Shih-Hao Lu |
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Office: | MA-Building 407 | |
Lab: | Data Driven Decision Making Lab, T2-302-2 | |
Office hours: | 三 13:30-15:30 Wed | |
Phone: | 02 -2737-6735 | |
E-mail: | shlu@mail.ntust.edu.tw | |
Education: | PhD in Supply Chain Management, Iowa State University,US | |
Research: | Mathematical Modeling of Logistics Problems , Green Supply Chain Management | |
Courses: | Supply Chain Management, Mathematical Decision Modeling and Evolutionary Algorithms, Introduction to Python Programming |
Journal Papers | |
Shih-Hao Lu publications, cf. Google Scholar | |
2024 | Marco Fabio Benaglia, Mei-Hui Chen, Shih-Hao Lu, Kune-Muh Tsai*, Shih-Han Hung (2024). Improving the picking efficiency of a cold warehouse to avoid temperature abuse. International Journal of Logistics Management. Vol.35 (5) pp.1434-1464 (SSCI; 2023 IF 7.2; JCR 42/401 in Management) |
2024 | Kang-I. Chao, Jen-Wei Cheng, Hung-Chieh Yen*, Shih-Hao Lu (2024). Should I speak up? How trust in leaders and leader–leader exchanges influence nurses' voice behaviour. Nursing Open. Vol.11 (3) e2101 (SSCI; 2023 IF 2.3; JCR 42/123 in Nursing) |
2024 | Shih-Hao Lu*, Yoshinori Suzuki, & Toyin Clottey (2024). Improving the efficiency of last-mile package deliveries using hybrid driver-helpers. Decision Sciences. Vol.55 (3) pp.281-302 (SSCI; 2023 IF 2.8; JCR 190/401 in Management; 科技部管理二學門推薦期刊; 本人為通訊作者) |
2024 | Shih-Hao Lu, Thanh-Sang Ngo*, Huyen Thi Thanh Tran (2024). Exploring a hierarchical model for circular economy transition through launching green marketing. Sustainable Development. Vol.32 (3) pp.2119-2138 (SSCI; 2023 IF 9.9; JCR 1/63 in Development Studies) |
2024 | Shih-Hao Lu*, Marco Fabio Benaglia*, Anh-Tu Nguyen, Edgar Rojas Rivera, Jen-Wei Cheng (2024). Vehicle Routing Problem with Drones as an Aid for Epidemic Relief. International Journal of Shipping and Transport Logistics. Vol.18 (3) pp.249-280 (SSCI; 2023 IF 1.4; JCR 291/401 in Management, 本人為共同通訊作者) |
2023 | Wei-Teng Sheu, Ying-Lin Hsu*, Yu-Wen Liu, Shih-Hao Lu (2023). The triple generally weighted moving average control chart formonitoring Poisson observations. Annals of Operations Research. Accepted. (SCIE; 2022 IF 4.8; JCR 21/86 in Operations Research & Management Science;科技部管理二學門推薦期刊) |
2023 | Shih-Hao Lu, Hung-Jen Wang, Anh Tu Nguyen* (2023) Machine Learning Applications on Box-Office Revenue Forecasting: The Taiwanese Film Market Case Study. Optimal Transport Statistics for Economics and Related Topics. Studies in Systems, Decision and Control. 483. P384-402 |
2023 | R.J. Kuo*, Evan Edbert, Ferani E Zulvia, Shih-Hao Lu (2023). Applying NSGA-II to Vehicle Routing Problem with Drones Considering Makespan and Carbon Emission. Expert Systems with Applications. Vol.221, 119777. (SCIE; 2022 IF 8.5; JCR 6/86 in Operations Research & Management Science) |
2023 | Wei-Teng Sheu*, Shih-Hao Lu, Ying-Lin Hsu (2023). The Generally Weighted Moving Average Control Chart for Monitoring the Process Mean of Autocorrelated Observations. Annals of Operations Research. Accepted. (SCIE; 2022 IF 4.8; JCR 21/86 in Operations Research & Management Science;科技部管理二學門推薦期刊) |
2022 | Shih-Hao Lu*, R.J. Kuo, Yi-Ting Ho, Anh-Tu Nguyen (2022). Improving the efficiency of last-mile delivery with the flexible drones traveling salesman problem.Expert Systems with Applications. Vol.209, 118351. (SCIE; 2021 IF 8.665; JCR 7/100 in Operations Research & Management Science, 本人為通訊作者) |
2022 | R.J. Kuo, Shih-Hao Lu, Pei-Yu Lai, & Setyo Tri Windras Mara* (2022). Vehicle Routing Problem with Drones Considering Time Windows. Expert Systems with Applications. Vol.191. 116264. (SCIE; 2020 IF 6.954; JCR 8/84 in Operations Research & Management Science) |
2022 | Anh-Tu Nguyen, Sajid Anwar, W Robert J Alexander, Shih-Hao Lu (2022). Openness to trade, foreign direct investment, and economic growth in Vietnam. Applied Economics. Vol.54 (29), pp.3373-3391. (SSCI; 2021 IF 1.916; JCR 203/381 in Economics; 第一作者為本人指導之博士生) |
2021 | Huyen Thi Thanh Tran, Shih-Hao Lu*, Ha Thi Thu Tran, Bien Van Nguyen (2021). Social Media Insights During the COVID-19 Pandemic : Infodemiology Study Using Big Data. JMIR Medical Informatics. Vol.9 (7) e27116. (SCIE; 2020 IF 2.955; JCR 17/30 in Medical Informatics; 第一作者為本人指導之博士生,本人擔任通訊作者) |
2021 | Anh‐Tu Nguyen, Shih‐Hao Lu*, Phuc Thanh Thien Nguyen(2021). Validating and Forecasting Carbon Emissions in the Framework of the Environmental Kuznets Curve: The Case of Vietnam. Energies. Vol.14 (11) pp.3144-3179. (SCIE; 2020 IF 3.004; JCR 70/114 in Energy & Fuels; 第一作者為本人指導之博士生,本人擔任通訊作者) |
2020 | Shih-Hao Lu*, Yoshinori Suzuki, & Toyin Clottey (2020). The Last Mile: Managing Driver Helper Dispatching for Package Delivery Services. Journal of Business Logistics. Vol.41 (3) pp.206-221. (SSCI; 2020 IF 6.677; JCR 48/226 in Management; 科技部管理二學門推薦期刊; 本人為通訊作者) |
2020 | Shih-Hao Lu, Kang-Min Chien, Fan-Ting Lu, Cheng-Ze Hung, Yie-Ching Lee, & Jen-Wei Cheng* (2020). The Use and Acceptance of Smart Home by Elderly Taipei Users: An Examination of Senior Technology Acceptance Model. Journal of Business Administration. Vol.45 (3) pp.95-116. (EconLit) |
2019 | Hung-Yue Suen, Mavis Yi-Ching Chen, & Shih-Hao Lu* (2019). Does the use of synchrony and artificial intelligence in video interviews affect interview ratings and applicant attitudes? Computers in Human Behavior. Vol. 98 pp.93–101 (SSCI; 2020 IF 6.829; JCR 4/91 in Psychology, Experimental; 本人為通訊作者) |
2018 | Saif Mir*, Shih-Hao Lu, David Cantor, & Christian Hofer (2018). Content Analysis in SCM Research: Past Uses and Future Opportunities. International Journal of Logistics Management. Vol.29 (1) pp.152–190 (SSCI; 2020 IF 5.661; JCR 67/226 in Management) |
2017 | Yoshinori Suzuki* & Shih-Hao Lu (2017). Economies of Product Diversity in Collaborative Logistics. Journal of Business Logistics. Vol.38 (1) pp.115-129. (SSCI; 2020 IF 6.677; JCR 48/226 in Management; 科技部管理二學門推薦期刊) |
2017 | Tzu-Wei Su, Jyh-huei Kuo, Yu-Ha Cheung, Cheng-Ze Hung, Shih-Hao Lu, & Jen-Wei Cheng* (2017). Effect of Structural/Content Career Plateaus on Job Involvement: Do Institutional/Occupational Intentions Matter? Universal Journal of Management, Vol.5 (4) pp.190–198. |
2014 | Yoshinori Suzuki*, Frank Montabon, & Shih-Hao Lu (2014). DSS of vehicle refueling: A new enhaned approach with fuel weight considerations. Decision Support Systems, Vol.68 pp.15–25. (SCIE; 2020 IF 5.795; JCR 13/84 in Operations Research & Management Science; 科技部管理二學門推薦期刊) |
Conference Papers | |
2023 | Shih-Hao Lu, Anh Tu Nguyen, Hung-Jen Wang (2023). Machine Learning Applications on Box-Office Revenue Forecasting: The Taiwanese Film Market Case Study. The 6th International Econometric Conference of Vietnam (ECONVN 2023), Ho Chi Minh City, Vietnam. |
2023 | Shu-Ching Chang, Yu Ha Cheung, Hung-Chieh Yen, Jen-Wei Cheng, Shih-Hao Lu (2023). Why Didn’t You Tell Me the Truth? Employee Voice Behavior About “Report Nothing but Good News”. Academy of Management Annual Meeting Proceedings (AOM 2023), Boston, United State. |
2022 | Anh Tu Nguyen, Shih-Hao Lu (2022). Traveling Salesman Problems with Drones – the Delivery Business Model in Post-Pandemic. The 4th Asia Conference on Business and Economic Studies (ACBES 2022), University of Economics Ho Chi Minh City, Vietnam. |
2022 | Marco Fabio Benaglia, Mei-Hui Chen, Shih-Han Hong, Shih-Hao Lu, Kune-Muh Tsai (2022). Improving Picking Efficiency of a Cold Warehouse to Shorten Exposure Time under Unfavorable Temperature. 26th International Symposium on Logistics (ISL 2022), Cork, Ireland. |
2020 | 陳庭涓, 呂志豪 (2020)。 建置以訓練為導向之專業英語課程聊天機器人方法論。 2020年國際大數據數位人文產學前沿應用教學研討會。 政治大學,台北,台灣。 |
2020 | 吳恩昕, 呂志豪 (2020)。 應用資訊系統改善媒合之資訊不對稱與焦慮。 2020年國際大數據數位人文產學前沿應用教學研討會。 政治大學,台北,台灣。 |
2020 | Lu, Shih-Hao Lu, Xuan-Ting Chen, Yu-Xuan Liu, Tzu-Hsuan Chen, (2020). The Content Analysis of Lean Management in Taipei City Hospital. 2020 Management and Medical Sciences Interdisciplinary Conference. National Taiwan University, Taipei, Taiwan. |
2019 | Lu, Shih-Hao, Fan-Ting Lu, Yie-Ching Lee, Kang-Min Chien, and Jen-Wei Cheng (2019). Identify the Factors Affecting the Use and Acceptance of Smart Home Products by Elderly Taiwanese Users. 2019 International Conference on Business and Social Science, Kyoto, Japan. |
2019 | Guo, Song Jie, Tzu Chi Lin, Shih-Hao Lu (2019). The Application of Artificial Intelligence in Talent Selection - Construction of Resume Recommendation System. The Second international Cognitive Cities Conference. Kyoto, Japan. |
2019 | Wang, Hung-Jen, Anh-Tu Nguyen , Shih-Hao Lu (2019). Forecasting Box-Office Revenue with Random Forest Algorithm – Evidence from Taiwanese Film Market. The Second international Cognitive Cities Conference. Kyoto, Japan. |
2019 | 陳翊含、呂志豪 (2019)。 便利商店員工排班問題研究-運用Python設計基因演算法程式求解。科技創新應用與人力發展提升學術研討會。國立臺灣師範大學,台北,台灣。 |
2019 | 郭松杰、呂志豪 (2019)。 人工智能實踐於人才甄選領域之應用—甄選履歷推薦系統的構建。科技創新應用與人力發展提升學術研討會。國立臺灣師範大學,台北,台灣。 |
2019 | 林子琦、王心平、施亭竹、呂志豪 (2019)。 人工智慧應用於人才甄選領域之應用—自動化面談評分。科技創新應用與人力發展提升學術研討會。國立臺灣師範大學,台北,台灣。 |
2019 | Lu, Jianing, Shih-Hao Lu, and Jen-Wei Cheng (2019). Automatic Human Resource Scheduling System —Case Study of Nursing Staff. 2019 AAOM/TAOM Joint Conference, Bali, Indonesia. |
2018 | Guo, Songjie, Jingwen Wang,Shih-Hao Lu (2018). Automated Human Resource Scheduling System-Case Study of Detective Police Officers. 11th Taiwan Academy of Management Conference。National Chengchi University , Taipei, Taiwan. |
2018 | Lu, Shih-Hao (2018). Driver Helper Scheduling Problem and Decision Models. 17th Global Business Research Conference, Tokyo, Japan |
2016 | Lu, Shih-Hao and Yoshinori Suzuki (2016). Driver Helper Optimization Models in Package Delivery Peak Seasons. 2016 Annual Meeting of the Decision Sciences Institute, Austin, Taxas, United State. |
2016 | Su, Tzu-Wei, Jyh-huei Kuo, Yu-Ha Cheung, Cheng-Ze Hung, Shih-Hao Lu, and Jen-Wei Cheng (2016). Effect of Structural/Content Career Plateaus on Job Involvement: Do Institutional/Occupational Intentions Matter? The 4th Asia-Pacific Social Science Conference, Kyoto, Japan. |
2014 | Lu, Shih-Hao, Yoshinori Suzuki, and Frank Montabon (2014). Fuel-Weight Considerations in Motor-Carrier Fuel Optimization. 2014 Logistics Doctoral Symposium, Ames, Iowa, United State. |
2013 | Lu, Shih-Hao (2013). The Effect of Response Timing in Food Recall Events. 2013 Logistics Doctoral Symposium, Fayetteville, Arkansas, United State. |
2002 | Cheng, Jen-Wei and Shih-Hao Lu (2002). The Research on The Implementation Process of Knowledge Management in Taiwanese Enterprises. Annual Academic Conference of New Paradigms of Management, Taipei, Taiwan. |
Research Projects | |
2023 | 阜爾運通-停車場彈性定價策略分析. 產學合作計畫, 計畫主持人 |
2023 | 教育部育才平臺-全國技專校院淨零排碳相關課程研究. 產學合作計畫, 計畫主持人 |
2023 | 應用可轉移之司機助理於物流最後一哩路之研究(2/2). 科技部專題研究計畫. 計畫主持人 |
2022 | 應用可轉移之司機助理於物流最後一哩路之研究(1/2). 科技部專題研究計畫. 計畫主持人 |
2022 | 尚立公司人力資源發展策略分析. 產學合作計畫, 計畫主持人 |
2022 | 教育部育才平臺未來推動方向前導研究.產學合作計畫, 計畫主持人 |
2021 | 台灣經濟研究院-企業數位轉型之產業勞動力調查及勞動市場因應分析.產學合作計畫, 計畫主持人 |
2021 | 應用無人機於物流最後一哩路之研究(2/2). 科技部專題研究計畫. 計畫主持人 |
2020 | 應用無人機於物流最後一哩路之研究(1/2). 科技部專題研究計畫, 計畫主持人 |
2020 | 溫哥華亞洲國際影展策展暨多媒體品牌行銷. 科技部專題研究計畫, 計畫主持人 |
2020 | 崇越科技自動化人才篩選流程改善. 產學合作計畫, 計畫主持人 |
2020 | 台灣經濟研究院-技能發展訓練國際採認制度. 產學合作計畫, 計畫主持人 |
2019 | 崇越科技人員面試篩選流程自動化研究. 產學合作計畫, 計畫主持人 |
2019 | 人工智慧(AI)之管理與運動創新教學應用. 教育部人文社會與科技前瞻人才培育計畫, 共同主持人 |
2019 | 尚立公司遠端自動化面試研究. 產學合作計畫, , 計畫主持人 |
2019 | 工業技術研究院產學訓人才媒合研析工作. 產學合作計畫, , 計畫主持人 |
2018 | 自動化人力資源排程系統之實作研究. 科技部專題研究計畫, , 計畫主持人 |
2018 | 尚立公司智慧商店員工履歷篩選流程自動化研究. 產學合作計畫, , 計畫主持人 |
2017 | 物流業司機助理之行程安排問題與決策模型. 科技部專題研究計畫, , 計畫主持人 |
Education / Professional Experiences | |
2023 | 哈佛大學管理學院Global Colloquium on Participant-Centered Learning受訓結業 |
2023 | 教育部學學海築夢實習計畫審查委員 |
2023 | 小型企業創新研發計畫(SBIR)審查委員 |
2022 | 教育部學學海築夢實習計畫審查委員 |
2022 | 小型企業創新研發計畫(SBIR)審查委員 |
2021 | 小型企業創新研發計畫(SBIR)審查委員 |
2021 | 教育部學學海築夢實習計畫審查委員 |
2021 | 臺科大創新育成中心進駐申請書審委員 |
2021 | 國立臺北商業大學教學品質委員會委員(校外教師代表) |
2021 | 教育部學海計畫及海外落點通報資訊網之評選委員 |
2020 | 小型企業創新研發計畫(SBIR)審查委員 |
2020 | 教育部學海計畫及海外落點通報資訊網之評選委員 |
2019 | 教育部學學海築夢實習計畫審查委員 |
2019 | 臺北市就業服務處就業與雇用意向調查座談會學界代表 |
2019 | 教育部學海計畫及海外落點通報資訊網之評選委員 |
2018 | 中華經濟研究院專家焦點座談會代表 |
2017 | PhD, Department of Supply Chain & Information Systems, Iowa State University, U.S. |
2014 | Lecturer, Iowa State University, U.S. (2014 - 2017) |
2002 | MBA, Department of Business Administration, National Taiwan University of Science and Technology, Taiwan |
2000 | B.A., Department of Information Management, National Central University, Taiwan |
Honors / Awards | |
2024 | 指導碩士生黃彥禎參加「第十六屆崇越論文大賞碩士組」榮獲行銷流通領域組佳作 |
2022 | 110學年度臺科大教學優良獎 (校級獎項) |
2021 | 109學年度企管系優良輔導老師 |
2020 | 指導專題生蔣鎧駿、林暐宸、鄭雅蓮、呂敏卉參加 「臺科大企管系實務專題競賽」榮獲年度最佳專題獎 |
2020 | 108學年度臺科大教學傑出獎 (校級獎項) |
2020 | 108學年度臺科大創新教學獎勵 |
2020 | 指導專題生黃自爾、施瑞峰、黃倩雯、胡芯銘參加 「2020宏國盃全國創新創業競賽」榮獲最佳潛力獎 |
2019 | 107學年度臺科大優良輔導老師 (校級獎項) |
2019 | 107學年第1學期榮獲臺科大教資中心「問題導向學習(PBL)教學獎勵」獎項 |
2019 | 指導碩士生郭松杰參加 「2019科技創新應用與人力發展提升學術研討會」獲選優質論文及最佳應用獎 |
2019 | 指導碩士生林子琦、王心平、施亭竹參加 「2019科技創新應用與人力發展提升學術研討會」獲選優質論文及最佳創新獎 |
2019 | 指導陳庭涓、吳恩昕、王子玲、孫熙辰、趙健宇、吳友倫參與第四屆華南金控金融科技創新競賽-創新技術 API 實證組榮獲佳作 |
2017 | Member of Beta Gamma Sigma Honor Society |
2017 | 科技部延攬特殊優秀人才獎勵 (2017-2020) |
Other | |
Academic Journal Reviewer
Professional Affiliations
Graduate Thesis and Dissertation Advisor
University Service
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