Agents that reduce work and information overload
Communications of the ACM
Electronic markets and electronic hierarchies
Communications of the ACM
Reengineering the Dutch Flower Auctions: a Framework for Analyzing Exchange Organizations
Information Systems Research
Replicating Online Yankee Auctions to Analyze Auctioneers' and Bidders' Strategies
Information Systems Research
A Smart Market for Industrial Procurement with Capacity Constraints
Management Science
Toward Comprehensive Real-Time Bidder Support in Iterative Combinatorial Auctions
Information Systems Research
Combinatorial Auctions
The Penn-Lehman Automated Trading Project
IEEE Intelligent Systems
Algorithmic Game Theory
Autonomous Bidding Agents: Strategies and Lessons from the Trading Agent Competition (Intelligent Robotics and Autonomous Agents)
Flexible decision control in an autonomous trading agent
Electronic Commerce Research and Applications
INFORMS Journal on Computing
A Computational Analysis of Linear Price Iterative Combinatorial Auction Formats
Information Systems Research
Detecting and forecasting economic regimes in multi-agent automated exchanges
Decision Support Systems
Designing Intelligent Software Agents for Auctions with Limited Information Feedback
Information Systems Research
Information Systems Research
An Experimental Comparison of Linear and Nonlinear Price Combinatorial Auctions
Information Systems Research
A market mechanism for software component reuse: opportunities and barriers
Proceedings of the 14th Annual International Conference on Electronic Commerce
Forecasting prices in dynamic heterogeneous product markets using multivariate prediction methods
Proceedings of the 13th International Conference on Electronic Commerce
Autonomous data-driven decision-making in smart electricity markets
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Real-Time Tactical and Strategic Sales Management for Intelligent Agents Guided by Economic Regimes
Information Systems Research
Agent-assisted supply chain management: Analysis and lessons learned
Decision Support Systems
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Electronic markets have been a core topic of information systems (IS) research for last three decades. We focus on a more recent phenomenon: smart markets. This phenomenon is starting to draw considerable interdisciplinary attention from the researchers in computer science, operations research, and economics communities. The objective of this commentary is to identify and outline fruitful research areas where IS researchers can provide valuable contributions. The idea of smart markets revolves around using theoretically supported computational tools to both understand the characteristics of complex trading environments and multiechelon markets and help human decision makers make real-time decisions in these complex environments. We outline the research opportunities for complex trading environments primarily from the perspective of design of computational tools to analyze individual market organization and provide decision support in these complex environments. In addition, we present broad research opportunities that computational platforms can provide, including implications for policy and regulatory research.