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            • 信箱
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            • English
            • 鮑玉昆

              教授
            • 所屬單位

              工商管理系
            • 研究方向

              商業預測與決策、營銷科學、電子商務/互聯網經濟商業模式、商務談判理論與實務、E-learning/E-health
            • 電  話

              +86-27-87558579

              電子郵件

              yukunbao@126.com

            教育背景

            博士后:華中科技大學計算機科學與技術流動站(2002.7-2004.10)

              

            博 士:華中科技大學管理科學與工程專業(1999-2002)

              

            碩 士:華中理工大學管理科學與工程專業(1996-1999)

              

            學 士:華中理工大學管理信息系統專業(1992-1996)

            海外訪問/進修

            沙特阿拉伯阿卜杜拉阿齊茲國王大學訪問教授 (2017.10)

            澳大利亞紐卡斯爾大學訪問教授 (2015-to date, regular visit)

            香港城市大學商學院訪問教授(田家炳基金資助)(2014.12)

            英國蘭卡斯特大學預測研究中心/管理學院Visiting Research Fellow (2005-2007)

            講授課程

            《商業數據挖掘》(教育部-IBM 精品課程建設項目)、《ERP沙盤模擬》、《商務英語》、《管理信息系統》(國際課程)

            行業經驗

            中國廣東核電集團大亞灣核電運營管理有限公司掛職工作(2004-2005)

            國家自然科學基金委員會管理學部/信息科學部同行評議專家

            浙江省自然科學基金委員會外省同行評議專家

            湖北省經濟與信息化委員會項目評審專家

            湖北省國有資產管理委員會項目評審專家

            濟南市政府泉城特聘專家

            孟加拉國總理辦公室a2i項目(UNDP、USAID)咨詢顧問

            企業咨詢

            主持國家電網、中國廣東核電集團、中國三峽集團、IBM等知名企業科技與管理咨詢項目10余項

            研究領域

            能源與商業預測(人工智能與大數據)、商業數據分析、信息系統(醫療與教育)、電力市場

            代表性科研項目

            學術研究項目

            [1] 主持國家自然科學基金面上項目(71871101)大數據環境下基于計算智能的預測建模技術及其在電力負荷預測中的應用 (2019-2022)

            [2]主持國家自然科學基金面上項目(71571080)基于多輸出支持向量回歸的預測技術研究 (2016-2019)

            [3]主持教育部人文社會科學規劃項目(13YJA630002)基于互聯網搜索數據的預測技術研究 (2014-2016)

            [4]主持國家自然科學基金面上項目(70771042)智能支持向量回歸預測技術研究 (2008-2010)

            [5]主持國家自然科學基金青年項目(70401015)基于支持向量機預測技術的不常用備件庫存控制模型研究 (2005-2007)

            行業研究項目

            [1]主持國家電網管理咨詢項目-適應可再生能源配額制的跨省區交易機制及策略研究 (2019)

            [2]主持國家電網科技項目- 渝鄂直流運行條件下華中消納西南水電交易電量庫模型建立與效益分析(2019)

            [3] 共同主持國家電網管理咨詢項目-華中電網安全綠色調度管理機制及支撐體系提升研究 (2018)

            [4] 共同主持國家電網科技項目-跨省區電力市場條件下的大容量輸電優化與輔助服務的分擔共享等技術研究 (2016)

            [5] 共同主持國家電網管理咨詢項目-利用抽蓄電站消納清潔能源新型市場模式研究 (2015)

            [6] 主持教育部-IBM產學合作項目 商業數據挖掘 (2011)

            [7] 主持教育部-IBM產學合作項目 商業預測案例與實驗 (2013)

            另2002年-2010年期間主持中國廣東核電集團、中國三峽集團科技項目7項。

            學術任職

            Associate editor - Neurocomputing (Elsevier)

            Associate editor – Journal of Systems and Information Technology (Emerald)

            中國優選法統籌法與經濟數學研究會青年工作委員會常務理事

            中國計算機模擬學會常務理事

            中國決策科學學會常務理事

            IEEE Wuhan Section, Professional Activities Chair

            IEEE Senior Member

            《管理學報》英文編輯

            學術活動

            Co-Chair/Session Chair/PC member

            AITIC2016, ACALCI2015-2016, ICSI2015, WHICEB2014-2015, ITISE2014-2015, CSO2008-2014, BIFE2008- 2014, ICOTA 8, etc.

            Invited Talks

            WHICEB2014-2019, MoE-IBM workshops in Business Analytics and Big Data (2012,2015),中國科協第281次青年科學家論壇

            代表性文章

            Computational Intelligence/Forecasting Analytics

            1、Tao Xiong, Chongguang Li, and Yukun Bao*. Seasonal forecasting of agricultural commodity price using a hybrid STL and ELM method: Evidence from the vegetable market in China. Neurocomputing, 2018, 275: 2831-2844. (SCI)

            2、Atuahene S, Bao Y*, Ziggah Y, et al. Short-Term Electric Power Forecasting Using Dual-Stage Hierarchical Wavelet-Particle Swarm Optimization-Adaptive Neuro-Fuzzy Inference System PSO-ANFIS Approach Based On Climate Change[J]. Energies, 2018, 11(10): 2822. (SCI)

            3、Zhongyi, Hu, Yukun Bao*, Raymond, Chiong., & Tao Xiong. Profit Guided or Statistical Error Guided? A Study of Stock Index Forecasting Using Support Vector Regression. Journal of Systems Science and Complexity, 2017, 30(6), 1425-1442.(SCI)

            4、Tao Xiong, Chongguang Li, and Yukun Bao*. An improved EEMD-based hybrid approach for the short-term forecasting of hog price in China. Agricultural Economics (Zemědělská Ekonomika) 63.3 (2017): 136-148. (SSCI)

            5、Tao Xiong, Chongguang Li, and Yukun Bao*. Interval-valued time series forecasting using a novel hybrid Holt I and MSVR model." Economic Modelling, 60 (2017): 11-23. (SSCI)

            6、Tao Xiong, Yukun Bao*, Zhongyi Hu, Raymond Chiong. Forecasting Interval Time Series Using Fully Complex-valued RBF Neural Network with DPSO and PSO Algorithm. , Information Sciences, 2015, 305:77-92. (SCI, IF:3.893)DOI: 10.1016/j.ins.2015.01.029

            7、Zhongyi Hu, Yukun Bao*, Raymond Chiong. Mid-term Interval Load Forecasting using Multi-output Support Vector Regression with a Memetic Algorithm for Feature Selection. Energy, 2015, 84:419-431. (SCI, IF:4.159, ESI highly cited paper) DOI:10.1016/j.energy.2015.03.054

            8、Zhongyi Hu, Yukun Bao*, Tao Xiong, Raymond Chiong. Hybrid Filter-Wrapper Feature Selection for Short-Term Load Forecasting. Engineering Applications of Artificial Intelligence, 2015, 40:17-27. DOI:10.1016/j.engappai.2014.12.014 (SCI, IF:1.962, ESI highly cited paper)

            9、Tao Xiong, Chongguang, Li, Yukun Bao*, Zhongyi Hu, Lu Zhang. A Combination Method for Interval Forecasting of Agricultural Commodity Futures Prices. Knowledge-based Systems. 2015, 77:87-100. DOI:10.1016/j.knosys.2015.01.002. (SCI, IF:3.058)

            10、Zhongyi Hu, Yukun Bao*, Tao Xiong. Comprehensive Learning Particle Swarm Optimization based Memetic Algorithm for Model Selection in Short-term Load Forecasting using Support Vector Regression. Applied Soft Computing, 2014, 25:15-25. DOI:10.1016/j.asoc.2014.09.007 (SCI, IF:2.679)

            11、Yukun Bao*, Tao Xiong, Zhongyi Hu. PSO-MISMO Modeling Strategy for Multi-Step-Ahead Time Series Prediction (Regular paper). IEEE Transactions on Cybernetics (IEEE Transactions on Systems, Man, and Cybernetics, Part B), 2014, 44(5): 655-668. DOI: 10.1109/TCYB.2013.2265084. (SCI, IF:3.781, ESI highly cited paper)

            12、Tao Xiong, Yukun Bao*, Zhongyi Hu. Interval Forecasting of Electricity Demand: A Novel Bivariate EMD-based Support Vector Regression Modeling Framework. International Journal of Electrical Power and Energy Systems. 2014, 63:353-362. DOI: 10.1016/j.ijepes.2014.06.010. (SCI, IF:3.432)

            13、Yukun Bao*, Tao Xiong, Zhongyi Hu, Multi-Step-Ahead Time Series Prediction using Multiple-Output Support Vector Regression. Neurocomputing, 2014, 129: 482-493. DOI:10.1016/j.neucom.2013.09.010 (SCI, IF:2.005, ESI highly cited paper)

            14、Tao Xiong, Yukun Bao*, Zhongyi Hu. Multiple-output support vector regression with firefly algorithm for interval-valued stock price index forecasting. Knowledge-based Systems. 2014, 55:87-100. DOI:10.1016/j.knosys.2013.10.012. (SCI, IF:3.058, ESI highly cited paper)

            15、Tao Xiong, Yukun Bao*, Zhongyi Hu. Does Restraining End Effect Matter in EMD-Based Modeling Framework for Time Series Prediction? Some Experimental Evidences. Neurocomputing. 2014, 123:174-184. DOI: 10.1016/ j.neucom.2013.07.004, (SCI, IF:2.005, ESI highly cited paper)

            16、Tao Xiong, Yukun Bao*, Zhongyi Hu. Beyond One-Step-Ahead Forecasting: Evaluation of Alternative Multi-Step-Ahead Forecasting Models for Crude Oil Price. Energy Economics. 2013, 40:405-415. DOI: 10.1016/j.eneco.2013.07.028 .(SSCI, IF:2.538)

            17、Yukun Bao*, Zhongyi Hu, Tao Xiong. A PSO and Pattern Search based Memetic Algorithm for SVMs Parameters Optimization. Neurocomputing, 2013, 117: 98-106. (SCI, IF: 1.634, ESI highly cited paper, ESI hot paper)

            Information Systems/E-learning/E-health/E-government

            1、Thongsri, N., Shen, L., & Bao, Y*. (2019). Investigating factors affecting learner’s perception toward online learning: Evidencefrom ClassStart Application in Thailand. Behaviour & Information Technology, 1–16. Retrieved from https://doi.org/10.1080/0144929X.2019.1581259

            2、Thongsri, N., Shen, L., & Bao, Y*. (2019). Investigating Academic Major Differences in perception of Computer Self-efficacy and Intention toward E-learning Adoption in China. Innovations in Education and Teaching International, 1–13. Retrieved from https://doi.org/10.1080/14703297.2019.1585904

            3、Talukder, Md Shamim; Chiong, Raymond; Bao, Yukun* and Malik, Babur Hayat. "Acceptance and use predictors of fitness wearable technology and intention to recommend: An empirical study." Industrial Management & Data Systems 119, no. 1 (2019): 170-188. (SCI,SSCI)

            4、Aboobucker Ilmudeen, and Yukun Bao*. "Mediating role of managing information technology and its impact on firm performance: insight from China." Industrial Management & Data Systems, 2018, 118(4): 912-929. (SCI, SSCI)

            5、Quaosar, GM Azmal Ali, Md Rakibul Hoque, and Yukun Bao*. "Investigating Factors Affecting Elderly's Intention to Use m-Health Services: An Empirical Study." Telemedicine and e-Health 24, no. 4 (2018): 309-314. (SCI)

            6、Yukun Bao, *, Rakibul Hoque, and Shiyu Wang. Investigating the determinants of Chinese adult children’s intention to use online health information for their aged parents. International Journal of Medical Informatics 102 (2017): 12-20. (SCI, IF:2.363)

            7、Md. Rakibul Hoque, Yukun Bao* & Golam Sorwar Investigating Factors Influencing the Adoption of e-Health in Developing Countries: A Patient’s Perspective. Informatics for Health and Social Care, 2017, 42(1), 1-17. (SCI, IF:0.735)

            8、Alshibly H, Chiong R, Bao Y. Investigating the Critical Success Factors for Implementing Electronic Document Management Systems in Governments: Evidence From Jordan[J]. Information Systems Management, 2016, 33(4): 287-301.(SSCI)

            9、MD Rakibul Hoque, Abu Naser Mohammad Saif, Adnan Mustafa AlBar,Yukun Bao*. Adoption of Information and Communication Technology for Development: A Case Study of Small and Medium Enterprises in Bangladesh. Information Development, 2016,32(4):986-1000. (SSCI, IF:0.787)

            10、Hoque M R, Bao Y. Application of Big Data in Healthcare: Opportunities, Challenges and Techniques. Managing Big Data Integration in the Public Sector, 2015: 149.

            11、MD Rakibul Hoque, Yukun Bao*. Cultural Influence on Adoption and Use of E-health: Evidence in Bangladesh. Telemedicine and e-Health, 2015, 21(10):845-851. doi: 10.1089/tmj.2014.0128 (SCI, IF:1.668)

            12、Md Shamsul Arefin, Md Rakibul Hoque, and Yukun Bao*. (2015). The impact of business intelligence on organization’s effectiveness: an empirical study. Journal of Systems and Information Technology, 17(3), 263-285. DOI:10.1108/JSIT-09-2014-0067

            13、Mboni Kibelloh, Yukun Bao*. Perceptions of International Female Students Towards E-learning in Resolving High Education and Family Role Strain. Journal of Educational Computing Research, 2014, 50(4):471-491. (SSCI, IF:0.659)

            14、MD Rakibul Hoque, Md. Fahami Ahsan Mazmum, Yukun Bao*. E-health in Bangladesh: Current Status, Challenges, and Future Direction. The International Technology Management Review, 2014, 4(2):87-96.

            15、Mboni Kibelloh, Yukun Bao*. Can Online MBA Program Balance Work, Family and Career Aspirations of Professional Working Mothers? A Case Study in China. Asia Pacific Education Researcher, 2014, 23(2): 249-260.. DOI: 10.1007/s40299-013-0101-1. (SSCI, IF:0.793)

            16、Yukun Bao*, Tao Xiong, Zhongyi Hu, Mboni Kibelloh. Exploring gender differences on general and specific computer self-efficacy in mobile learning adoption. Journal of Educational Computing Research, 2013, 49(1):111-132. (SSCI, IF:0.44)

            在國內外重要期刊和會議上發表近70篇論文,其中第一/通訊作者SCI/SSCI收錄43篇,詳見Google Scholar 和 ResearchGate,ESI熱點論文1篇,ESI高引用論文6篇,學術谷歌引用1400+,SCI/SSCI 引用 500+,個人H=17 (Web of Science,2018.12)

            獲獎

            第十屆湖北省社會科學優秀成果獎(2016)

            湖北省高等學校人文社會科學研究優秀成果二等獎 (2016)

            廣東省科技進步三等獎(2006)

            湖北省科技進步三等獎(2005)

            全國電力行業管理創新三等獎 (2003)

            教育部-IBM高校合作項目優秀教師獎(2012)

            湖北省優秀博士學位論文指導獎(2016)

            湖北省優秀碩士學位論文指導獎(2013)

            湖北省優秀學士論文(一等)指導獎(2005,2007,2009)

            博乐彩票