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Wolfgang Ketter is a Professor of Next Generation Information Systems at the Department of Technology and Operations Management at Rotterdam School of Management, Erasmus University. Wolf Ketter is also Chaired Professor of Information Systems at the Faculty of Management, Economics, and Social Sciences at the University of Cologne, Cologne, Germany (since 2017). He also serves as the Director of the Institute of Energy Economics at the University of Cologne (EWI). In addition, he is Chaired Professor and Director of the Erasmus Centre for Future Energy Business  at the Rotterdam School of Management, Erasmus University, Rotterdam, the Netherlands.  In 2007, he received his Ph.D. in Computer Science from the University of Minnesota, USA, and started as an Assistant Professor at the Rotterdam School of Management, Erasmus University, NL, was promoted to Associate Professor in 2011 (early tenure), and was named Full Professor in July 2013. This was one of the fastest promotions at a top university worldwide. He is the founder and director of the Learning Agents Group at Erasmus, the Erasmus Centre for Future Energy Business, and the Chair of the annual Erasmus Energy Forum. He was the president of the Association for Trading Agent Research (ATAR, 2010-2015). ATAR organizes the annual Trading Agent Competition (TAC), such as Power TAC.  Wolf Ketter’s research explores solutions to the wicked problems of sustainability by exploiting rapidly evolving computing power and techniques to build and explore new solutions that could not be thought of before. Traditionally, research in business and social environments is built over time, as researchers pick interesting and promising ideas and build a body of research over decades. Ketter is changing this paradigm by building a community of researchers who compete and learn from each other through a process called “Competitive Benchmarking,” which uses simulation models and a continuous stakeholder-driven alignment process to bring focus to the most important features of real-world challenges. For example, Power TAC models important aspects of future sustainable energy markets. Ketter’s research is taking the next step of building a community of researchers that will bring about a leapfrogging of research progress.   Wolf Ketter is one of the world's foremost experts in economics-based design of technology artifacts and practical sustainable smart markets. He has served as general chair or program chair of more than 20 international conferences and workshops. His research has been published in various top information systems and computer science journals such as AI Magazine, Decision Sciences, Decision Support Systems, Electronic Commerce Research and Applications, Energy Economics, Energy Policy, European Journal of Information Systems, Information Systems Research (ISR), International Journal of Electronic Commerce, Machine Learning, MIS Quarterly (MISQ), Management Science, as well as 150 papers in major international conferences.  He has supervised over 10 Ph.D. students and has made fundamental theoretical, empirical, experimental, algorithmic and artifact design contributions to the fields of Information Systems (IS), Machine Learning, Energy Economics and Policy, Computer Science, and Management Science. He serves on the editorial boards of ISR and MISQ, the two top IS journals worldwide. In 2012 he won the prestigious INFORMS ISS Design Science Award and in 2013 he won the runner-up award for the best European IS research paper of the year; awarded jointly by the Association of Information Systems and top European CIOs as the most innovative and commercially applicable research. In 2013 he also won the highly competitive Erasmus Research Institute of Management (ERIM) Top Article Award, and in 2014 the ERIM Impact Award for highly influential research on business and society. You can follow Wolf's activities on Twitter (@wolfketter).

Publications

Academic (6)
  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2018). Cross-subsidies in Energy Co-operative Tariff Designs.

  • Koolen, D., Qiu, L., & Ketter, W. (2016). Decision Making under Information Revelation Policies in Electricity Markets. Abstract from 2016 Winter Conference on Business Intelligence (WCBI), Snowbird, Utah.

  • Kahlen, M., Ketter, W., & van Dalen, J. (2014). Agent-coordinated Virtual Power Plants of Electric Vehicles (Extended Abstract). 1547-1548.

  • Collins, J., Ketter, W., Valogianni, K., & de Weerdt, M. (2012). Constructing and operating a large - scale simulation of retail electric power markets. Abstract from Statistical Challenges in Electronic Commerce Research 2012.

  • Lu, Y., Ketter, W., van Heck, E., & Collins, J. (2010). Preference Modeling for Multi-Attribute Negotiations in Agent-based Energy Management.. Abstract from the 11th International Conference on Group Decision and Negotiation (GDN), Delft, The Netherlands.

  • Lu, Y., Ketter, W., van Heck, E., & Collins, J. (2010). Preference Learning for Multi-Attribute Bilateral Negotiations in a Competitive Agent-based Energy Market.. Abstract from the 2nd International Working Conference on Human Factors and Computational Models in Negotiation (HUCOM), Delft, The Netherlands.

Academic (65)
  • Truong, M., Gupta, A., Ketter, W., & van Heck, E. (2023). The effect of posted prices on auction prices: An empirical investigation of a multichannel B2B market. MIS Quarterly: Management Information Systems, 47(7), 1557-1584. Advance online publication. https://doi.org/10.25300/MISQ/2022/17556

  • Ketter, W., Schroer, K., & Valogianni, K. (2023). Information Systems Research for Smart Sustainable Mobility: A Framework and Call for Action. Information Systems Research, 34(3), 1045-1065. https://doi.org/10.1287/ISRE.2022.1167

  • Abdelwahed, A., van den Berg, P. L., Brandt, T., & Ketter, W. (2023). Balancing convenience and sustainability in public transport through dynamic transit bus networks. Transportation Research Part C: Emerging Technologies, 151, Article 104100. https://doi.org/10.1016/j.trc.2023.104100

  • Ahadi, R., Ketter, W., Collins, J., & Daina, N. (2023). Cooperative Learning for Smart Charging of Shared Autonomous Vehicle Fleets. Transportation Science, 57(3), 613-630. https://doi.org/10.1287/trsc.2022.1187

  • Naseri, N., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2023). Understanding and managing the participation of batteries in reserve electricity markets. Decision Support Systems, 165, Article 113895. https://doi.org/10.1016/j.dss.2022.113895

  • Truong, H. M., Gupta, A., Ketter, W., & van Heck, E. (Accepted/In press). The Effect of Posted Prices on Auction Prices: An Empirical Investigation of a Multi-channel B2B Market. MIS Quarterly: Management Information Systems. https://doi.org/10.2139/ssrn.3761855

  • Truong, H. M., Gupta, A., Ketter, W., & van Heck, E. (2022). Buyers’ Strategic Behavior in B2B Multichannel Auction Markets: When an Online Posted Price Channel Is Incorporated into a Dutch Auction System. Information Systems Research, 33(4), 1344-1367. https://doi.org/10.1287/isre.2022.1180, https://doi.org/10.1287/isre.2022.1180

  • Sund, L., Talari, S., & Ketter, W. (2022). Stochastic Wind Power Generation Planning in Liberalised Electricity Markets within a Heterogeneous Landscape. Energies, 15(21), Article 8109. https://doi.org/10.3390/en15218109

  • Koolen, D., Huisman, R., & Ketter, W. (2022). Decision strategies in sequential power markets with renewable energy. Energy Policy, 167, Article 113025. https://doi.org/10.1016/j.enpol.2022.113025

  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2022). A review of equity in electricity tariffs in the renewable energy era. Renewable and Sustainable Energy Reviews, 161, Article 112333. https://doi.org/10.1016/j.rser.2022.112333

  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2022). Economic inefficiencies of pricing distributed generation under novel tariff designs. Applied Energy, 313, Article 118839. https://doi.org/10.1016/j.apenergy.2022.118839

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2022). Designing Hybrid Mechanisms to Overcome Congestion in Sequential Dutch Auctions. MIS Quarterly: Management Information Systems, 46(1), 457-490. https://doi.org/10.25300/misq/2022/16472

  • Schroer, K., Ketter, W., Lee, T. Y., Gupta, A., & Kahlen, M. (2022). Data-Driven Competitor-Aware Positioning in On-Demand Vehicle Rental Networks. Transportation Science, 56(1), 182-200. https://doi.org/10.1287/TRSC.2021.1097

  • Abdelwahed, A., van den Berg, PL., Brandt, T., Ketter, W., & Mulder, J. (2021). A boost for urban sustainability: optimizing electric transit bus networks in Rotterdam. Journal on Applied Analytics, 51(5), 391-407. https://doi.org/10.1287/inte.2021.1092

  • Fügener, A., Grahl, J., Gupta, A., & Ketter, W. (2021). WIll humans-in-the-loop become borgs? merits and pitfalls of working with AI. MIS Quarterly: Management Information Systems, 45(3), 1527-1556. https://doi.org/10.25300/MISQ/2021/16553

  • Paundra, J., van Dalen, J., Rook, L., & Ketter, W. (2021). Why is my bus suddenly so crowded? Spillover effects of the discontinuation of three-in-one policy in Jakarta. Case Studies on Transport Policy, 9(3), 995-1005. https://doi.org/10.1016/j.cstp.2021.04.014

  • Koolen, D., Bunn, D., & Ketter, W. (2021). Renewable energy technologies and electricity forward market risks. The Energy Journal, 42(4), 21-45. https://doi.org/10.5547/01956574.42.4.dkoo

  • Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2021). Making Green Power Purchase Agreements More Predictable and Reliable for Companies. Decision Support Systems. https://doi.org/10.1016/j.dss.2021.113514

  • Kienscherf, P. A., Collins, J., Joe-Wong, C., Ketter, W., & Sen, S. (2020). Time-dependent electricity pricing using variable announcement horizons. Energy Informatics, 3, Article 14. https://doi.org/10.1186/s42162-020-00117-5

  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2020). Cross-subsidies among residential electricity prosumers from tariff design and metering infrastructure. Energy Policy, 145. https://doi.org/10.1016/j.enpol.2020.111736

  • Zhang, J., Adomavicius, G., Gupta, A., & Ketter, W. (2020). Consumption and Performance: Understanding Longitudinal Dynamics of Recommender Systems via an Agent-Based Simulation Framework. Information Systems Research, 31(1), 76-101. https://doi.org/10.1287/ISRE.2019.0876

  • Abdelwahed, A., Berg, P., Brandt, T., Collins, J., & Ketter, W. (2020). Evaluating and Optimizing Opportunity Fast-Charging Schedules in Transit Battery Electric Bus Networks. Transportation Science, 54(6), 1601-1615. https://doi.org/10.1287/trsc.2020.0982

  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2020). The Economic Consequences of Electricity Tariff Design in a Renewable Energy Era. Applied Energy, 275, Article 115317. https://doi.org/10.1016/j.apenergy.2020.115317

  • Pevec, D., Babic, J., Carvalho, A., Ghiassi-Farrokhfal, Y., Ketter, W., & Podobnik, V. (2020). A Survey-Based Assessment of How Existing and Potential Electric Vehicle Owners Perceive Range Anxiety. Journal of Cleaner Production, 276, Article 122779. https://doi.org/10.1016/j.jclepro.2020.122779

  • Ketter, W., Padmanabhan, B., Pant, G., & Santanam, R. (2020). Addressing Societal Challenges through Analytics: An ESG ICE Framework and Research Agenda. Journal of the Association for Information Systems, 21(5), 1115-1127. https://doi.org/10.17705/1jais.00631

  • Kaufmann, J., Kienscherf, PA., & Ketter, W. (2020). Modeling and managing joint price and volumetric risk for volatile electricity portfolios. Energies, 13(14), Article 3578. https://doi.org/10.3390/en13143578

  • Valogianni, K., Ketter, W., Collins, J., & Zhdanov, D. (2020). Sustainable Electric Vehicle Charging using Adaptive Pricing. Production and Operations Management, 29(6), 1550-1572. https://doi.org/10.1111/poms.13179

  • Paundra, J., Dalen, J., Rook, L., & Ketter, W. (2020). Ridesharing platform entry effects on ownership-based consumption in Indonesia. Journal of Cleaner Production, 265, Article 121535. https://doi.org/10.1016/j.jclepro.2020.121535

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2019). Information Transparency in Business-to-Business Auction Markets: The Role of Winner Identity Disclosure. Management Science, 65(9), 4261-4279. https://doi.org/10.1287/mnsc.2018.3143

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2019). Dynamic Decision Making in Sequential Business-to-Business Auctions: A Structural Econometric Approach. Management Science, 65(8), 3853-3876. https://doi.org/10.1287/mnsc.2018.3118

  • Ketter, W., Peters, M., Collins, J., & Gupta, A. (2019). Competitive Benchmarking: An IS Research Approach to Address Wicked Problems with Big Data and Analytics. MIS Quarterly, 40(4), 1057-1080. https://doi.org/10.25300/MISQ/2016/40.4.12

  • Avci Surucu, E., Bunn, DW., Ketter, W., & van Heck, E. (2019). Agent-level determinants of price expectation formation in online double-sided auctions. Decision Support Systems. Decision Support Systems, 124, Article 113068. https://doi.org/10.1016/j.dss.2019.05.008

  • Peters, M., Saar-Tsechansky, M., Ketter, W., Williamson, S., de Groot, P., & Heskes, T. (2018). A Scalable Preference Model for Autonomous Decision-Making. Machine Learning, 107(6), 1039-1068. https://doi.org/10.1007/s10994-018-5705-5

  • Kahlen, M., Ketter, W., & Dalen, J. (2018). Electric vehicle virtual power plant dilemma: grid balancing versus customer mobility. Production and Operations Management, 27(11), 2054-2070. https://doi.org/10.1111/poms.12876

  • Avci Surucu, E., Ketter, W., & van Heck, E. (2018). Managing Electricity Price Modeling Risk via Ensemble Forecasting: The Case of Turkey. Energy Policy, 123(December), 390-403. https://doi.org/10.1016/j.enpol.2018.08.053

  • Fridgen, G., Kahlen, M., Ketter, W., Rieger, A., & Thimmel, R. (2018). One Rate Does Not Fit All: An Empirical Analysis of Electricity Tariffs for Residential Microgrids. Applied Energy, 210(15 January), 800-814. https://doi.org/10.1016/j.apenergy.2017.08.138

  • Ketter, W., Collins, J., Saar-Tsechansky, M., & Marom, O. (2018). Information Systems for a Smart Electricity Grid: Emerging Challenges and Opportunities. ACM Transactions on Management Information Systems, 9(3), 1-22. https://doi.org/10.1145/3230712

  • Hentschel, M., Ketter, W., & Collins, J. (2018). Renewable Energy Cooperatives: Facilitating the Energy Transition at the Port of Rotterdam. Energy Policy, 121(C), 61-69. https://doi.org/10.1016/j.enpol.2018.06.014

  • Brandt, T., Ketter, W., Kolbe, LM., Neumann, D., & Watson, RT. (2018). Smart Cities and Digitized Urban Management. Business & Information Systems Engineering, 60(3), 193-195. https://doi.org/10.1007/s12599-018-0537-1

  • Paundra, J., van Dalen, J., Rook, L., & Ketter, W. (2017). Preferences for car sharing services: Effects of instrumental attributes and psychological ownership. Journal of Environmental Psychology, 53, 121-130. https://doi.org/10.1016/j.jenvp.2017.07.003

  • Babic, J., Carvalho, A., Ketter, W., & Podobnik, V. (2017). Evaluating Policies for Parking Lots Handling Electric Vehicles. IEEE Access, 6, 944-961. https://doi.org/10.1109/ACCESS.2017.2777098

  • Ketter, W., & Valogianni, K. (2016). Effective demand response for smart grids: Evidence from a real-world pilot. Decision Support Systems, 91, 48-66. https://doi.org/10.1016/j.dss.2016.07.007

  • Ketter, W., Peters, M., Collins, J., & Gupta, A. (2016). A Multiagent Competitive Gaming Platform to Address Societal Challenges. MIS Quarterly, 40(2), 447-460. https://doi.org/10.25300/MISQ/2016/40.2.09

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2016). Exploring Bidder Heterogeneity in Multichannel Sequential B2B Auctions. MIS Quarterly, 40(3), 645-662. https://doi.org/10.25300/MISQ/2016/40.3.06

  • Rieger, A., Thummert, R., Fridgen, G., Kahlen, M., & Ketter, W. (2016). Estimating the benefits of cooperation in a residential microgrid: A data-driven approach. Applied Energy, 180, 130-141. https://doi.org/10.1016/j.apenergy.2016.07.105

  • Hogenboom, A., Ketter, W., van Dalen, J., Kaymak, U., Collins, J., & Gupta, A. (2015). Adaptive Tactical Pricing in Multi-Agent Supply Chain Markets Using Economic Regimes. Decision Sciences, 46(4), 791-818. https://doi.org/10.1111/deci.12146

  • Kahlen, M., & Ketter, W. (2015). Low Oil Prices – what effect will they have on Offshore Wind projects? Offshore WIND magazine. http://hdl.handle.net/1765/115429

  • Ketter, W., & Collins, J. (2014). Smart Grid Challenges for Electricity Retailers. KI Künstliche Intelligenz, 28(3), 191-198. https://doi.org/10.1007/s13218-014-0311-6

  • Groves, W., Collins, J., Gini, M., & Ketter, W. (2014). Agent-Assisted Supply Chain Management: Analysis and Lessons Learned. Decision Support Systems, 57, 274-284. https://doi.org/10.1016/j.dss.2013.09.006

  • Eymann, T., Kundisch, D., Recker, J., Bernstein, A., Gebauer, J., Günther, O., Ketter, W., zur Mühlen, M., & Riemer, K. (2014). Should I Stay or Should I Go: The Challenges and Opportunities of Moving Between University Systems. Business & Information Systems Engineering, 6(2), 115-126. https://doi.org/10.1007/s12599-014-0319-3

  • Ketter, W., Collins, J., & Reddy, P. (2013). Power TAC: a competitive economic simulation of the smart grid. Energy Economics, 39(September), 262-270. https://doi.org/10.1016/j.eneco.2013.04.015

  • Peters, M., Ketter, W., Saar-Tsechansky, M., & Collins, J. (2013). A reinforcement learning approach to autonomous decision-making in Smart Electricity Markets. Machine Learning, 92(1), 5-39. https://doi.org/10.1007/s10994-013-5340-0

  • Ketter, W., & Collins, J. (2013). The Power Trading Agent Competition. ERCIM News, 92. http://hdl.handle.net/1765/115430

  • Ketter, W., & Symeonidis, A. (2012). Competitive Benchmarking: Lessons learned from the Trading Agent Competition. AI Magazine, 33(2), 103-107. https://doi.org/10.1609/aimag.v33i2.2396

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2012). Real-time tactical and strategic sales management for intelligent agents guided by economic regimes. Information Systems Research, 23(4), 1263-1283. https://doi.org/10.1287/isre.1110.0415

  • Gottwalt, S., Ketter, W., Block, C., Collins, J., & Weinhardt, C. (2011). Demand side management- A simulation of household behavior under variable prices. Energy Policy, 39(12), 8163-8174. https://doi.org/10.1016/j.enpol.2011.10.016

  • Collins, J., Ketter, W., & Gini, M. (2010). Flexible decision support in dynamic inter-organisational networks. European Journal of Information Systems, 19(4), 436-448. https://doi.org/10.1057/ejis.2010.24

  • Collins, J., Ketter, W., & Sadeh, N. (2010). Pushing the limits of rational agents: The trading agent competition for supply chain management. AI Magazine, 31(2), 63-80. https://doi.org/10.1609/aimag.v31i2.2287

  • Bichler, M., Gupta, A., & Ketter, W. (2010). Research Commentary - designing smart markets. Information Systems Research, 21(4), 688-699. https://doi.org/10.1287/isre.1100.0316

  • Amigoni, F., Gini, M., & Ketter, W. (2010). Multi-Agent Systems for Energy Management. Integrated Computer-Aided Engineering, 17(4), 271-272. https://doi.org/10.3233/ICA-2010-0354

  • Ketter, W., & Srour, FJ. (2009). Optimal or agile? Tradeoffs between optimization and agent-based methods. OR/MS Today, 36(3), 22-27.

  • Ketter, W., Sadeh, N., & Walsh, W. (2009). AAAI-08 Trading Agent Design and Analysis Workshop Report. AI Magazine, 30(1), 115-116.

  • Collins, J., Ketter, W., & Gini, M. (2009). Flexible decision control in an autonomous trading agent. Electronic Commerce Research and Applications, 8(2), 91-105. https://doi.org/10.1016/j.elerap.2008.09.004

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2009). Detecting and forecasting economic regimes in multi-agent automated exchanges. Decision Support Systems, 47(4), 307-318. https://doi.org/10.1016/j.dss.2009.05.012

  • Collins, J., Ketter, W., & Gini, M. (2002). A Multi-Agent Negotiation Testbed for Contracting Tasks with Temporal and Precedence Constraints. International Journal of Electronic Commerce, 7(1), 35-57. https://doi.org/10.1080/10864415.2002.11044260

Professional (4)
  • Ketter, W., & van Dalen, J. (2020). Balancing Power Grids with Electric Vehicles. RSM Insight, 37(1), 22-24.

  • Ketter, W. (2016). Using big data analytics to solve wicked problems. RSM Insight, 26(2), 8-10. http://hdl.handle.net/1765/115053

  • Ketter, W. (2016). Using big data analytics to solve wicked problems. RSM Discovery - Management Knowledge, 26(2), 8-10. http://hdl.handle.net/1765/93032

  • Ketter, W. (2012). The future for energy markets. RSM Insight, 9(1), 5-7. http://hdl.handle.net/1765/40135

Academic (1)
  • Ketter, W., La Poutre, ML., Sadeh, N., Shehory, O., & Walsh, W. (2010). Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis. Springer-Verlag. Lecture Notes in Computer Science

Professional (1)
  • Müller, J., Ketter, W., Kamika, G., Wagner, G., & Bulling, N. (2015). Multiagent system technologies: 13th German conference, MATES 2015, Cottbus, Germany, September 28-30, 2015: revised selected papers. (Lecture notes in artificial intelligence 9433 ed.) Springer-Verlag. Lecture notes in artificial intelligence Vol. 9433

Academic (9)
  • Rook, L., Paundra, J., van Dalen, J., & Ketter, W. (2023). Understanding the collaborative consumption of sustainable products and services: The impact of psychological ownership. In Research Handbook on Information Systems and the Environment (pp. 231-252). Edward Elgar Publishing.

  • van Heck, E., & Ketter, W. (2012). Challenges for Software Agents Supporting Decision- Makers in Trading Flowers Worldwide. In Web Information Systems and Technologies (pp. 32-39). Springer-Verlag. https://doi.org/10.1007/978-3-642-28082-5_3

  • Groves, W., Collins, J., Ketter, W., & Gini, M. (2010). Analyzing Market Interactions in a Multi-agent Supply Chain Environment. In R. Ray, R. Santaman, M. Shaw, & R. Sharman (Eds.), Exploring the grand challenges for next generation E-business: 8th workshop on E-Business, WEB 2009 (pp. 44-58). Springer-Verlag.

  • Ketter, W., Collins, J., & Gini, M. (2009). Coordinating Decisions in a Supply Chain Trading Agent. In W. Ketter, H. La Poutre, N. Sadeh, O. Shehory, & W. Walsh (Eds.), Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis Springer-Verlag. https://doi.org/10.1007/978-3-642-15237-5_12

  • Collins, J., Ketter, W., & Gini, M. (2009). Flexible Decision Support in a Dynamic Business Network. In P. Vervest, & D. van Liere (Eds.), The Network Experience (pp. 233-248). Springer-Verlag. https://doi.org/10.1007/978-3-540-85582-8_15

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2008). Strategic Sales Management Guided By Economic Regimes. In P. Vervest, E. van Heck, K. Preiss, & L.-F. Pau (Eds.), Edited Volume of the 2nd Smart Business Network Initiative Discovery Event (pp. 245-264). Springer-Verlag.

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2006). Identifying and forecasting economic regimes in TAC SCM. In H. la Poutre, N. Sadeh, & S. Janson (Eds.), Agent Mediated Electronic Commerce & Trading Agent Design and Analysis (pp. 113-125). Springer-Verlag. https://doi.org/10.1007/11888727_9

  • Babanov, A., Ketter, W., & Gini, M. (2004). An Evolutionary Framework for Large-Scale Experimentation in Multi-Agent Systems. In T. Wagner (Ed.), An Application Science for Multi-Agent Systems (pp. 155-173). Kluwer Academic. https://doi.org/10.1007/1-4020-7868-4_9

  • Babanov, A., Ketter, W., & Gini, M. (2003). An Evolutionary Approach for Studying Heterogeneous Strategies in Electronic Markets. In A. Karageorgos, O. F. Rana, F. Zambonelli, & G. D. M. Serugendo (Eds.), Engineering Self-Organising Applications (ESOA 2003) (pp. 157-168). LNCS/Springer. https://doi.org/10.1007/978-3-540-24701-2_11

Popular (1)
  • van Heck, E., & Ketter, W. (2010). Software agents supporting decision-makers in complex flower business networks. In Liber Amicorum - In memoriam of Prof.dr.ir.Jo van Nunen (pp. 253-260).

Professional (2)
  • Özdemir, CS., Unland, R., & Ketter, W. (2016). Analysis of the Effects of Storage Capabilities Integration on Balancing Mechanisms in Agent-Based Smart Grids. In Multiagent System Technologies Springer-Verlag. https://doi.org/10.1007/978-3-319-45889-2_16

  • Ketter, W., Giesen, E., & Zuidwijk, R. (2015). Dynamic Agent-based Scheduling of Treatments: Evidence from the Dutch Youth Health Care Sector. In Multiagent System Technologies Springer-Verlag. https://doi.org/10.1007/978-3-319-27343-3_10

Academic (1)
  • Groot, P., Peters, M., Heskes, T., & Ketter, W. (2014). Fast Laplace approximation for Gaussian processes with a tensor product kernel. Belgian/Netherlands Artificial Intelligence Conference, 41-48.

Academic (10)
  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2013). Towards Flexible Decision Support in Multi-unit Sequential B2B Auctions. INFORMS Annual Meeting, Minneapolis, USA.

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2013). Applying Structural Econometric Analysis to B2B Sequential Dutch Auctions. Conference on Information Systems and Technology (CIST), Best Overall Paper Nomination., Minneapolis, USA.

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2013). Flexible Decision Support in Multi-Unit Sequential B2B Auctions: A Structural Estimation Based Framework. The 9th Symposium on Statistical Challenges in eCommerce Research (SCECR), Lisbon, Portugal.

  • Lu, Y., van Iterson, P., Gupta, A., Ketter, W., van Dalen, J., & van Heck, E. (2013). Buy It Now or Later: The Impact of Mari on Multi-unit Sequential Dutch Auctions. Winter Conference on Business Intelligence, Snowbird, USA.

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2012). Structural Analysis and its Application to Multi-unit Sequential Dutch Auctions. INFORMS Annual Meeting, Phoenix, USA.

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2012). Exploring Bidder Heterogeneity in B2B Auctions: Evidence from the Dutch Flower Auctions. Conference on Information Systems and Technology (CIST), Phoenix, Arizona. Best Student Paper Nomination.

  • Lu, Y., Ketter, W., van Dalen, J., Gupta, A., & van Heck, E. (2012). A Stochastic Model of Winning Bids in the Dutch Flower Auctions. The 8th Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2012), Montreal, Canada.

  • Lu, Y., Ketter, W., van Dalen, J., Gupta, A., & van Heck, E. (2012). An Empirical Model of Multi-unit Sequential Dutch Auctions. Winter Conference on Business Intelligence, Snowbird, USA.

  • Lu, Y., Collins, J., Ketter, W., Reddy, P., van Heck, E., & Veloso, MT. (2010). Preference Modeling in a Competitive Agent-based Energy Market. INFORMS Annual Meeting, Austin, USA.

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2005). Detecting and Forecasting Economic Regimes in Automated Exchanges.

Academic (142)
  • Birk, S., Talari, S., Gebbran, D., Ketter, W., & Schneiders, T. (2023). Clearing and Pricing for Network-Aware Local Flexibility Markets using Distributed Optimization. In 2023 IEEE Belgrade PowerTech, PowerTech 2023 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PowerTech55446.2023.10202670

  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2022). Economic inefficiencies of pricing distributed generation under novel tariff designs. In International Association for Energy Economics Online Conference (Vol. 313)

  • Truong, H. M., Ketter, W., Gupta, A., & van Heck, E. (2021). The impact of price and quantity information of an online pre-sales channel on Dutch auctions performance. In International Conference on Information Systems, ICIS 2020 - Making Digital Inclusive: Blending the Local and the Global Association for Information Systems.

  • Schroer, K., Pohl, M., & Ketter, W. (2020). To substitute or to supplement? - Investigating the heterogeneous effects of electric scooter platform introduction on micromobility. In International Conference on Information Systems, ICIS 2020 - Making Digital Inclusive: Blending the Local and the Global Association for Information Systems. https://aisel.aisnet.org/icis2020/societal_impact/societal_impact/9/

  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2020). Economic Inefficiencies of Distributed Generation under Novel Tariff Designs. In International Conference on Applied Energy

  • Schroer, K., Ketter, W., Gupta, A., & Kahlen, M. (2020). Fleet Wars: Leveraging Big Urban Data for Competitor-Aware Predictive Analytics in Free-Floating Shared Mobility Systems. In Conference on Information Systems and Technology (CIST)

  • Truong, H., Gupta, A., Ketter, W., & van Heck, E. (2020). The Declining Price Anomaly in B2B Sequential Multi-channel Auctions. In Workshop on Information Technologies and Systems (WITS)

  • Truong, H. M., Gupta, A., Ketter, W., & van Heck, E. (2019). Understanding B2B buyer behavior in multichannel markets: How posted price channel affect buyers' strategic behavior in auctions. In 40th International Conference on Information Systems, ICIS 2019 Article 1859 Association for Information Systems. https://aisel.aisnet.org/icis2019/economics_is/economics_is/21/

  • Pevec, D., Babic, J., Carvalho, A., Ghiassi-Farrokhfal, Y., Ketter, W., & Podobnik, V. (2019). Electric Vehicle Range Anxiety: An Obstacle for the Personal Transportation (R) evolution? In 4th International Conference on Smart and Sustainable Technologies (SpliTech) IEEE. https://doi.org/10.23919/SpliTech.2019.8783178

  • Naseri, N., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2019). Battery with Market Power in Electricity Markets. In Workshop on Information Technologies and Systems (WITS)

  • Schroer, K., Ketter, W., Gupta, A., Lee, T., & Kahlen, M. (2019). Optimal Management of Free-Floating Vehicle Sharing Systems under Competition. In Workshop on Information Technologies and Systems (WITS)

  • Kienscherf, PA., Wörner, A., Ketter, W., & Tiefenbeck, V. (2019). Agent-Based Load Scheduling in Local Energy Systems with Nodal Pricing. In Workshop on Information Technologies and Systems (WITS)

  • Truong, H., Gupta, A., Ketter, W., & van Heck, E. (2019). Understanding B2B Buyer Behavior in Multi-channel Markets: How Posted Price Channel Affect Buyers Strategic Behavior in Auctions. In International Conference on Information Systems (ICIS)

  • Valogianni, K., Gupta, A., Ketter, W., Sen, S., & van Heck, E. (2019). Real-time Electric Vehicle Charging Using Optimal Grid Resources. In Winter Conference on Business Analytics (WCBA-19)

  • Ghiassi-Farrokhfal, Y., Nasiri, N., Ketter, W., & Collins, J. (2019). The Role of Batteries with Market Power in Electricity Markets. In Workshop on Information Technologies and Systems (WITS)

  • Valogianni, K., Ketter, W., Collins, J., & Adomavicius, G. (2019). Heterogeneous Electric Vehicle Charging Coordination: A Variable Charging Speed Approach. In Proceedings of the 52nd Hawaii International Conference on System Sciences https://doi.org/10.24251/HICSS.2019.444

  • Nasiri, N., Ghiassi-Farrokhfal, Y., & Ketter, W. (2019). Batteries With Market Power In Electricty Markets. In 42nd IAEE Conference (International Association for Energy Economics)

  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2019). Increasing Renewables In Energy Cooperatives Leads To Higher Cross-Subsidies, Depending On Tariff. In 42nd IAEE Conference (International Association for Energy Economics)

  • Truong, H. M., Gupta, A., Ketter, W., & van Heck, E. (2019). Understanding B2B buyer behavior in multichannel markets: How posted price channel affect buyers' strategic behavior in auctions. In 40th International Conference on Information Systems, ICIS 2019 Association for Information Systems.

  • Kienscherf, PA., Reinhold, N., & Ketter, W. (2019). A Blockchain-Based Distributed Mechanism for Resource Allocation. In Workshop on Information Technologies and Systems (WITS)

  • Ketter, W., Kahlen, M., & Gupta, A. (2018). FleetPower: An Intelligent Trading Strategy to Form Virtual Power Plants in Sustainable Smart Energy Markets. In Workshop on Information Technology and Systems (WITS)

  • Ketter, W., van Heck, E., Gupta, A., & Truong, M. T. (2018). Integrating Posted price channel with B2B Sequential Dutch Auction System. In 14th Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2018)

  • Truong, H. M., Ketter, W., Gupta, A., & Van Heck, E. (2018). Effects of Pre-sales Posted Price Channel on Sequential B2B Dutch Flower Auctions. In ICIS 2017: Transforming Society with Digital Innovation Association for Information Systems.

  • Koolen, D., Bunn, DW., Ketter, W., & Gupta, A. (2018). Renewable Technology Non-Neutrality and Information Asymmetries in Decarbonizing Power Markets. In 29th Workshop on Information Systems and Economics (WISE-18)

  • Valogianni, K., Ketter, W., Collins, J., & Zhdanov, D. (2018). Facilitating a Sustainable Electric Vehicle Transition through Consumer Utility Driven Pricing. In International Conference on Information Systems (ICIS-18)

  • Truong, H., Gupta, A., Ketter, W., & van Heck, E. (2018). Integrating Posted price channel with B2B Sequential Dutch Auction System. In Conference on Information Systems and Technology (CIST)

  • Ketter, W., van Dalen, J., Rook, L., & Paundra, J. (2018). Multiple ridesharing platforms entrance and their influence to new vehicle sales. In 14th Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2018)

  • Koolen, D., Ketter, W., Qiu, L., & Gupta, A. (2017). The Sustainability Tipping Point in Electricity Markets. In Proceedings of the 2017 International Conference On Information Systems http://hdl.handle.net/1765/104621

  • Koolen, D., Sadat-Razavi, N., & Ketter, W. (2017). Machine Learning for Identifying Demand Patterns of Home Energy Management Systems with Dynamic Electricity Pricing. In Applied Sciences (Vol. 7, pp. 1160) https://doi.org/10.3390/app7111160

  • Avci Surucu, E., Bunn, DW., Ketter, W., & van Heck, E. (2017). Price Forecast Accuracy of Trading Agents in Electricity Markets: The Role of Market Informedness, Risk Aversion, and Trading Behaviour. In 40th IAEE International Conference, Singapore

  • Avci Surucu, E., Bunn, DW., Ketter, W., & van Heck, E. (2017). Managing Market Price Risk through Forecasting and Hedging: The effects of Market Informedness and Risk Aversion. In Commodity and Energy Markets Conference, Oxford, UK

  • Koolen, D., Huisman, R., & Ketter, W. (2017). The Electricity Forward Price with Increasing Intermittent Supply. In 2017 International Conference on Energy Finance

  • Avci Surucu, E., van Heck, E., & Ketter, W. (2017). Forecasting prices in electricity day-ahead auctions: An overview of the Turkey market. In 5th International Symposium on Environment and Energy Finance Issues (ISEFI-2017), Paris, FRANCE

  • Koolen, D., Qiu, L., Ketter, W., & Gupta, A. (2017). Market Efficiency and Design in Electricity Markets Integrating Renewable Energy: Theory and Simulation. In 2017 Winter Conference on Business Analytics (WCBA)

  • Kahlen, M., Ketter, W., & Gupta, A. (2017). Electric Vehicle Storage Management in Operating Reserve Auctions. In Proceedings of the 50th Hawaiian International Conference on System Sciences Association for Information Systems (AIS). https://doi.org/10.24251/HICSS.2017.373

  • Truong, M., Gupta, A., Ketter, W., & van Heck, E. (2017). Effects of Pre-sales Posted Price Channel on Sequential B2B Dutch Flower Auctions. In International Conference on Information Systems (ICIS-17) http://hdl.handle.net/1765/104630

  • Kahlen, M., Ketter, W., Lee, T., & Gupta, A. (2017). Optimal Prepositioning and Fleet Sizing to Maximize Profits for One-Way Transportation Companies. In International Conference on Information Systems (ICIS-17) http://hdl.handle.net/1765/104633

  • Truong, H., Gupta, A., Ketter, W., & van Heck, E. (2017). Effects of posted price channel on multi-channel Sequential Dutch auction system. In International Conference on Information Systems (ICIS)

  • Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2017). Designing a Battery-Friendly Electricity Market. In International Conference on Information Systems (ICIS-17)

  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2017). Cross-subsidies in Energy Cooperative Tariff Designs. In Workshop on Information Technology & Systems (WITS)

  • Truong, M., Gupta, A., Ketter, W., & van Heck, E. (2017). Price Elasticity in Multi-channel Dutch Flower Auction. In In 13th Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2017)

  • Babic, J., Goncalves de Carvalho, A., Ketter, W., & Podobnik, V. (2016). Modeling Smart Parking Lots through a Discrete-Event Simulation. In Winter Conference on Business Intelligence (WCBI-16)

  • Babic, J., Goncalves de Carvalho, A., Ketter, W., & Podobnik, V. (2016). Estimating Profitability of EV-enabled Parking Lots: a Simulation-based Approach. In In Workshop on Information Technology and Systems (WITS)

  • Ansarin, M., Ghiassi-Farrokhfal, Y., Collins, J., & Ketter, W. (2016). A Demand Response Model for Residential Energy Cooperatives with Distributed Generation. In Workshop on Information Technology and Systems (WITS)

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2016). Integrating "Buy-It-Now" into Sequential Auctions: Results from Lab and Field Experiments. In Conference on Information Systems and Technology (CIST-16)

  • Koolen, D., Huisman, R., & Ketter, W. (2016). Risk and Decision Making for Electricity Forward Markets with Volatile Resources. In -

  • Brandt, T., Cudden, J., Ketter, W., Prendergast, D., Sakurai, M., & Watson, RT. (2016). Smart cities and the role of IS research in improving urban life. In ICIS 2016

  • Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2016). Analyzing Market Pricing Schemes To Integrate Renewable Sources. In Workshop on Information Technology & Systems (WITS)

  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2016). A cooperative aggregation model for pricing residential energy users with renewable energy sources. In Workshop on Information Technology and Systems

  • Ansarin, M., Ketter, W., & Collins, J. (2016). Analyzing and improving the energy balancing market in the Power Trading Agent Competition. In IEEE Innovative Smart Grid Technologies Europe (pp. 1) https://doi.org/10.1109/ISGTEurope.2016.7856197

  • Ansarin, M., Ketter, W., & Collins, J. (2016). Dynamic peak demand pricing under uncertainty in an agent-based retail energy market. In International Joint Conference on Artificial Intelligence, AMEC/TADA Workshop

  • Valogianni, K., Gupta, A., Ketter, W., Sen, S., & van Heck, E. (2016). Using Optimal Grid Resources For Coordinating Electrical Vehicle Charging. In Winter Conference on Business Intelligence (WCBI-16)

  • Kahlen, M., & Ketter, W. (2015). Aggregating Electric Cars to Sustainable Virtual Power Plants: The Value of Flexibility in Future Electricity Markets. In Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15) Association for the Advancement of Artificial Intelligence. http://hdl.handle.net/1765/77194

  • Valogianni, K., Ketter, W., & Collins, J. (2015). A Multiagent Approach to Variable-Rate Electric Vehicle Charging Coordination. In Bordini, Elkind, Weiss, Yolum (Ed.), Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015) (pp. 1131-1139)

  • Valogianni, K., Gupta, A., Ketter, W., Sen, S., & van Heck, E. (2015). Maximizing Social Welfare in Grid Resource Allocation for Electric Vehicle Charging. In Workshop on Information Technology and Systems (WITS)

  • Ketter, W., & Kahlen, M. (2015). FleetPower: An Intelligent Trading Strategy to Form Virtual Power Plants in Sustainable Smart Energy Markets. In Conference on Information Systems and Technology (CIST-15)

  • Valogianni, K., Ketter, W., Collins, J., & Zhdanov, D. (2015). Sustainable Electric Vehicle Charging: A Data-driven Approach. In In 25th ICIS Workshop of Information Technologies and Systems (WITS 2015), Fort Worth, Texas

  • Babic, J., Goncalves de Carvalho, A., Ketter, W., & Podobnik, V. (2015). On the Profitability of the Smart Parking Lots. In Winter Conference on Business Intelligence (WCBI-15)

  • Valogianni, K., Gupta, A., Ketter, W., Sen, S., & van Heck, E. (2015). Maximizing Social Welfare in Grid Resource Allocation for Electric Vehicle Charging. In Conference on Information Systems and Technology (CIST 2015)

  • Valogianni, K., Ketter, W., & John Collins, JC. (2015). A Hybrid Mechanism to Coordinate Electric Vehicle Charging. In AAAI Workshop on Trading Agent Design and Analysis (TADA-15)

  • Babic, J., Goncalves de Carvalho, A., Ketter, W., & Podobnik, V. (2015). Extending Parking Lots with Electricity Trading Agent Functionalities. In AAAI Workshop on Trading Agent Design and Analysis (TADA-15)

  • Valogianni, K., Ketter, W., Collins, J., & Adomavicius, G. (2015). A Dynamic Pricing Mechanism to Coordinate Electric Vehicle Charging. In 2015 Winter Conference on Business Intelligence (WCBI)

  • Kahlen, M., Ketter, W., & van Dalen, J. (2014). Balancing with Electric Vehicles: A Profitable Business Model. In Proceedings of the 22nd European Conference on Information Systems (pp. 1-15). http://hdl.handle.net/1765/76119

  • Peters, M., & Ketter, W. (2014). A probabilistic model for learning multi-user preferences with applications to electricity tariff choice. In Multikonferenz Wirtschaftsinformatik (MKWI-13)

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2014). Information Revelation in B2B Sequential Auctions. In Conference on Information Systems and Technology (CIST-14)

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2014). Information Transparency in Multi-Channel B2B Auctions: A Field Experiment. In International Conference on Information Systems (ICIS-14) (pp. 42).

  • Koroleva, K., Kahlen, M., Ketter, W., Rook, L., & Lanz, F. (2014). TamagoCar: Using a simulation app to explore price elasticity of demand for electricity of electric vehicle users. In International Conference on Information Systems (ICIS-14)

  • Valogianni, K., Ketter, W., Collins, J., & Zhdanov, D. (2014). Adaptive Learning Agents for Electric Vehicle Customer Decision Support. In Conference on Information Systems and Technology (CIST-14)

  • Gupta, A., Ketter, W., Yixin, L., & van Heck, E. (2014). Information Transparency in Sequential B2B Dutch Flower Auctions: A Field Experiment. In Seventh International Symposium of Information Systems (ISIS-14)

  • Valogianni, K., Ketter, W., & Collins, J. (2014). Learning to Schedule Electric Vehicle Charging given Individual Customer Preferences. In Alessio Lomuscio, Paul Scerri, Ana Bazzan, and Michael Huhns (Ed.), Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014) (pp. 1591-1592). International Foundation for Autonomous Agents and Multiagent Systems.

  • Bhattacharjee, S., Han, X., Ketter, W., & Rook, L. (2014). Is Altruism Overrated? Effects of Information Transparency and Social Value Orientation on Smart Grid Balancing. In Conference on Information Systems and Technology (CIST-14)

  • Lu, Y., Gupta, A., Ketter, W., & Van Heck, E. (2014). Information transparency in multi-channel B2B auctions: A field experiment. In 35th International Conference on Information Systems "Building a Better World Through Information Systems", ICIS 2014 Association for Information Systems.

  • Valogianni, K., Ketter, W., Collins, J., & Zhdanov, D. (2014). Effective Management of Electric Vehicle Storage using Smart Charging. In Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI-14) (pp. 472-478). Association for the Advancement of Artificial Intelligence. http://hdl.handle.net/1765/51352

  • Valogianni, K., Ketter, W., Collins, J., & Zhdanov, D. (2014). Enabling Sustainable Smart Homes: An Intelligent Agent Approach. In ICIS: International Conference on Information Systems Association for Information Systems (AIS).

  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2013). Designing Intelligent Software Agents for B2B Sequential Dutch Auctions: A Structural Econometric Approach. In International Conference on Information Systems 2013

  • Valogianni, K., Ketter, W., de Weerdt, M., & Collins, J. (2013). Modeling Electric Vehicle Customers and Learning a Heuristic Charging Behavior. In AAMAS - Fourth International Workshop on Agent Technologies for Energy Systems (ATES 2013) (pp. 1-8).

  • Valogianni, K., Ketter, W., & Collins, J. (2013). Smart charging of electric vehicles using reinforcement learning. In Trading Agent Design and Analysis - Papers from the 2013 AAAI Workshop, Technical Report (pp. 41-48). AI Access Foundation.

  • Valogianni, K., Ketter, W., de Weerdt, M., & Collins, J. (2013). Influence of the Consumers Risk Attitude on the Introduction of Electric Vehicles. In Winter Conference on Business Intelligence

  • Adomavicius, G., Gupta, A., Ketter, W., & Zhang, J. (2013). Understanding Longitudinal Dynamics of Recommender Systems Performance: An Agent- Based Modeling Approach. In Workshop on Information Technology and Systems (WITS)

  • Valogianni, K., Ketter, W., & Collins, J. (2013). Smart Charging of Electric Vehicles using Intelligent Software Agents. In Workshop on Information Technology and Systems (WITS)

  • Peters, M., & Ketter, W. (2013). A Probabilistic Multi-User Preference Model. In Workshop on Information Technology and Systems (WITS)

  • Valogianni, K., Ketter, W., & John Collins, JC. (2013). Smart Charging Algorithms for Electric Vehicles using Learning Mechanisms. In AAAI Workshop on Trading Agent Design and Analysis (TADA-13)

  • Brocke, J., Fridgen, G., Hasan, H., Ketter, W., & Watson, RT. (2013). Energy Informatics: Designing a Discipline (and Possible Lessons for the is Community). In ICIS 2013

  • Adomavicius, G., Gupta, A., Ketter, W., & Zhang, J. (2013). Impact of Product Consumption Patterns on Recommender Systems Performance: An Agent- Based Modeling Approach. In Winter Conference on Business Intelligence (WCBI-14)

  • Lu, W., Gupta, A., Ketter, W., & van Heck, E. (2013). Anchoring in Multi-unit Sequential B2B Auctions: Evidence from the Dutch Flower Auctions. In Winter Conference on Business Intelligence (WCBI-14)

  • Ketter, W., Peters, M., & Collins, J. (2013). Autonomous Agents in Future Energy Markets: The 2012 Power Trading Agent Competition. In AAAI Conference on Artificial Intelligence (AAAI-13)

  • Peters, M., Ketter, W., & Collins, J. (2013). Design by Competitive Benchmarking: Tackling the Smart Grid Challenge with Innovative IS Artifacts. In Conference on Information Systems and Technology (CIST-13)

  • Peters, M., & Ketter, W. (2013). Towards autonomous decision-making: A probabilistic model for sparse multi-user preferences. In International Conference on Algorithmic Decision Theory (ADT-13)

  • Richter, A., van der Laan, E., Ketter, W., & Valogianni, K. (2012). Transitioning from the traditional to the smart grid: Lessons learned from closed-loop supply chains. In IEEE - International Conference on Smart Grid Technology, Economics and Policies. Nuremberg, Germany

  • Valogianni, K., Ketter, W., de Weerdt, M., & Collins, J. (2012). Analysis of Smart Grid Balancing using Realistic Customer Models. In - (pp. 1-15)

  • Ketter, W., Collins, J., Valogianni, K., & de Weerdt, M. (2012). Constructing and operating a large-scale simulation of retail electric power markets. In 8th Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2012)

  • Peters, M., Ketter, W., Saar-Tsechansky, M., & Collins, J. (2012). Autonomous Data-Driven Decision-Making in Smart Electricity Markets. In 8th Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2012)

  • Lu, Y., van Iterson, P., Gupta, A., Ketter, W., van Dalen, J., & van Heck, E. (2012). Buy it now or later: the Impact of Mari on Multi-unit Sequential Dutch Auctions. In Workshop on Information Technology and Systems (WITS-12)

  • Gupta, A., Ketter, W., Lu, Y., & van Heck, E. (2012). Bidder Heterogeneity across Different Market Channels: the Dutch Flower Auction Case. In 8th Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2012)

  • Valogianni, K., Ketter, W., de Weerdt, M., & Collins, J. (2012). Increasing Social Welfare and Individual Savings using Economic Incentives for Electric Vehicles. In Workshop on Information Technology and Systems (WITS-12)

  • Peters, M., & Ketter, W. (2012). Probabilistic Prediction of Heterogeneous User Preferences. In Workshop on Information Technology and Systems (WITS)

  • Goff, T., Greenwald, AM., Hilliard, E., Ketter, W., & Sodomka, E. (2012). JACK: A Java Auction Configuration Kit. In AAMAS Joint Workshop on Trading Agent Design and Analysis(TADA) and Agent-Mediated Electronic Commerce (AMEC)

  • Ketter, W., Haghpanah, Y., van Dalen, J., & Des Jardin, M. (2012). SmartRate: A Rating Interpretation Mechanism for Agents in Smart Grid Markets. In AAMAS Joint Workshop on Trading Agent Design and Analysis (TADA) and Agent- Mediated Electronic Commerce (AMEC)

  • Peters, M., Ketter, W., Saar-Tsechansky, M., & Collins, J. (2012). Autonomous data-driven decision-making in Smart Electricity Markets. In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases

  • Peters, M., Ketter, W., Saar-Tsechansky, M., & Collins, J. (2012). Automated Data-driven Tariff Pricing for the Smart Grid. In Conference on Information Systems and Technology (CIST)

  • Verhagen, E., Rook, L., van Dalen, J., & Ketter, W. (2012). Tariff selection. In Conference on Smart Grid – Technologies, Economics, and Policies (SG-TEP)

  • Richstein, JC., Schuller, A., van Dinther, C., Ketter, W., & Weinhardt, C. (2012). Renewable Energy for Electric Vehicles: Price Based Charging Coordination. In 12th European Energy Conference (IAEE'12)

  • Kahlen, M., Valogianni, K., Ketter, W., & van Dalen, J. (2012). A Profitable Business Model for Electric Vehicle Fleet Owners. In International Conference on Smart Grid Technology, Economics and Policies (SG-TEP 2012) (pp. 1-5). IEEE Xplore. https://doi.org/10.1109/SG-TEP.2012.6642395

  • de Weerdt, M., Ketter, W., & Collins, J. (2011). Pricing mechanism for real-time balancing in regional electricity markets. In IJCAI Workshop on Trading Agent Design and Analysis (TADA-11)

  • Lucchese, G., Ketter, W., van Dalen, J., & Collins, J. (2011). Forecasting prices in dynamic heterogeneous product markets using multivariate prediction methods. In 13th International Conference on Electronic Commerce (ICEC-11)

  • de Weerdt, M., Ketter, W., & Collins, J. (2011). A theoretical analysis of pricing mechanisms and broker’s decisions for real-time balancing in sustainable regional electricity markets. In Conference on Information Systems and Technology (CIST-11)

  • Hogenboom, A., Hogenboom, F., Kaymak, U., Ketter, W., van Dalen, J., & Collins, J. (2010). Towards a Dynamic Model of Supply Chain Regimes for Complex Multi-Agent Markets. In 2010 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2010) (pp. 3219-3225). IEEE. https://doi.org/10.1109/ICSMC.2010.5642406

  • van Dalen, J., Ketter, W., Lucchese, G., & Collins, J. (2010). A Kalman Filter Approach to Analyze Multivariate Hedonic Pricing in Dynamic Supply-Chain Markets. In 12th International Conference on Electronic Commerce (ICEC-10) (pp. 57-66).

  • Ketter, W., Lydia Molensky, LM., John Collins, JC., Jacqueline Bloemhof, JB., & Hans van de Koppel, H. V. D. K. (2010). Business intelligence gap analysis: a user, supplier and academic perspective. In Proceedings of the 12th International Conference on Electronic Commerce: Roadmap for the Future of Electronic Business (pp. 119-128). ICEC'10. https://doi.org/10.1145/2389376.2389393

  • Gupta, A., Ketter, W., Lu, Y., & van Heck, E. (2010). Exploring bidder heterogeneity in B2B Dutch Flower Auctions: Using Business Intelligence to Facilitate Real-Time Decision Making. In 5th International Symposium of Information Systems (ISIS-10)

  • Gupta, A., Ketter, W., van Dalen, J., van Heck, E., & Wasesa, M. (2010). Neural Network Based Recommendation Agent for Determining the Starting Price in Multi-Unit Sequential Dutch Auctions. In 20th Workshop on Information Systems and Technology (WITS-10)

  • Block, C., Collins, J., Gottwalt, S., Ketter, W., & Weinhardt, C. (2010). Modeling household energy consumption under fixed and variable pricing. In 20th Workshop on Information Systems and Technology (WITS-10)

  • Block, C., Collins, J., & Ketter, W. (2010). Exploring retail energy markets through competitive simulation. In ACM EC Workshop on Trading Agent Design and Analysis (TADA-10)

  • Block, C., Collins, J., & Ketter, W. (2010). Agent-based competitive simulation: Exploring future retail energy markets. In 12th International Conference on Electronic Commerce (ICEC-10) (pp. 67-76).

  • Hogenboom, A., Ketter, W., van Dalen, J., Kaymak, U., Collins, J., & Gupta, A. (2009). Adaptive Pricing in Multi-Agent Supply Chain Markets using Economic Regimes. In Conference on Information Systems and Technology (CIST 2009)

  • Hogenboom, A., Ketter, W., van Dalen, J., Kaymak, U., Collins, J., & Gupta, A. (2009). Product Pricing using Adaptive Real-Time Probability of Acceptance Estimations based on Economic Regimes. In Proceedings of the Eleventh International Conference on Electronic Commerce (ICEC 2009) (pp. 176-185). ACM. https://doi.org/10.1145/1593254.1593281

  • Hogenboom, F., Ketter, W., van Dalen, J., Kaymak, U., Collins, J., & Gupta, A. (2009). Identifying and Predicting Economic Regimes in Supply Chains Using Sales and Procurement Information. In Proceedings of the Eleventh International Conference on Electronic Commerce (ICEC 2009) (pp. 19-28). https://doi.org/10.1145/1593254.1593258

  • Hogenboom, A., Ketter, W., van Dalen, J., Kaymak, U., Collins, J., & Gupta, A. (2009). Product Pricing in TAC SCM using Adaptive Real-Time Probability of Acceptance Estimations based on Economic Regimes. In Proceedings of the IJCAI'09 Workshop on Trading Agent Design and Analysis (TADA 2009) (pp. 15-24).

  • Hogenboom, F., Ketter, W., van Dalen, J., Kaymak, U., Collins, J., & Gupta, A. (2009). Economic Regime Identification and Prediction in TAC SCM Using Sales and Procurement Information. In E. H. Gerding (Ed.), Proceedings of the IJCAI'09 Workshop on Trading Agent Design and Analysis (TADA 2009) (pp. 25-34).

  • Collins, J., Ketter, W., & Pakanati, A. (2009). An experiment management framework for TAC SCM agent evaluation. In Workshop: Trading Agent Design and Analysis (TADA) at Twenty-First International Joint Conference on Artificial Intelligence (IJCAI 2009) (pp. 9-13). AAAI Press.

  • Giesen, E., Ketter, W., & Zuidwijk, R. (2009). An Agent-based Analysis Approach to Resource Allocation in the Dutch Youth Health Care System. In Proceedings of the Nineteenth Workshop on Information Systems and Technology (WITS-09)

  • Adam, M. T. P., Gamer, M., Hey, S., Ketter, W., & Weinhardt, C. (2009). Measuring the impact of emotions on decision-making in electronic markets: A physio-economic approach. In Proceedings of the International Conference on Group Decision and Negotiation (GND)

  • Nelson, A., Nyabuti, D., Collins, J., Ketter, W., & Gini, M. (2009). Ontology-driven decision support in dynamic supply-chains. In Proceedings of the 11th IEEE Conference on Enterprise Computing (CEC-09) https://doi.org/10.1109/CEC.2009.79

  • Ketter, W., Banjanin, M., Guikers, R., & Kayser, A. (2009). Introducing an Agile Method for Enterprise Mash-Up Component Development. In Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing (CEC-09) (pp. 293-300). IEEE Computer Society. https://doi.org/10.1109/CEC.2009.40

  • Groves, W., Collins, J., Ketter, W., & Gini, M. (2009). Analyzing market interactions in a multi-agent supply chain environment. In Eigth Workshop on e-Business Association for Information Systems (AIS).

  • Giesen, E., Ketter, W., & Zuidwijk, R. (2009). An Agent-based Approach to Improving Resource Allocation in the Dutch Youth Health Care Sector. In Proceedings of the European Conference on Information Systems (ECIS) (pp. 2403-2415).

  • Nelson, A., Nyabuti, D., Collins, J., Ketter, W., & Gini, M. (2009). Toward Human-Agent Competition in TAC SCM. In Workshop: Trading Agent Design and Analysis (TADA) at Twenty-First International Joint Conference on Artificial Intelligence (IJCAI 2009) (pp. 63-72). AAAI Press.

  • Gupta, A., Ketter, W., van Heck, E., & Wasesa, M. (2009). Real-time support for auctioneers to determine optimal clock start for multi-unit sequential dutch auctions. In Eigth Workshop on e-Business Association for Information Systems (AIS).

  • Ketter, W. (2008). The Application of Intelligent Personalized Agents for Buyer Decision Empowerment at the Dutch Flower Auction. In WITS08

  • Collins, J., Ketter, W., & Gini, M. (2008). Architectures for agents in TAC SCM. In AAAI Spring Symposium on Architectures for Intelligent Theory-Based Agents (Vol. SS-08-02, pp. 7-12) http://hdl.handle.net/1765/14805

  • Ketter, W., Batchu, A., Berosik, G., & McCreary, D. (2008). A Semantic Web Architecture for Advocate Agents to Determine Preferences and Facilitate Decision Making. In ICEC08 https://doi.org/10.1145/1409540.1409554

  • Ketter, W., Collins, J., & Gini, M. (2008). A Survey of Agent Designs for TAC SCM. In Workshop for Trading Agent Design and Analysis

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2007). A Predictive Empirical Model for Pricing and Resource Allocation Decisions. In ICEC07

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2007). Pricing and Resource Allocation for Intelligent Trading Agents using Economic Regimes. In ISIS07

  • Ketter, W., Sodomka, E., Agovic, A., Collins, J., & Gini, M. (2006). Strategic Sales Management in an Autonomous Trading Agent for TAC SCM. In AAAI06 (pp. 1943-1944)

  • Ketter, W. (2005). Dynamic Regime Identification and Prediction Based on Observed Behavior in Electronic Marketplaces. In AAAI05 (pp. 1646-1647).

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2005). Identifying and Forecasting Economic Regimes in TAC SCM. In IJCAI05TADA (pp. 53-60)

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2005). A Computational Approach to Predicting Economic Regimes in Automated Exchanges. In WITS05 (pp. 147-152)

  • Ketter, W., Kryzhnyaya, E., Damer, S., McMillen, C., Agovic, A., Collins, J., & Gini, M. (2004). Analysis and Design of Supply-Driven Strategies in TAC-SCM. In Workshop: Trading Agent Design and Analysis at Third Int'l Conf. on Autonomous Agents and Multi-Agent Systems (pp. 44-51)

  • Ketter, W., Kryzhnyaya, E., Damer, S., McMillen, C., Agovic, A., Collins, J., & Gini, M. (2004). MinneTAC Sales Strategies for Supply Chain TAC. In AAMAS04 (pp. 1372-1373).

  • Ketter, W., Babanov, A., & Gini, M. (2003). An Evolutionary Framework for Studying Behaviors of Economic Agents. In AAMAS03 (pp. 1030-1031).

  • Ketter, W. (1998). Electrical Design and Electrical Modeling for IC-Packages and Board Connectors. In Thesis (German) (pp. 1-111).

External (1)
  • Ketter, W. (2007). Identification and Prediction of Economic Regimes to Guide Decision Making in Multi-Agent Marketplaces. [Doctoral Thesis, University of Minnesota]. University of Minnesota.

Popular (1)

Academic (3)
  • Fügener, A., Grahl, J., Gupta, A., & Ketter, W. (2019). Collaboration and Delegation Between Humans and AI: An Experimental Investigation of the Future of Work. http://hdl.handle.net/1765/115830

  • Ketter, W. (2002). Learning in an Evolutionary Environment.

  • Babanov, A., & Ketter, W. (2001). Improving the Winner Determination Process in Multi-Agent Contracting.

Academic (1)
  • Kahlen, M., & Ketter, W. (2015). Using Electric Vehicle Fleets as Sustainable Virtual Power Plants: Evidence from a Real-World Setting. Poster session presented at 2015 Winter Conference on Business Intelligence (WCBI), Snowbird, Utah.

Academic (25)
  • Ketter, W., Collins, J., & de Weerdt, M. (2017). The 2017 Power Trading Agent Competition. (ERIM Report Series Research in Management ERS-2017-002-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115390

  • Ketter, W., Collins, J., & de Weerdt, M. (2017). The 2018 Power Trading Agent Competition. (ERIM Report Series Research in Management ERS-2017-002- LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115386

  • Ketter, W., Collins, J., & de Weerdt, M. (2016). The 2016 Power Trading Agent Competition. (ERIM Report Series Research in Management 2016-002-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115391

  • Bettzüge, M. O., Ketter, W., & Koolen, D. (2016). Disempowerment in a Green Paradise: Will Germany’s Utilities Survive the Energy Revolution? Case Development Centre, Rotterdam School of Management. http://hdl.handle.net/1765/115460

  • Ketter, W., Collins, J., Reddy, P., & de Weerdt, M. (2015). The 2015 Power Trading Agent Competition. (ERIM Report Series Research in Management ERS-2015-001-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115392

  • Huhns, M. N., Ketter, W., Kowalczyk, R., Saffre, F., & Unland, R. (2014). Multi-agent systems and their role in future energy grids. (Dagstuhl Reports 4(4) ed.) Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik. http://hdl.handle.net/1765/115398

  • Ketter, W., Collins, J., Reddy, P., & de Weerdt, M. (2014). The 2014 Power Trading Agent Competition. (ERIM Report Series Research in Management ERS-2014-004-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115399

  • Ketter, W., & Peters, M. (2013). Towards Autonomous Decision-Making: A Probabilistic Model for Learning Multi-User Preferences. (ERIM Report Series Research in Management ERS-2013-007-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115394

  • Ketter, W., Collins, J., Reddy, P., & de Weerdt, M. (2013). The 2013 Power Trading Agent Competition. (ERIM Report Series Research in Management ERS-2013-006-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115393

  • Ketter, W., Collins, J., Reddy, P., & de Weerdt, M. (2012). The 2012 Power Trading Agent Competition. (ERIM Report Series Research in Management ERS-2012-010-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115400

  • Ketter, W., Collins, J., Reddy, P., & Flath, C. (2011). The Power Trading Agent Competition. (ERIM Report Series Research in Management ERS-2011-011-LIS ed.) Rotterdam School of Management (RSM), EUR.

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2011). Real-time Tactical and Strategic Sales Management for Intelligent Trading Agents Guided by Economic Regimes. (ERIM Report Series Research in Management ERS-2011-012-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115458

  • Ketter, W., Collins, J., Reddy, P., Flath, C., & de Weerdt, M. (2011). The Power Trading Agent Competition. (ERIM Report Series Research in Management ERS-2011-027-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115431

  • Ketter, W., van Heck, E., & Zuidwijk, R. (2010). Intelligent Personalized Trading Agents that facilitate Real-time Decision-making for Auctioneers and Buyers in the Dutch Flower Auctions. (ERIM Report Series Research in Management ERS-2010-016-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115512

  • Ketter, W., Collins, J., & Block, C. (2010). Smart Grid Economics: Policy Guidance Through Competitive Simulation. (ERIM Report Series Research in Management ERS-2010-043-LIS ed.) Rotterdam School of Management (RSM), EUR. http://hdl.handle.net/1765/115435

  • Block, C., Collins, J., Ketter, W., & Weinhardt, C. (2009). A Multi-Agent Energy Trading Competition. Rotterdam School of Management (RSM), EUR.

  • Collins, J., Ketter, W., & Sadeh, N. (2009). Pushing the limits of rational agents: the Trading Agent Competition for Supply Chain Management. Carnegie Mellon University.

  • Collins, J., Ketter, W., & Gini, M. (2008). Flexible and Interactive Decision Support in a Dynamic Business Network. (Technical Report 08-037 ed.) Dept of Computer Science and Engineering, University of Minnesota. http://hdl.handle.net/1765/115463

  • Collins, J., Ketter, W., Gini, M., & Agovic, A. (2008). Software architecture of the MinneTAC supply-chain trading agent. University of Minnesota, Dept of Computer Science and Engineering. http://hdl.handle.net/1765/115465

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2008). Tactical and Strategic Sales Management for Intelligent Trading Agents Guided by Economic Regimes. University of Minnesota, Dept of Computer Science and Engineering. http://hdl.handle.net/1765/115467

  • Ketter, W., Babanov, A., & Gini, M. (2008). An Evolutionary Framework for Determining Heterogeneous Strategies in Multi-Agent Marketplaces. Rotterdam School of Management (RSM), EUR.

  • Collins, J., Ketter, W., Gini, M., & Agovic, A. (2007). Software architecture of the MinneTAC supply-chain trading agent. University of Minnesota, Dept of Computer Science and Engineering.

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2007). Detecting and Forecasting Economic Regimes in Automated Exchanges. University of Minnesota, Dept of Computer Science and Engineering.

  • Ketter, W., Collins, J., Gini, M., Gupta, A., & Schrater, P. (2007). Detecting and Forecasting Economic Regimes in Multi-Agent Automated Exchanges. Rotterdam School of Management (RSM), EUR.

  • Ketter, W., Kryzhnyaya, E., Damer, S., McMillen, C., Agovic, A., Collins, J., & Gini, M. (2004). Design and Analysis of the MinneTAC-03 Supply-Chain Trading Agent. University of Minnesota, Dept of Computer Science and Engineering.

  • Information Systems Research (Journal)

    Editorial work (Academic)

  • Wirtschaftsinformatik (Journal)

    Editorial work (Academic)

  • MIS Quarterly (Journal)

    Editorial work (Academic)

Awards

Courses

BIM Master Thesis

  • Study year: 2023/2024, 2022/2023, 2021/2022, 2020/2021, 2019/2020
  • Code: BMMTBIM
  • Level: Master

BIM Thesis Clinic

  • Study year: 2023/2024, 2022/2023, 2021/2022, 2020/2021, 2019/2020
  • Code: BMRM1BIM
  • Level: Master

Past courses

Designing business applications

  • Study year: 2016/2017, 2015/2016
  • Code: BM02BIM
  • ECTS: 5 Level: Master

ERIM/CentER Workshop on Information Management Research

  • Study year: 2016/2017, 2014/2015
  • Code: BERMASC008
  • ECTS: 5 Level: Master

BIM Honours Course

  • Study year: 2015/2016
  • Code: BMHONBIM
  • ECTS: 10 Level: Master

Next Generation Business Applications

  • Study year: 2015/2016
  • Code: BMME016
  • ECTS: 6 Level: Master

Designing business applications

  • Study year: 2014/2015
  • Code: RSM02BIM
  • ECTS: 5 Level: Master

Next Generation Business Applications

  • Study year: 2014/2015
  • Code: RSMME010
  • ECTS: 6 Level: Master

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