Information Systems and Intelligent Business

Name:LIAO Xiuwu

Title:Professor

Department:Information Systems and Intelligent Business

Email:liaoxiuwu@mail.xjtu.edu.cn

职称 Professor 系别 Information Systems and Intelligent Business
邮箱 liaoxiuwu@mail.xjtu.edu.cn

Research Interests:Intelligent Decision Making and Machine Learning, Information Systems Economics, Social Media and User-generated Content, Platform Competition, Knowledge Payment

Education experience:

1982-1986     Department of Applied mathematics, Dalian University of Technology Applied mathematics    Bachelor

1986-1989     Department of Applied mathematics, Dalian University of Technology Applied mathematic     Master

1999-2002     School of Management, Dalian University of Technology  Management Science and Engineering  Doctor

2002-2004     School of Management, Xi'an Jiaotong University          Postdoctoral

2008.10   The Chinese University of Hong Kong       Industry Engineering    Visiting scholar


Working experience:

1989-1999     Chinese university of Geosciences      Teacher

2002-2004     School of Management,Xi’an Jiaotong University    Postdoctoral researcher

2005-present School of Management, Xi’an Jiaotong University    Teacher


Honors and Awards:


Teaching courses:

Soft computing

E-Commerce

Information Systems and Information Resources Management

Digital transformation of enterprises


Academic Publications:

[1] Ding Ling, Liao Xiuwu, Feng Juan. Should a sharing platform invest in self-fulfiliment product? Journal of Electronic Commerce Research, 2020, 21(4):215-236.

[2] Liang Qian, Liao Xiuwu, Shang Jennifer. A multiple crteria approach integrating social ies to support purchase decision. Computers & Industrial Engineering. 2020, 147.

[3] Liu Jiapeng, Milosz Kadzinski, Liao Xiuwu. A preference learning framework for multiple criteria sorting with diverse additive value models and valued assignment examples. European Journal of Operational Research, 2020,286(3): 963-985.

[4] Guo Mengzhou, Zhang Qingpeng, Liao Xiuwu, et al. A hybrid machine learning framework for analyzing human decision-making through learning preferences. Omega, doi.org/10.1016/j. omega. 2020. 102263.

[5] Liu Jiapeng, Miłosz Kadziński, Liao Xiuwu. Data-driven preference learning methods for value-driven multiple criteria sorting with interacting criteria. INFORMS Journal on Computing,doi.org/10.1287/ijoc.2020.0997 ( UTD24 ).

[6] Wang Kaidong, Wang Yao, Zhao Qian, Meng Deyue, Liao Xiuwu, Xu Zongben. SPLBoost: an improved robust boosting algorithm based on self-paced learning. IEEE Transaction on Cybernetics, 2020. online.

[7] Guo Mengzhuo, Liao Xiuwu, Liu Jiapeng,Zhang Qingpeng. Customer Preference Analysis: a data-driven multiple criteria approach integrating online information. Omega,2020,96.

[8] Liu Jiapeng, Liao Xiuwu,Kadzinski M, Slowinski,R. Preference disaggregation within the regularization framework for sorting problems with multiple potentially non-monotonic criteria. European Journal of Operational Research, 2019, 276: 1071-1089 ,

[9]Guo, Mengzhuo, Liao Xiuwu, Liu Jiapeng. A progressive sorting approach for multiple criteria decision aiding in the presence of non-nonotoic preferences. Expert Systems with Applications, 2019, 123:1-17.

[10]Liu Jiapeng, Liao Xiuwu, Huang Wei, Liao Xianzhao. Market segmentation: A multiple criteria approach combining preference analysis and segmentation decision. Omega,2019,83:1-13.

[11] Wang Qi, Du Wei, Ma Jian, Liao Xiuwu. Recommendation mechanism for patent trading empowered by heterogeneous information networks. International Journal of Electronic Commerce. 2019,23(2): 147-178.

[12]Jia Kunhao, Liao Xiuwu, Feng Juan. selling or leasing? dynamic pricing of software with upgrades. European Journal of Operational Research, 2018, 266(3):1044-1061

[13] Liu Jiapeng, Liao Xiuwu, Huang Wei. A new decision-making approach for multiple criteria sorting with an imbalanced set of assignment examples. European Journal of Operational Research, 2018,265(2):598-620.

[14] Liu Yang, Feng Juan, Liao Xiuwu. When online reviews meet sales volume information: is more or accurate information always beneficial ? Information Systems Research, 2017, 28 (4): 723-743 (UTD24 )

[15] Wang Qi, Ma Jian, Liao Xiuwu, Du Wei. A context-aware researcher recommendation system for university-industry collaboration on R &D projects. Decision Support Systems. 2017,103:46-57.

[16] Liang Qian, Liao Xiuwu, Liu Jiapeng. A social ties-based approach for group decision-making problems with incomplete additive preference relations. Knowledge-based Systems, 2017, 119:68-86..

[17] Liu Jiapeng, Liao Xiuwu, Zhao Wenhong,Yang Na. A classification approach based on the outranking model for multiple criteria ABC analysis. Omega, 2016, 61:19-34. (SCI/SSCI/EI).

[18] Liu Jiapeng, Liao Xiuwu, Yang Jian-bo. A group decision-making approach based on evidential reasoning for multiple criteria sorting problem with uncertainty. European Journal of Operational Research, 2015, 246(3):858-873.

[19]杨娜,廖貅武,雷宏振.考虑属性关联的两阶段获胜者决策模型,中国管理科学,2019,27(10).(In Chinese)

[20]贾坤浩,廖貅武.市场竞争环境下软件即服务提供商最优定价策略,系统管理学报,2019,28(2). (In Chinese)

[21]刘莹,廖貅武.企业级专有软件应对开源软件的竞争策略,系统管理学报,2017,26(4). (In Chinese)

[22]刘莹,廖貅武.开放源代码对软件厂商创新模式选择和研发投入的影响,科研管理,2018,39(7). (In Chinese)

[23]朱宗乾,朱怡琼,廖貅武.基于Bayes判别的ERP实施中员工抵制风险评估模型,系统管理学报,2017,26(1). (In Chinese)

[24]朱海,王洪峰,廖貅武.云环境下能耗优化的任务调度模型及虚拟机部署算法,系统工程理论与实践,2016,36(3). (In Chinese)


Academic Projects

[1]2019/1-2022/12,Research on the production and payment mechanism of online content and the choice of pricing strategy and revenue model, National Natural Science Foundation of China(71872144), In Progress, In Charge.

[2] 2019/1-2019/12, Research on the interaction and synergistic impact of observational learning and IWOM driven by big data,National Natural Science Foundation of China(91846110), Completed, In Charge.

[3] 2016/1-2018/12, Research on Value Generation and Value Distribution of Social E-commerce Driven by Big Data,National Natural Science Foundation of China, Incubation Project of Major Research Program (91546119), Completed, In Charge.

[4] 2017/1-2018/12, Research on Pricing Strategies of Information Products and Services in the Internet Environment,National Natural Science Foundation of China Overseas, Hong Kong and Macao Scholars Cooperative Research Fund Project (71628205), Completed, Domestic Collaborator .

[5] 2018/1-2021/12, Ecological Environment and Institutional Optimization of Transformation of Major Science and Technology Project Results Based on Market Orientation,Major Project of National Social Science Foundation of China, In Progress, Sub-topic Leader.

[6] 2021/01/01-2021/06/30, Digital Transformation Plan of Ebara Cooling & Heating Systems (China) Co, Ebara Cooling & Heating Systems, In Progress, In Charge.

[7] 2020/09/01-2023/07/31, Big Data Planning and Implementation for Ligo Food Co., Ltd, Ligo Foods, In Progress, In Charge.

[8] 2019/11/01-2020/06/30, Big Data Planning for Ligo Food Co., Ltd, Ligo Food, Completed, In Charge.

[9] 2020/10/20-2021/01/01, Xianyang City "14th Five-Year" Open Economy Development Plan, Xianyang City Government, Completed, In Charge.

[10] 2018/07/01-2018/09/30, China Railway Intelligent Branch Operation Structure Design, China Railway First Bureau, Completed, In Charge.

[11] 2017/01/01-2020/01/01, Corporate Management Strategy Consulting Cooperation, Shixiang Electronics, Completed, In Charge.