Scientific Research

Academic Profile: Prof. Yanhong Guo

Position & Affiliations

• Professor, Dalian University of Technology (DUT)

• School of Economics and Management

• Advanced Institute of Intelligent Systems

• Deputy Director, Institute of Systems Engineering, DUT

• Co-Director, DUT Research Center for Big Data and Intelligent Decision-Making

• Member, Dalian Institute of Big Data Industry Development

Research Focus
Recent work concentrates on Financial Regulatory Technology and Distributed Collective Intelligence and Collaborative Decision-Making.

Key Achievements

• Research Leadership:

• National Key R&D Program Projects

• National Natural Science Foundation (NSFC) Grants (General and Youth Programs)

• Ministry of Education Humanities and Social Sciences Project

• Liaoning Provincial Social Science Key Fund

• Principal investigator for 10+ national and provincial projects, including:

• Awards & Honors:

• Second Prize of Liaoning Provincial Natural Science Academic Achievements

• Second Prize of Liaoning Provincial Outstanding Social Science Achievements

• ESI Highly Cited Papers (Top 1%)

• Three invention patents

• Publications:

• European Journal of Operational Research (EJOR), International Journal of Forecasting (IJF), Information Sciences (IS), Expert Systems with Applications (ESWA)

• Fuzzy Sets and Systems (FI)

• Domestic flagship journals: Management Science and Engineering (Chinese Academy of Sciences), Management Review, Operations Research and Management Science

• Top conferences: SIGKDD (ACM), International Conference on Data Mining

• Peer-reviewed papers in top journals and conferences:

• Invited contributions to Nature Index-indexed journals

• Teaching & Case Development:

• Big Data Analysis Methods

• Data Science and Artificial Intelligence

• Machine Learning

• Big Data and Business Analytics

• Indexed in Ivey Publishing (Canada)

• Recognized as China's Top 100 Case Studies

• Awarded First Prize in Liaoning Provincial Undergraduate Teaching Excellence (2022)

• Developed corporate case studies:

• Courses taught (Bilingual):

• MBA Program: Supervises students in Marketing Analytics specialization

Academic Service

• Professional Memberships:

• Corresponding Committee Member, China Computer Federation (CCF) Big Data Committee

• Committee Member, China Artificial Intelligence Society (CAAI) Intelligent Services Committee

• Member, China Systems Engineering Society (CSES) Data Science & Knowledge Systems Committee

• Editorial Roles:

• Guest Editor, Frontiers in Artificial Intelligence

• Reviewer: EJOR, Quantitative Finance (QF), Knowledge-Based Systems (KBS), International Journal of Production Economics (IJPE)

• Reviewer for Systems Engineering Theory and Practice, Management Review

• Grant Reviewer: National Natural Science Foundation of China (NSFC) Panel Member

Language & Collaboration

• Fluent in English and Chinese, fostering international collaborations with institutions in North America, Europe, and Asia.

Translation Notes:

1. Terminology Consistency:

• Positions (Deputy Director) follow institutional conventions.

• Research fields use standardized terms (e.g., "分布式群智感知" → Distributed Collective Intelligence Sensing).

2. Award Hierarchy:

• Provincial awards are prioritized to highlight regional impact.

3. Journal Abbreviations:

• Common abbreviations (e.g., EJOR) are retained for readability, with full names omitted unless required.

4. Teaching Emphasis:

• Bilingual courses are explicitly labeled to attract international applicants.

5. Formatting:

• Bullet points enhance readability, aligning with academic CV standards 

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