KUO,WEN-HUNG
Name KUO,WEN-HUNG
Job Title Professor
Education 清華大學 工業工程研究所 博士
Email
Tel +886-5-6315733
Lab Location C-MA-0919
Research Expertise Production Scheduling, Management Information Systems Planning and Design
Country School Name Department Degree
清華大學 工業工程研究所 學士
國立清華大學 工業工程系 博士
國立清華大學 工業工程學系 碩士
Year Paper Title
2024 A short note on "A note on single-machine scheduling with job-dependent learning effects", Information Processing Letters, 2024
2024 Yang, Dar-Li(1,2); Hou, Yung-Tsung(1); Kuo, Wen-Hung(1), "A short note on "A note on single-machine scheduling with job-dependent learning effects"", Information Processing Letters Vols. 183, 2024., 2024
2019 Minimizing Makespan in A Two-Machine Flowshop Problem with Processing Time Linearly Dependent on Job Waiting Time , Sustainability, pp. 1-18, Dec. 2019
2019 Dar-Li Yang, Wen-Hung Kuo, "Minimizing Makespan in A Two-Machine Flowshop Problem with Processing Time Linearly Dependent on Job Waiting Time", Sustainability Vols. 11, 6885, 2019., 2019
2018 A single-machine scheduling problem with a deterioration model and partial maintenance , Journal of Statistics & Management Systems , pp. 1501-1511, Nov. 2018
2018 Yung-Tseng Hou, Dar-Li Yang, Wen-Hung Kuo and Li-Shing Wu, "A single-machine scheduling problem with a deterioration model and partial maintenance", Journal of Statistics & Management Systems Vols. 21, pp. 8, 2018., 2018
2017 A note on a single-machine lot scheduling problem with indivisible orders , Computers & Operations Research , pp. 34-38, Mar. 2017
2017 Dar-Li Yang, Yung-Tsung Hou, Wen-Hung Kuo, "A note on a single-machine lot scheduling problem with indivisible orders", Computers & Operations Research Vols. 79, 2017., 2017
2014 Lot scheduling on a single machine, Information Processing Letters, pp. 718-722, Dec. 2014
2014 Scheduling with a position-weighted learning effect, Optimization Letters, pp. 293-306, Jan. 2014
2014 Hou, Y.T., Yang, D.L. and Kuo, W.H., "Lot scheduling on a single machine", Information Processing Letters Vols. 114, pp. 12, 2014. ( SCI I.F. .479, Rank 109/135), 2014
2014 T.C.E. Cheng, Wen-Hung Kuo and Dar-Li Yang, "Scheduling with a position-weighted learning effect", Optimization Letters Vols. 8, pp. 1, 2014. ( SCI I.F. 1.654, Rank 18/79), 2014
2013 Scheduling with general learning effects, International Journal of Advanced Manufacturing Technology, pp. 217-229, Jul. 2013
2013 Scheduling with a position-weighted learning effect based on sum-of-logarithm-processing times and job position, Information Sciences, pp. 490-500, Feb. 2013
2013 Dar-Li Yang, T.C.E. Cheng and Wen-Hung Kuo, "Scheduling with general learning effects", International Journal of Advanced Manufacturing Technology Vols. 67, pp. 1-4, 2013. ( SCI I.F. 1.205, Rank 31/59), 2013
2013 Cheng, T.C.E., Kuo, W.H. and Yang, D.L., "Scheduling with a position-weighted learning effect based on sum-of-logarithm-processing times and job position", Information Sciences Vols. 221, pp. 1, 2013. ( SCI I.F. 3.643, Rank 6/132), 2013
2012 Single-machine group scheduling with time-dependent learning effect and position-based setup time learning effect, Annals of Operations Research , pp. 349-359, Jul. 2012
2012 A short note on "Proportionate flowshops with general position-dependent processing times", Information Processing Letters, pp. 479-480, Jul. 2012
2012 Worst-case and numerical analysis of heuristic algorithms for flowshop scheduling problems with a time-dependent learning effect, Information Sciences, pp. 282-297, Feb. 2012
2012 Single-machine scheduling with deteriorating jobs, International Journal of Systems Science, pp. 132-139, Jan. 2012
2012 Wen-Hung Kuo, "Single-machine group scheduling with time-dependent learning effect and position-based setup time learning effect", Annals of Operations Research Vols. 196, pp. 1, 2012. ( SCI I.F. 1.029, Rank 36/79), 2012
2012 Wen-Hung Kuo, Dar-Li Yang, "A short note on "Proportionate flowshops with general position-dependent processing times"", Information Processing Letters Vols. 112, pp. 12, 2012. ( SCI I.F. .488, Rank 102/132), 2012
2012 Wen-Hung Kuo, Chou-Jung Hsu, Dar-Li Yang, "Worst-case and numerical analysis of heuristic algorithms for flowshop scheduling problems with a time-dependent learning effect", Information Sciences Vols. 184, pp. 1, 2012. ( SCI I.F. 3.643, Rank 6/132), 2012
2012 Wen-Hung Kuo, Dar-Li Yang, "Single-machine scheduling with deteriorating jobs", International Journal of Systems Science Vols. 43, pp. 1, 2012. ( SCI I.F. 1.305, Rank 29/79), 2012
2011 Scheduling with deteriorating jobs and learning effects, Applied Mathematics and Computation, pp. 2069-2073, Nov. 2011
2011 Some unrelated parallel machine scheduling problems with past-sequence-dependent setup time and learning effects, Computers & Industrial Engineering, pp. 179-183, Aug. 2011
2011 Image quality on a mobile display under different illuminations, Perceptual and Motor Skills, pp. 215-228, Jun. 2011
2011 Unrelated parallel machine scheduling with past-sequence-dependent setup time and learning effects, Applied Mathematical Modelling, pp. 1492-1496, Mar. 2011
2011 A note on due date assignment and single-machine scheduling with deteriorating jobs and learning effects, Journal of the Operational Research Society, pp. 206-210, Jan. 2011
2011 Dar-Li Yang, Wen-Hung Kuo, "Scheduling with deteriorating jobs and learning effects", Applied Mathematics and Computation Vols. 218, pp. 5, 2011. ( SCI I.F. 1.349, Rank 43/247), 2011
2011 Wen-Hung Kuo,Chou-Jung Hsu,Dar-Li Yang, "Some unrelated parallel machine scheduling problems with past-sequence-dependent setup time and learning effects", Computers & Industrial Engineering Vols. 61, pp. 1, 2011. ( SCI I.F. 1.516, Rank 16/44), 2011
2011 Po-Hung Lin,Wen-Hung Kuo, "Image quality on a mobile display under different illuminations", Perceptual and Motor Skills Vols. 113, pp. 1, 2011. ( SSCI I.F. .655, Rank 80/83), 2011
2011 Chou-Jung Hsu, Wen-Hung Kuo, Dar-Li Yang, "Unrelated parallel machine scheduling with past-sequence-dependent setup time and learning effects", Applied Mathematical Modelling Vols. 35, pp. 3, 2011. ( SCI I.F. 1.706, Rank 11/90), 2011
2011 Wen-Hung Kuo, Dar-Li Yang, "A note on due date assignment and single-machine scheduling with deteriorating jobs and learning effects", Journal of the Operational Research Society Vols. 62, pp. 1, 2011. ( SCI,SSCI I.F. .989, Rank 37/79), 2011
2010 Optimal batch size and raw material ordering policy for a production system with a price-quantity discount rate, Journal of Statistics and Management Systems, pp. 1149-1163, Oct. 2010
2010 Note on “Single-machine and flowshop scheduling with a general learning effect model”and “Some single-machine and m-machine flowshop scheduling problems with learning considerations”, Information Sciences, pp. 3814-3816, Oct. 2010
2010 “Erratum to “Machine scheduling with a general learning effect”, Mathematical Computer and Modelling , pp. 847-849, Mar. 2010
2010 Viewpoint on "Single-machine with a sum-of-actual-processing-time-based learning effect", Journal of the Operational Research Society, pp. 352-355, Feb. 2010
2010 The development of a two-phase knowledge extraction framework on LCD image quality with knowledge creation process, International Journal of Business and Systems Research, pp. 22-41, Feb. 2010
2010 Some single-machine scheduling problems with deteriorating jobs and learning effects, Computers & Industrial Engineering, pp. 25-28, Feb. 2010
2010 Wen-Hung Kuo, "Optimal batch size and raw material ordering policy for a production system with a price-quantity discount rate", Journal of Statistics and Management Systems Vols. 13, pp. 6, 2010., 2010
2010 Wen_Hung Kuo, Dar-Li Yang, "Note on “Single-machine and flowshop scheduling with a general learning effect model”and “Some single-machine and m-machine flowshop scheduling problems with learning considerations”", Information Sciences Vols. 180, 2010. ( SCI I.F. 3.643, Rank 6/132), 2010
2010 Wen-Hung Kuo, Dar-Li Yang, "“Erratum to “Machine scheduling with a general learning effect”", Mathematical Computer and Modelling Vols. 51, pp. 5月6日, 2010. ( SCI I.F. 1.42, Rank 38/242), 2010
2010 Po-Hung Lin, Wen-Hung Kuo, Sheue-Ling Hwang, "The development of a two-phase knowledge extraction framework on LCD image quality with knowledge creation process", International Journal of Business and Systems Research Vols. 4, pp. 1, 2010., 2010
2010 Dar-Li Yang, Wen-Hung Kuo, "Some single-machine scheduling problems with deteriorating jobs and learning effects", Computers & Industrial Engineering Vols. 58, pp. 1, 2010. ( SCI I.F. 1.516, Rank 16/44), 2010
2010 Wen-Hung Kuo, Dar-Li Yang, "Viewpoint on "Single-machine with a sum-of-actual-processing-time-based learning effect"", Journal of the Operational Research Society Vols. 61, pp. 2, 2010. ( SCI,SSCI I.F. .989, Rank 37/79), 2010
2009 Single-machine scheduling with both deterioration and learning effects, Annals of Operations Research, pp. 315-327, Nov. 2009
2009 A single-machine scheduling with learning effects in intermittent batch production, Computers & Industrial Engineering, pp. 762-765, Oct. 2009
2009 A note on unrelated parallel machine scheduling with time dependent processing times, Journal of the Operational Research Society, pp. 431-434, Mar. 2009
2009 Dar-Li Yang, Wen-Hung Kuo, "Single-machine scheduling with both deterioration and learning effects", Annals of Operations Research Vols. 172, pp. 1, 2009. ( SCI I.F. 1.029, Rank 36/79), 2009
2009 Dar-Li Yang, Wen-Hung Kuo, "A single-machine scheduling with learning effects in intermittent batch production", Computers & Industrial Engineering Vols. 57, pp. 3, 2009. ( SCI I.F. 1.516, Rank 16/44), 2009
2009 Wen-Hung Kuo, Chou-Jung Hsu, Dar-Li Yang, "A note on unrelated parallel machine scheduling with time dependent processing times", Journal of the Operational Research Society Vols. 60, pp. 3, 2009. ( SCI,SSCI I.F. .989, Rank 37/79), 2009
2008 Multi-family scheduling in a two-machine reentrant flow shop with setups, European Journal of Operational Research, pp. 1160-1170, Jun. 2008
2008 Minimizing the makespan in a single-machine scheduling problem with the cyclic process of an aging effect, Journal of the Operational Research Society, pp. 416-420, Mar. 2008
2008 Parallel machine scheduling with time dependent processing times, Theoretical Computer Science, pp. 204-210, Mar. 2008
2008 A note on due-date assignment and single machine scheduling with deteriorating jobs, Journal of the Operational Research Society, pp. 416-420, Mar. 2008
2008 A two-machine flowshop scheduling problem with a separated maintenance constraint, Computers & Operations Research, pp. 876-883, Mar. 2008
2008 Dar-Li Yang, Wen-Hung Kuo, Maw-Sheng Chern, "Multi-family scheduling in a two-machine reentrant flow shop with setups", European Journal of Operational Research Vols. 187, pp. 3, 2008. ( SCI I.F. 2.159, Rank 6/75), 2008
2008 Dar-Li Yang, Chou-Jung Kuo, Wen-Hung Kuo, "A two-machine flowshop scheduling problem with a separated maintenance constraint", Computers & Operations Research Vols. 35, pp. 3, 2008. ( SCI I.F. 1.769, Rank 6/38), 2008
2008 Wen-Hung Kuo, Dar-Li Yang, "Minimizing the makespan in a single-machine scheduling problem with the cyclic process of an aging effect", Journal of the Operational Research Society Vols. 59, pp. 3, 2008. ( SCI,SSCI I.F. .989, Rank 37/79), 2008
2008 Wen-Hung Kuo, Dar-Li Yang, "Parallel machine scheduling with time dependent processing times", Theoretical Computer Science Vols. 393, pp. 1月3日, 2008. ( SCI I.F. .838, Rank 58/97), 2008
2008 Wen-Hung Kuo, Dar-Li Yang, "A note on due-date assignment and single machine scheduling with deteriorating jobs", Journal of the Operational Research Society Vols. 59, pp. 3, 2008. ( SCI,SSCI I.F. 1.481, Rank 30/75), 2008
2007 Single-machine with a sum-of-actual-processing-time-based learning effect, Journal of the Operational Research Society, pp. 1348-1353, Oct. 2007
2007 Single machine scheduling problems with the time-dependent learning effect, Computers and Mathematics with Applications, pp. 1733-1739, Jun. 2007
2007 Single-machine scheduling problems with start-time dependent processing time, Computers and Mathematics with Applications, pp. 1658-1664, May. 2007
2007 Single machine scheduling with past-sequence-dependent setup times and learning effects, Information Processing Letters, pp. 22-26, Apr. 2007
2007 A framework of perceptual quality assessment on LCD-TV, Displays, pp. 35-43, Feb. 2007
2007 Dar-Li Yang, Wen-Hung Kuo, "Single-machine with a sum-of-actual-processing-time-based learning effect", Journal of the Operational Research Society Vols. 58, pp. 10, 2007. ( SCI,SSCI I.F. 1.102, Rank 30/75), 2007
2007 Wen-Hung Kuo, Dar-Li Yang, "Single machine scheduling problems with the time-dependent learning effect", Computers and Mathematics with Applications Vols. 53, pp. 11, 2007. ( SCI I.F. 1.472, Rank 33/236), 2007
2007 Wen-Hung Kuo, Dar-Li Yang, "Single-machine scheduling problems with start-time dependent processing time", Computers and Mathematics with Applications Vols. 53, pp. 11, 2007. ( SCI I.F. 1.472, Rank 33/236), 2007
2007 Wen-Hung Kuo, Dar-Li Yang, "Single machine scheduling with past-sequence-dependent setup times and learning effects", Information Processing Letters Vols. 102, pp. 1, 2007. ( SCI I.F. .455, Rank 106/135), 2007
2007 Wen-Hung Kuo, Po-Hung Lin, Sheue-Ling Hwang, "A framework of perceptual quality assessment on LCD-TV", Displays Vols. 28, pp. 1, 2007. ( SCI I.F. 1.21, Rank 18/48), 2007
2006 Minmizing the makespan in a two-stage flowshop scheduling problem with a function constraint on alternative machines, Journal of Marine Science and Technology, pp. 213-217, Dec. 2006
2006 Minimizing the total completion time in a single machine scheduling problem with a time-dependent learning effect, European Journal of Operational Research, pp. 1184-1190, Oct. 2006
2006 Single-machine group scheduling with a time-dependent learning effect, Computers and Operations Research, pp. 2099-2112, Aug. 2006
2006 Minimizing the makespan in a single machine scheduling problem with a time-based learning effect, Information Processing Letters, pp. 64-67, Jan. 2006
2006 Chou-Jung Hsu, Wen-Hung Kuo, Dar-Li Yang, Maw-Sheng Chern, "Minmizing the makespan in a two-stage flowshop scheduling problem with a function constraint on alternative machines", Journal of Marine Science and Technology Vols. 14, pp. 4, 2006., 2006
2006 Wen-Hung Kuo, Dar-Li Yang, "Minimizing the total completion time in a single machine scheduling problem with a time-dependent learning effect", European Journal of Operational Research Vols. 174, pp. 2, 2006. ( SCI I.F. 2.038, Rank 9/79), 2006
2006 Wen-Hung Kuo, Dar-Li Yang, "Single-machine group scheduling with a time-dependent learning effect", Computers and Operations Research Vols. 33, pp. 8, 2006. ( SCI I.F. 1.769, Rank 6/38), 2006
2006 Wen-Hung Kuo, Dar-Li Yang, "Minimizing the makespan in a single machine scheduling problem with a time-based learning effect", Information Processing Letters Vols. 97, pp. 2, 2006. ( SCI I.F. .612, Rank 104/128), 2006
2005 An analytical comparison of inventory costs of JIT and EOQ purchasing with defective products, Journal of Information & Optimization, pp. 219-231, Jan. 2005
2005 Wen-Hung Kuo, "An analytical comparison of inventory costs of JIT and EOQ purchasing with defective products", Journal of Information & Optimization Vols. 26, pp. 1, 2005., 2005
Year Paper Title
2017 Wen-Hung Kuo, Dar-Li Yang and Yung-Tsung Hou, An unrelated parallel-machine scheduling problem with discrete controllable processing time, International Conference on Sustainable Development in Biomechanics, Electrical, Computer Science and Information Technology, Jul. 17-18, 2017, KOR大韓民國(南韓)
2016 Wen-Hung Kuo, Yung-Tsung Hou and Dar-Li Yang, A study of a lot parallel-machine scheduling problem, International Conference on Engineering and Natural Science, Jul. 12-14, 2016, JPN日本
2015 Wen-Hung Kuo, Dar-Li Yang, A Lot Scheduling Problem on a Single Machine with Indivisible Orders, The Ninth International Conference on Advanced Engineering Computing and Applications in Sciences, Jul. 19-24, 2015, FRA法國
2014 Wen-Hung Kuo, Yung-Tsung Hou and Dar-Li Yang, A lot scheduling problem with divisible orders, 2014 International Conference on Business and Information (BAI2014) , Jul. 03-05, 2014, JPN日本
2013 Wen-Hung Kuo, Dar-Li Yang, Minimizing the makespan on single-machine scheduling with deterioration effect and partial machine maintenance., The 26th EURO-INFORMS Joint International Conference on Operational Research, Jul. 01-Sep. 04, 2013, ITA義大利共和國(義大利)
2011 Single-machine group scheduling problems with time-dependent learning effect and position-based setup time learning effect, The 7th East Asia SIAM Conference & RIMS Workshop on Methods in Industrial and Applied Mathematics, Jun. 27-29, 2011, JPN日本
2010 An unrelated parallel machine scheduling problem simultaneously with learning effect and past-sequence-dependent setup time, The 40th International Conference on Computers & Industrial Engineering, Jul. 24-28, 2010, JPN日本
2010 Predicting image quality on a mobile display under different illuminations, The 3rd International Conference on Applied Human Factor and Ergineering, Jul. 17-20, 2010, USA美國
2009 Single-machine scheduling problems with a position-weighted learning effect based on sum-of-logarithm-processing times and job position, 中國工業工程學會98年度年會暨學術研討會, Dec. 12, 2009, TWN中華民國(臺灣)
2009 A single-machine makespan minimization scheduling with a general learning effect, The CORS/INFORMS 2009 Joint International Meeting, Jun. 14-17, 2009, CAN加拿大
2008 Dar-Li Yang , Single-machine scheduling with learning effects in intermittent batch production, The 19th Production and Operations Management Society Annual Conference, May. 09-12, 2008, USA美國
Project Category Year Project Title Job Title Period
其他單位產學計畫 2024 產業綠色營運工作圈 共同(協同)主持人 2024.06 ~ 2024.12
政府學術研究計畫-科技部專題研究計畫 2016 科技部105年度 【 平行機台批量生產排程問題之研究(I) 】學門名稱：作業研究 主持人 2016.08 ~ 2017.07
政府學術研究計畫-國科會專題研究計畫 2015 科技部104年度 【 不可分割訂單在批次生產排程之研究 】學門名稱：作業研究 主持人 2015.08 ~ 2016.07
政府學術研究計畫-國科會專題研究計畫 2014 國科會102年度 【 具有與工作獨立之退化效應以及含有部份維修工作的生產排程之研究 】(多年期-2年期)(學門名稱：作業研究)(第二年) 主持人 2014.08 ~ 2015.07
政府學術研究計畫-國科會專題研究計畫 2013 國科會102年度 【 具有與工作獨立之退化效應以及含有部份維修工作的生產排程之研究 】(第一年) 主持人 2013.08 ~ 2015.07
政府學術研究計畫-國科會專題研究計畫 2012 國科會101年度 【 具有與位置相關的工作處理時間之均衡流水式排程問題之研究 】 主持人 2012.08 ~ 2013.07
政府學術研究計畫-國科會專題研究計畫 2010 具有工作位置加權學習效應之生產排程研究(I) 主持人 2010.08 ~ 2011.07
政府學術研究計畫-國科會專題研究計畫 2009 具有學習效應以及與過去順序相依準備時間之平行機台排程問題之研究 主持人 2009.08 ~ 2010.07
政府學術研究計畫-國科會專題研究計畫 2008 學習效應在生產批次間完全傳遞模式之生產排程問題之研究 主持人 2008.08 ~ 2009.07
國科會專題計畫 2007 具有學習效應之間歇式生產產排程系統之研究 主持人 2007.08 ~ 2008.07
其他單位產學計畫 2006 顯示器品質之物理特性與人因評價之關連研究(2) 主持人 2006.11 ~ 2007.09
國科會案件 2006 具有功能替代式機台且工作處理時間變異之雙階段流線型排程問題之研究(2/2) 主持人 2006.08 ~ 2007.07
產學計畫案(私人企業或法人機構之案件) 2006 平面顯示前瞻技術開發-顯示器品質之物理特性與人因評價之關連研究 主持人 2006.01 ~ 2006.10
2016 政府學術研究計畫-科技部專題研究計畫 科技部105年度 【 平行機台批量生產排程問題之研究(I) 】學門名稱：作業研究 2016.08 ~ 2017.07
2015 政府學術研究計畫-國科會專題研究計畫 科技部104年度 【 不可分割訂單在批次生產排程之研究 】學門名稱：作業研究 2015.08 ~ 2016.07
2014 政府學術研究計畫-國科會專題研究計畫 國科會102年度 【 具有與工作獨立之退化效應以及含有部份維修工作的生產排程之研究 】(多年期-2年期)(學門名稱：作業研究)(第二年) 2014.08 ~ 2015.07
2013 政府學術研究計畫-國科會專題研究計畫 國科會102年度 【 具有與工作獨立之退化效應以及含有部份維修工作的生產排程之研究 】(第一年) 2013.08 ~ 2015.07
2012 政府學術研究計畫-國科會專題研究計畫 國科會101年度 【 具有與位置相關的工作處理時間之均衡流水式排程問題之研究 】 2012.08 ~ 2013.07
2010 政府學術研究計畫-國科會專題研究計畫 具有工作位置加權學習效應之生產排程研究(I) 2010.08 ~ 2011.07
2009 政府學術研究計畫-國科會專題研究計畫 具有學習效應以及與過去順序相依準備時間之平行機台排程問題之研究 2009.08 ~ 2010.07
2008 政府學術研究計畫-國科會專題研究計畫 學習效應在生產批次間完全傳遞模式之生產排程問題之研究 2008.08 ~ 2009.07
2007 國科會專題計畫 具有學習效應之間歇式生產產排程系統之研究 2007.08 ~ 2008.07
2006 產學計畫案(私人企業或法人機構之案件) 顯示器品質之物理特性與人因評價之關連研究(2) 2006.11 ~ 2007.09
2006 國科會案件 具有功能替代式機台且工作處理時間變異之雙階段流線型排程問題之研究(2/2) 2006.08 ~ 2007.07
2006 產學計畫案(私人企業或法人機構之案件) 平面顯示前瞻技術開發-顯示器品質之物理特性與人因評價之關連研究 2006.01 ~ 2006.10
Year Paper Title
2023 An application of machine learning predictive models in the dementia diagnosis, 2023
2021 Key Factors Affecting a Student’s Decision to Study Abroad from the Perspectives of Vietnamese and Other Asian Students, 2021
2020 The Learning Achievement of Integrating E-Learning Platform and IRS into English Teaching- A Case of Fourth Grade Elementary School Students, 2020
2019 A Study of Indoor Positioning Based on Augmented Reality and Deep Learning, 2019
Wei-Liang Liou, A Single-Machine Scheduling Problem with Learning Effect and Position-Weight
Jui-Che Shuang, Using Particle Swarm Optimization to Solve Two-Machine Flowshop Scheduling Problem with a Learning Effect
Pimnipa Songkram, A Study of Users’ Attitude toward Movie Reviews on Social Network Service: A Case study in Thailand
Li-Shing Wu, Single Machine Scheduling with Job-independent Aging Effect and Flexible Maintenance
Course Title Class Reference Link
資料科學與大數據導論 四資管二甲 https://tqas.nfu.edu.tw/course_schedule/detail/11511917
研究方法 碩資管一職 https://tqas.nfu.edu.tw/course_schedule/detail/11510106
研究方法 碩資管一甲 https://tqas.nfu.edu.tw/course_schedule/detail/11510097