of the Operations Research Society of Taiwan & 19th Conference on Sustainable Operation and Development, IS&RI033, Taichung, Taiwan, December 10, 2021
5. Chun-Liang Tung, Chun-Chieh Huang, “Predictions of Good Products Based on Support Vector Model: Taking the Crystal Oscillator Wire Bonding Process as an Example”, The 2021 International Conference of Annual Meeting of the Operations Research Society of Taiwan & 19th Conference on Sustainable Operation and Development, IS&RI033, Taichung, Taiwan, December 10, 2021.
6. Chun-Liang Tung, Wei-Jia Huang, “Job Classification Model Based on Support Vector Machine – Taking the Military Personnel Recruitment as an Example”, The 2021 International Conference of Annual Meeting of the Operations Research Society of Taiwan & 19th Conference on Sustainable Operation and Development, LIM022, Taichung, Taiwan, December 10, 2021.
7. Chun-Liang Tung, Ting-Yuan Chang, Eviliana, Marissa Rahmania, “A Study of the Efficiencies of Speech Recognition in Different Neural Network Platforms”, The 18th Conference on Sustainable Operation and Development and the 2020 Conference of Taiwan Association of Digital Media Design, pp. 1550-1559, Taichung, Taiwan, November  27, 2020.
8. Chun-Liang Tung, Bo-Syuan Peng, “License Plate Recognition Technology based on MTCNN and CRNN”, The 18th Conference on Sustainable Operation and Development and the 2020 Conference of Taiwan Association of Digital Media Design, pp. 1564-1573, Taichung, Taiwan, November  27, 2020.
9. Chun-Liang Tung, Yong-Lin Su, “The Attendance Management System Based on Face Recognition”, The 18th Conference on Sustainable Operation and Development and the 2020 Conference of Taiwan Association of Digital Media Design, pp. 1529-1537, Taichung, Taiwan, November  27, 2020.
10. Chun-Liang Tung, Chien-Wei Huang, ”Prediction for Project Complete Percentage Based on Support Vector Regression Model – Taking a Engineering Company as a Case”, The 18th Conference on Sustainable Operation and Development and the 2020 Conference of Taiwan Association of Digital Media Design, pp. 1670-1679, Taichung, Taiwan, November  27, 2020.
11. Chun-Liang Tung, Yo-Lin Chang, ”Power Loading Prediction of Battery Exchange Station Based on Support Vector Machine”, The 18th Conference on Sustainable Operation and Development and the 2020 Conference of Taiwan Association of Digital Media Design, pp. 1680-1690, Taichung, Taiwan, November  27, 2020.
12. Chun-Liang Tung, Meng-Ta Chiang, ”Diopter Prediction for Soft Contact Lens Based on Support Vector Regression Model – Taking Polypropylene Molding as a Case”, The 18th Conference on Sustainable Operation and Development and the 2020 Conference of Taiwan Association of Digital Media Design, pp. 1703-1713, Taichung, Taiwan, November  27, 2020.
13. Chun-Liang Tung, Ta-Ching Chou, ”Fast Temperature Measurement System based on Infrared Thermal Imaging Camera”, The 18th Conference on Sustainable Operation and Development and the 2020 Conference of Taiwan Association of Digital Media Design, pp. 1738-1747, Taichung, Taiwan, November  27, 2020.
14. Chun-Liang Tung, Ching-Yun Hung, ”The Influence of Customer Relationship Management on Performance of Recycling Industry”, The 18th Conference on Sustainable Operation and Development and the 2020 Conference of Taiwan Association of Digital Media Design, pp. 1748-1759, Taichung, Taiwan, November  27, 2020.
15. Chun-Liang Tung, Yong-Lin Su, Bo-Syuan Peng, and Narakorn Songkittirote, “Application of Support Vector Regression for Solar Power Prediction”, The 1st International Conference on Sustainable Development Goals for Smart Community in the Asia Pacific Region, pp. 30-36, Chiang Mai, Thailand, February 21, 2020.
16. Chun-Liang Tung, Yang-Ming Hsu, “Sales Forecasting Based on Support Vector Regression with XXY Alignment Platform as a Case”, 2019 Conference on Applications of Innovation and Invention, pp. 101-107, Taichung, Taiwan, November 15, 2019.
17. Chun-Liang Tung, Yao-Fang Kuo, “The Vehicle License Plate Recognition Model Based on Convolutional Neural Network”, 2019 Conference on Applications of Innovation and Invention, pp. 108-118, Taichung, Taiwan, November 15, 2019.
18. Chun-Liang Tung, Ting-Yu Hsu, “Research on CNC 5-Axis Machine Center Combined with Saw Machining Strategy”, 2019 Conference on Applications of Innovation and Invention, pp. 156-166,  Taichung, Taiwan, November 15, 2019.
19. Chun-Liang Tung, Han-Hui Hung, “The Customer Trend Prediction Model Based on Support Vector Regression – The Case of Lutein”, 2019 Conference on Applications of Innovation and Invention, pp. 119-129, Taichung, Taiwan, November 15, 2019.
20. Chun-Liang Tung, Pin-Ju Chen, “Transformational Leadership and Organizational Culture Affect Nursing Information System User Satisfaction”, The 2018 International Conference of Annual Meeting of the Operations Research Society of Taiwan & 16th Conference on Sustainable Operation and Development, pp.1002-10010, Taichung, Taiwan, November 30, 2018.
21. Chun-Liang Tung, Worajit Setthaphun, Shuo-Chen Jian, “A Video StreamingTransmission System Based on Multi-Thread Framework”, 2017 International Conferenceon Sustainable Development and Management, pp. 858-865, Taichung, Taiwan, November 24, 2017.
22. Chun-Liang Tung, Shih-Hsun Chang, “Knowledge Management System and CloudComputing Applied on the Data Analysis of a University”, 2017 International Conferenceon Sustainable Development and Management, pp. 866-873, Taichung, Taiwan, November24, 2017.
23. Chun-Liang Tung, Sukhjargalmaa Avirmed, “A Face Detection Model based on HaarlikeFeatures”, International Conference on Information Technologies and practices in 2017, pp. 121-131, Taoyuan, Taiwan, March 17, 2017.
24. Chun-Liang Tung, Kuang-Hui Tang and Cheng-Yen Tu, “The Stability Prediction for Manufacturing Equipment based on Hidden Markov Model”, 2016 Conference on Sustainable Operation and Development, pp. 572-577, Taichung, Taiwan, November 25, 2016.
25. Chun-Liang Tung, Hsin-Yi Hsu and Hui-Yu Teng, “Investigating the influence of Organizational Culture to User Satisfaction of Network Host Service Provider”, 2016 Conference on Sustainable Operation and Development, pp. 544-552, Taichung, Taiwan, November 25, 2016.
26. Chun-Liang Tung and Kuan-Hsun Tseng, “An Objection Detection Model Using Boosting Algorithm and SVM Classification Algorithm”, 2015 International Conference on Information Management & Practice and 2015 Conference on Sustainable Operation and Development, pp. 2964-2971, Taichung, Taiwan, November 17, 2015.
27. Chun-Liang Tung and Ting-Yi Lu, “A parking space detection method using HOG algorithm and SVM classifier”, 2015 International Conference on Information Management & Practice and 2015 Conference on Sustainable Operation and Development, pp. 3016-3023, Taichung, Taiwan, November 17, 2015.
28. Chun-Liang Tung and Kuei-Hsin Wang, “A Real-Time Vehicle Detection Model Based on Haar-Like Features”, International Conference on Internet Studies, July 18-19, Tokyo, Japan, 2015.
29. Chun-Liang Tung and Shou-Ping Wei, “A Peril Behavior Recognition System Based on Hierarchical Hidden Markov Model”, 2014 Conference on Sustainable Operation and Development, pp. 86-96, Taichung, Taiwan, 2014.
30. Chun-Liang Tung, Wen-Tsann Lin, Chih-Yung Chiou and Szu-Jung Ko, “Biological Feature Detection Technology Applied on Animal Face Detection”, 2013 Conference on Sustainable Operation and Development, pp. 944-952, Taichung, Taiwan, 2013.
31. Chun-Liang Tung, Wen-Tsann Lin, Ming-Ji Chen and Wen-Sing Huang, “Biological Feature Detection Technology Applied on Field Operator Face Detection”, 2013 Conference on Sustainable Operation and Development, pp. 1007-1015, Taichung, Taiwan, 2013.
32. Chun-Liang Tung, Pei-Ling Tung, Che-Wei Kuo, “Camera Tamper Detection Using Codebook Model for Video Surveillance”, Proceedings of 2012 International Conference on Machine Learning and Cybernetics, Vol. 5, pp. 1760-1763, Shaanxi, China, July 15-17, 2012. (EI)
33. Chun-Liang Tung and Pei-Ling Tung, “Real-Time Camera Displacement Detection Using Codebook Model”, International Conference on Business and Information, pp. 413-427, Sapporo, Japan, July 03-05, 2012.
34. Chun-Liang Tung, Wen-Sing Huang, Shou-Ping Wei and Ying-Chin Lin, “Multi-Function Intelligent Video Surveillance with Face Recognition”, 2012 Conference on Sustainable Operation and Development, pp. 661-668, 2012.
35. Chun-Liang Tung, Wen-Sing Huang, Shou-Ping Wei and Ying-Chin Lin, “Multi-Function Intelligent Video Surveillance with Face Recognition”, Journal of Innovation and Business Management, Vol. 3(2), pp. 53-65, 2012.
36. Chun-Liang Tung, Che-Wei Kuo, Ming-Hsiang Su, Yu-Syuan Wu and Shin-Ting Ku, “Real-Time Displacement Detection Using Codebook Model”, 2011 Conference on Sustainable Operation and Development, pp. 721-731, Taichung, Taiwan, 2011.

B專利

五、研究計畫及產學實績

六、獲獎及其他優良事蹟

A獲獎

1. 榮獲「推動研究發展績效卓越之競賽獎」，國立勤益科技大學，2023。
2. 指導學生參加「全國大專暨高中職虛擬投資競賽大專組」榮獲 第二名，2023。
3. 指導學生參加「全國大專院校院金融投資模擬競賽」榮獲 冠軍，2022。
4. 指導專題學生參加「教育部智慧創新跨域人才培育聯盟計畫線上成果暨軟硬體創作競賽」，作品名稱：植基於熱影像與臉部辨識技術之體溫管制系統，榮獲 銀質獎，2020。
5. 指導專題學生參加「台灣作業研究學會大專院校專題競賽」榮獲 佳作，2020。
6. 榮獲「推動研究發展績效卓越之專利獎」，國立勤益科技大學，2018。
7. 榮獲「推動研究發展績效卓越之專利獎」，國立勤益科技大學，2017。

B其他優良事蹟

1. 擔任「第十九屆台灣作業研究學會暨國際研討會及第21屆管理學術研討會」論文審稿委員，2023。
2. 擔任「2022創新發明應用研討會(AII2022)」論文審稿委員，2022。
3. 指導學生參加「全國大專暨高中職虛擬投資競賽大專組」，南臺科技大學，2022。
4. 指導學生參加專題競賽，作品名稱「熱影像結合人臉偵測暨網頁瀏覽系統」，榮獲業界評選技術類第一名，國立勤益科大資管系，2021。
5. 指導學生參加專題競賽，榮獲第二名，國立勤益科大資管系，2021。
6. 擔任「第十七屆台灣作業研究學會暨國際研討會及第19屆管理學術研討會」論文審稿委員，2021。
7. 協助辦理「國立勤益科技大學資訊管理系2022中華工程教育學會工程教育認證」，2021。
8. 辦理「國立勤益科技大學臺德聯盟圓桌會議」，2021。
9. 指導學生江孟達獲「第十八屆管理學術國際研討會暨2020台灣數位媒體設計研討會」，優良論文獎，2019。
10. 推動研究發展績效卓越之專利獎，國立勤益科技大學，2020。
11. 擔任「第十二屆勤益教師會」推動小組委員，2020。
12. 擔任「第十八屆管理學術國際研討會暨2020台灣數位媒體設計研討會」論文審稿委員，2020。
13. 指導學生郭耀方獲「2019創新發明研討會」，最佳論文獎，2019。
14. 指導學生參加專題競賽，榮獲第一名，國立勤益科大資管系，2019。
15. 擔任「第十七屆管理學術國際研討會及2019台灣精實企業系統學會年會」論文審稿委員，2019。
16. 擔任「2019創新發明應用研討會(AII2019)」論文審稿委員，2019。
17. 擔任「第十四屆智慧生活科技研討會」行政委員，2019。
18. 擔任「第十一屆賣桔者言」活動評審委員，2019。
19. 擔任「國立勤益科技大學法規審查委員會」委員，2019。
20. 擔任「國立勤益科技大學高等教育深耕計畫推動國際交流高教深耕子計畫」計畫主持人，2019。
21. 指導學生參加專題競賽，榮獲最佳人氣獎，國立勤益科大資管系，2017。
22. 擔任「2017永續經營與管理國際學術研討會暨第十五屆管理學術國際研討會」口頭發表主持人，2017。
23. 擔任「2017永續經營與管理國際學術研討會暨第十五屆管理學術國際研討會」論文審稿委員，2017。
24. 擔任「教育部獎勵科技大學教學卓越計畫」計畫主持人，2017。
25. 通過「教育部數位學習認證：作業系統數位課程」，2017。
26. 擔任「財團法人張明 王國秀文教基金會」顧問，2016。