Research Papers

The AIM Institute is organizing a series of outreach lectures about Artificial Intelligence. Recognized experts will give introductory talks about the main technical topics of AI, following human performances which AI tries to solve: cognition, language, vision, motion, collaboration, etc.

We welcome students, faculty, staff, executives and partners to these seminars which will take place once a month over 2019. It is a unique opportunity to be informed, learn, and get a glimpse at where AI stands today in academic research, tech companies, and businesses.

AI and Management 

Articles: 

  • Yeming GONG. 2022.Big Data and Big Disaster: A mechanism of supply chain risk management in global logistics industry. International Journal of Operations and Production Management. With Li Lixu. 
  • Yeming GONG. 2021. Robotic Sorting Systems: Performance Estimation and Operating Policies Analysis.  Transportation Science 55(6):1227-1458.   With René de Koster and Zou Bipan. 
  • Benoît Chevalier-Roignant. 2022. A model for wind farm management with option interactions. Production and Operations Management.  With Alain Bensoussan and  Alejandro Rivera. 
  • Yeming GONG and Yacine Rekik. 2022. An on-demand service platform with self-scheduling capacity: Uniform versus multiplier-based pricing.   International Journal of Production Economics 243(5).   With Chen Mingyang 
  • Yeming GONG. 2022. How mindfulness decreases cyberloafing at work: a dual-system theory perspective.  European Journal of Information Systems.    
  • Yeming GONG. 2022. Analysis and Design of Rack-Climbing Robotic Storage and Retrieval Systems.  Transportation Science.  With René de Koster and CHEN Wanying. 
  • Yeming GONG and  Wenxuan DING. 2022. Speaking vs. Listening? Balance Conversation Attributes of Voice Assistants for Better Voice Marketing.  International Journal of Research in Marketing.   With Lu Yaobin.  
  • Yeming GONG 2022. Robust Decisions for Regulated Sustainable Manufacturing with Partial Demand Information: Mandatory Emission Capacity versus Emission Tax.  European Journal of Operational Research 298(3):874-893.   
  • Ajay Kumar. 2022. Search well and be wise: A machine learning approach to search for a profitable location, Journal of Business Research 144, 416-427 

Patent  

  • Yeming GONG. 2022. “An optimal method to avoid the collision in the smart warehouses based on self-climbing robots”. 

Books 

  •  Guillaume Coqueret 2022. Perspectives in sustainable equity investing. CRC / Chapman Hall  

 AI and Management: Hardware 

Researching example (mainly list AIM member) 

  • Yeming GONG. Robotic Sorting Systems: Performance Estimation and Operating Policies Analysis.  November 2021. Transportation Science 55(6):1227-1458.   DOI: 10.1287/trsc.2021.1053 
  • Yeming GONG. Assignment of parcels to loading stations in robotic sorting systems.     August 2022. Transportation Research Part E Logistics and Transportation Review 164(4):102808 DOI: 10.1016/j.tre.2022.102808 
  • Yeming GONG. Analysis and Design of Rack-Climbing Robotic Storage and Retrieval Systems.  2022. Transportation Science.  DOI: 10.1287/trsc.2022.1140 
  • Yeming GONG. Analysis of pickup/deposit stations and dwell point locations in bi-directional flow-rack AS/RSs. 2022. International Journal of Production Research 
  • Yeming GONG. 2021. Multi-fidelity Simulation-Based Optimisation for Large-Scale Production Release Planning in Wafer Fabs. 
  • Yeming GONG. 2021. Performance evaluation of automated medicine delivery systems. Transportation Research Part E Logistics and Transportation Review. With Wanying Chen, René B.M. De Koster 
  • Ajay Kumar, Joint optimisation of drone routing and battery wear for sustainable supply chain development: a mixed-integer programming model based on blockchain-enabled fleet sharing 2021. Annals of Operations Research, 1-39 

AI and Management: Software 

Research Examples(mainly list AIM member): 

  • Yeming Gong,2022. A data-driven spatially-specific vaccine allocation framework for COVID-19. Annals of Operations Research. Accepted. 
  • Yeming Gong,2021. Data-driven decision and analytics of collection and delivery point location problems for online retailers. 100, 102280. 
  • Yacine Rekik, 2022. Fuzzy Gaussian mixture optimisation of the newsvendor problem: mixing fuzzy perception and randomness of customer demand. International Journal of Production Research, 1-22 
  • Ajay Kumar, 2022.A critical assessment of consumer reviews: A hybrid NLP-based methodology. 
  • Decision Support Systems, 113799 
  • Ajay Kumar, A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums. Decision Support Systems 152, 113651 
  • Ajay Kumar, Best strategy to win a match: an analytical approach using hybrid machine learning-clustering-association rule framework. 2022. Annals of Operations Research, 1-43 
  • Ajay Kumar, 2022.Can customer sentiment impact firm value? An integrated text mining approach. Technological Forecasting and Social Change 174, 121265 
  • Ajay Kumar, 2022.Using emerging technologies to improve the sustainability and resilience of supply chains in a fuzzy environment in the context of COVID-19. Annals of Operations Research, 1-24 
  • Ajay Kumar, 2022. Decision optimization in cooperation innovation: the impact of big data analytics capability and cooperative modes. Annals of Operations Research, 1-24 
  • Ajay Kumar, 2022. Business and government applications of text mining & Natural Language Processing (NLP) for societal benefit: Introduction to the special issue on “text mining & NLP”. Decision Support Systems, 113867 
  • Ajay Kumar, 2021. Fraudulent review detection model focusing on emotional expressions and explicit aspects: investigating the potential of feature engineering.  Decision Support Systems 155, 113728 
  • Ajay Kumar, 2022. Search well and be wise: A machine learning approach to search for a profitable location, Journal of Business Research 144, 416-427 

AI and Management: Systems 

Research Examples: 

  • Yeming GONG. 2022. Data-driven cloud simulation architecture for automated flexible production lines: application in real smart factories.  International Journal of Production Research 60(12):3751-3773.   
  • Yeming GONG. 2022. Analysis of pickup/deposit stations and dwell point locations in bi-directional flow-rack AS/RSs.2022. International Journal of Production Research.    
  • Yeming GONG. 2022. Improved Multi-fidelity Simulation-based Optimisation: Application in a Digital Twin Shop Floor, International Journal of Production Research 60 (3), 1016-1035 
  • Yeming GONG. Seeding Strategy Based on Weighted Gravity Centrality in Multiplex Networks.    September 2022. IEEE Transactions on Network Science and Engineering (99):1-15.      
  • Ajay Kumar, Artificial intelligence and cloud-based Collaborative Platforms for Managing Disaster, extreme weather and emergency operations. 2022. International Journal of Production Economics, 108642 
  • Ajay Kumar, Artificial intelligence-based human-centric decision support framework: an application to predictive maintenance in asset management under pandemic environments. 2022. Annals of Operations Research, 1-24 
  • Ajay Kumar, An intelligent payment card fraud detection system. 2021. Annals of operations research, 1-23 

AI and Management at the individual Level 

Research Examples, among others (just list names of AIM members) 

  • Yeming GONG, Wenxuan DING, 2022. Speaking vs. Listening? Balance Conversation Attributes of Voice Assistants for Better Voice Marketing.  September. International Journal of Research in Marketing.     DOI: 10.1016/j.ijresmar.2022.04.006 
  • Yeming GONG, 2022. How mindfulness decreases cyberloafing at work: a dual-system theory perspective.  European Journal of Information Systems.   DOI: 10.1080/0960085X.2022.2067490 
  • Yeming GONG, 2022. Self-image motives for electric vehicle adoption. Transportation Research Part D Transport and Environment 109:103383.      
  • Yeming GONG,2021. Can AI artifacts influence human cognition? The effects of artificial autonomy in intelligent personal assistants. International Journal of Information Management 56, 102250 
  • Yeming GONG,2021. Dual humanness and trust in conversational AI: A person-centered approach. Computers in Human Behavior 119, 106727 
  • Yeming GONG,2021. Environmental CSR and environmental citizenship behavior: The role of employees’ environmental passion and empathy, October 2021, Journal of Cleaner Production 320(1): 128751,   DOI: 10.1016/j.jclepro.2021.128751 
  • Yeming GONG,2021. Mobile Interactivity and Perceived Waiting Time: The Role of Cognitive Absorption and Perceived Procedural Justice. Journal of Global Information Management 29 (6), 1-20 
  • Yeming GONG, 2021. Equivalence and revenue comparison among identical-item auctions. December. Journal of Economics 134(8).   DOI: 10.1007/s00712-021-00746-8 
  • Ajay Kumar, 2021.User’s Cognitive-Behavior-Based Preference Access Under Disease-Specific Online Medical Inquiry Text Mining. IEEE Transactions on Engineering Management 
  • Ajay Kumar, 2022. Exploring Factors Affecting Users’ Behavioral Intention to Adopt Digital Technologies: The Mediating Effect of Social Influence. IEEE Transactions on Engineering Management. 

AI and Management at the Organization Level 

Research Examples: 

  • B ChevalierRoignant. 2022. A model for wind farm management with option interactions. Production and Operations Management  
  • Yeming GONG. 2022.Big Data and Big Disaster: A mechanism of supply chain risk management in global logistics industry. International Journal of Operations and Production Management.  
  • Yeming GONG. 2022. Robust Decisions for Regulated Sustainable Manufacturing with Partial Demand Information: Mandatory Emission Capacity versus Emission Tax.  European Journal of Operational Research 298(3):874-893.  
  • Yeming GONG. 2022. Information technology and performance: Integrating data envelopment analysis and configurational approach. Journal of the Operational Research Society 73(6):1278-1293.  
  • Yeming GONG. 2022. Free rider effect of quality information disclosure in remanufacturing. Transportation Research Part E Logistics and Transportation Review 166:102907.    
  • Yeming GONG. 2022.  Gain measurement and payoff allocation for the internal resource sharing based on DEA approach. Journal of the Operational Research Society.      
  • Ajay Kumar, 2022.Carbon trading price prediction based on a two-stage heterogeneous ensemble method. Annals of Operations Research, 1-25 
  • Ajay Kumar, 2022. Unraveling the performance puzzle of digitalization: Evidence from manufacturing firms. Journal of Business Research  
  • Ajay Kumar, 2022. The Value and Pitfall of CM’s Sustainability Signal Considering OEM’s Greenwash.  IEEE Transactions on Engineering Management 

AI and Management at Inter-organization or Industrial levels 

Research Examples: 

  • Yeming GONG, Yacine REKIK. 2022. An on-demand service platform with self-scheduling capacity: Uniform versus multiplier-based pricing.   International Journal of Production Economics 243(5).     
  • Yeming GONG. 2022. Big data and big disaster: A mechanism of supply chain risk management in global logistics industry. International Journal of Operations and Production Management. 
  • Yeming GONG. 2022. Demand Information Acquisition and Disclosure in a Non-instantaneous Deteriorating Items Supply Chain.    Computers & Industrial Engineering 169(2–3):108250.     
  • Yeming GONG. 2022. Fuzzy closed-loop supply chain models with quality and marketing effort-dependent demand. Expert Systems with Applications 207(1):118081.      
  • Yeming GONG. 2022.Quality information disclosure and advertising strategy in a supply chain. International Journal of Production Research   
  • Yeming GONG. 2022. Higher Price: A Benefit of Online Value Co-Creation Activities in Sponsored Communities. Information & Management 59(1):103703.     
  •  Yeming GONG. 2022.Technology Licensing Under Competition: Absorptive Capacity vs. Innovation Capability. 
  • IEEE Transactions on Engineering Management (99):1-15  
  • Yeming GONG. 2022. Bilateral Models of Cross-Licensing for Smart Products.   IEEE Transactions on Engineering Management  
  • Ding, Amy Wenxuan,2021. From cultural entrepreneurship to economic entrepreneurship in cultural industries: The role of digital serialization. Journal of Business Venturing, 36 (6) : 18 p. 
  • Ajay Kumar, 2022. Supply chain network redesign problem for major beverage organization in ASEAN region. Annals of Operations Research, 1-32 
  • Ajay Kumar, 2022. Roles of Mobilized Controls and Environmental Uncertainty on Supply Chain Resilience: An Empirical Study from Dynamic-Capabilities-View and Levers-of-Control Perspectives. IEEE Transactions on Engineering Management 
  • Ajay Kumar, 2022. Impact of Ethics Training and Audits on the Relationship Quality of Business-to-Business Partners in Sharing Economy. Industrial Marketing Management 
  • Ajay Kumar, 2022. Early Adopter or Follower? The Strategic Equilibrium of Blockchain Technology Adoption Strategy for Competing Agri-Food Supply Chains. IEEE Transactions on Engineering Management 
  • Ajay Kumar, 2022. Value Co-creation in Sports Live Streaming Platforms: A Microfoundations Perspective. IEEE Transactions on Engineering Management 

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