Wolfgang Ketter | Academic Influence

Wolfgang Ketter's AcademicInfluence.com Rankings

Wolfgang Ketter

Computer Science

#7660

World Rank

#8064

Historical Rank

Data Mining

#270

World Rank

#271

Historical Rank

Machine Learning

#4873

World Rank

#4930

Historical Rank

Artificial Intelligence

#5324

World Rank

#5395

Historical Rank

computer-science Degrees

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Computer Science

Wolfgang Ketter's Degrees

PhD Computer Science Karlsruhe Institute of Technology
Masters Computer Science Karlsruhe Institute of Technology

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Why Is Wolfgang Ketter Influential?

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According to Wikipedia, Wolfgang Ketter is Chaired Professor of Information Systems for a Sustainable Society at the University of Cologne. and a prominent scientist in the application of artificial intelligence, machine learning and intelligent agents in the design of smart markets, including demand response mechanisms and in particular automated auctions. He is a co-founder of the open energy system platform Power TAC, an automated retail electricity trading platform that simulates the performance of retail markets in an increasingly prosumer- and renewable-energy-influenced electricity landscape.

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Wolfgang Ketter's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Demand side management—A simulation of household behavior under variable prices (2011) (420)
Power TAC: A competitive economic simulation of the smart grid (2013) (148)
Research Commentary - Designing Smart Markets (2010) (124)
A Multi-Agent Negotiation Testbed for Contracting Tasks with Temporal and Precedence Constraints (2002) (103)
A reinforcement learning approach to autonomous decision-making in smart electricity markets (2013) (95)
Preferences for car sharing services: Effects of instrumental attributes and psychological ownership (2017) (94)
Competitive Benchmarking: An IS Research Approach to Address Wicked Problems with Big Data and Analytics (2015) (84)
A Multiagent Competitive Gaming Platform to Address Societal Challenges (2016) (81)
Detecting and Forecasting Economic Regimes in Multi-Agent Automated Exchanges (2007) (78)
Designing smart markets (2010) (77)
One rate does not fit all: An empirical analysis of electricity tariffs for residential microgrids (2018) (72)
Real-Time Tactical and Strategic Sales Management for Intelligent Agents Guided by Economic Regimes (2008) (66)
Electric vehicle virtual power plant dilemma: grid balancing versus customer mobility (2018) (57)
A survey-based assessment of how existing and potential electric vehicle owners perceive range anxiety (2020) (55)
Renewable energy cooperatives: Facilitating the energy transition at the Port of Rotterdam (2018) (50)
Flexible Decision Control in an Autonomous Trading Agent (2007) (48)
Estimating the benefits of cooperation in a residential microgrid: A data-driven approach (2016) (48)
Pushing the Limits of Rational Agents: The Trading Agent Competition for Supply Chain Management (2010) (48)
Flexible decision support in dynamic inter-organisational networks (2008) (46)
Autonomous Agents in Future Energy Markets: The 2012 Power Trading Agent Competition (2013) (45)
Consumption and Performance: Understanding Longitudinal Dynamics of Recommender Systems via an Agent-Based Simulation Framework (2019) (39)
The Power Trading Agent Competition (2011) (38)
Agent-assisted supply chain management: Analysis and lessons learned (2014) (37)
Evaluating and Optimizing Opportunity Fast-Charging Schedules in Transit Battery Electric Bus Networks (2020) (37)
Electric Vehicle Range Anxiety: An Obstacle for the Personal Transportation (R)evolution? (2019) (37)
Effective Management of Electric Vehicle Storage Using Smart Charging (2014) (34)
Sustainable Electric Vehicle Charging using Adaptive Pricing (2020) (31)
Identifying and Forecasting Economic Regimes in TAC SCM (2005) (31)
Machine Learning for Identifying Demand Patterns of Home Energy Management Systems with Dynamic Electricity Pricing (2017) (30)
Information Systems for a Smart Electricity Grid (2018) (30)
Exploring Bidder Heterogeneity in Multichannel Sequential B2B Auctions (2016) (30)
Balancing with Electric Vehicles: a Profitable Business Model (2014) (29)
Will Humans-in-the-Loop Become Borgs? Merits and Pitfalls of Working with AI (2021) (27)
A predictive empirical model for pricing and resource allocation decisions (2007) (27)
Evaluating Policies for Parking Lots Handling Electric Vehicles (2018) (25)
The economic consequences of electricity tariff design in a renewable energy era (2020) (25)
MinneTAC sales strategies for supply chain TAC (2004) (25)
Effective demand response for smart grids: Evidence from a real-world pilot (2016) (25)
The 2016 Power Trading Agent Competition (2012) (25)
Machine Learning Algorithms for Smart Electricity Markets (2013) (25)
Transitioning from the traditional to the smart grid: Lessons learned from closed-loop supply chains (2012) (23)
Smart Grid Economics: Policy Guidance Through Competitive Simulation (2010) (23)
Analysis and Design of Supply-Driven Strategies in TAC SCM (2004) (22)
The 2015 Power Trading Agent Competition (2015) (22)
Aggregating Electric Cars to Sustainable Virtual Power Plants: The Value of Flexibility in Future Electricity Markets (2015) (22)
A Multiagent Approach to Variable-Rate Electric Vehicle Charging Coordination (2015) (22)
The 2014 Power Trading Agent Competition (2014) (21)
Introducing an Agile Method for Enterprise Mash-Up Component Development (2009) (21)
A Multi-Agent Energy Trading Competition (2009) (21)
Cross-subsidies among residential electricity prosumers from tariff design and metering infrastructure (2020) (20)
Information Transparency in Business-to-Business Auction Markets: The Role of Winner Identity Disclosure (2019) (19)
Ridesharing platform entry effects on ownership-based consumption in Indonesia (2020) (19)
Smart Charging of Electric Vehicles using Reinforcement Learning (2013) (16)
Cognitive Challenges in Human-Artificial Intelligence Collaboration: Investigating the Path Toward Productive Delegation (2021) (16)
Smart Cities and Digitized Urban Management (2018) (16)
Competitive Benchmarking: Lessons Learned from the Trading Agent Competition (2012) (15)
Enabling Sustainable Smart Homes: An Intelligent Agent Approach (2014) (15)
Agent-based competitive simulation: exploring future retail energy markets (2010) (14)
The 2018 Power Trading Agent Competition (2017) (13)
Identification and prediction of economic regimes to guide decision making in multi-agent marketplaces (2007) (13)
Software architecture of the MinneTAC supply-chain trading agent (2008) (13)
Dynamic Decision Making in Sequential Business-to-Business Auctions: A Structural Econometric Approach (2019) (13)
A semantic web architecture for advocate agents to determine preferences and facilitate decision making (2008) (12)
Managing electricity price modeling risk via ensemble forecasting: The case of Turkey (2018) (12)
The 2017 Power Trading Agent Competition (2013) (11)
Adaptive Tactical Pricing in Multi-Agent Supply Chain Markets Using Economic Regimes (2015) (11)
Making green power purchase agreements more predictable and reliable for companies (2021) (11)
Flexible Decision Support in a DynamicBusiness Network (2009) (11)
Business intelligence gap analysis: a user, supplier and academic perspective (2010) (10)
Pricing mechanism for real-time balancing in regional electricity markets (2011) (10)
Optimal Prepositioning and Fleet Sizing to Maximize Profits for One-Way Transportation Companies (2017) (10)
A profitable business model for electric vehicle fleet owners (2012) (9)
A data-driven approach to managing electric vehicle charging infrastructure in parking lots (2022) (9)
Autonomous Data-Driven Decision-Making in Smart Electricity Markets (2012) (9)
Collaboration and Delegation between Humans and AI: An Experimental Investigation of the Future of Work (2019) (8)
Collaboration and Delegation between Humans and AI: An Experimental Investigation of the Future of Work (2019) (8)
Information Transparency in Multi-Channel B2B Auctions: A Field Experiment (2014) (8)
Smart Grid Challenges for Electricity Retailers (2014) (8)
A survey of agent designs for TAC SCM (2008) (8)
Collaboration and Delegation between Humans and AI: An Experimental Investigation of the Future of Work (2019) (8)
Electricity Trading Agent for EV-enabled Parking Lots (2015) (8)
Renewable Energy Technologies and Electricity Forward Market Risks (2020) (7)
TamagoCar: Using a Simulation App to explore Price Elasticity of Demand for Electricity of Electric Vehicle Users (2014) (7)
An Evolutionary Approach for Studying Heterogeneous Strategies in Electronic Markets (2003) (7)
The Sustainability Tipping Point in Electricity Markets (2017) (7)
An agent-based approach to improving resource allocation in the Dutch youth health care sector (2009) (7)
Cognitive challenges in human-AI collaboration: Investigating the path towards productive delegation (2019) (7)
Information Transparency in B2B Auction Markets: The Role of Winner Identity Disclosure (2017) (7)
Modeling household energy consumption under fixed and variable pricing (2010) (7)
An Evolutionary Framework for Large-Scale Experimentation in Multi-Agent Systems (2004) (6)
The 2020 Power Trading Agent Competition (2020) (6)
The impact of framing on consumer selection of energy tariffs (2012) (6)
Data-Driven Competitor-Aware Positioning in On-Demand Vehicle Rental Networks (2021) (6)
Energy Informatics: Designing a Discipline (and Possible Lessons for the is Community) (2013) (6)
Intelligent Personalized Trading Agents that Facilitate Real-Time Decisionmaking for Auctioneers and Buyers in the Dutch Flower Auctions (2010) (6)
Special Issue Editorial: Addressing Societal Challenges through Analytics: An ESG ICE Framework and Research Agenda (2020) (5)
A review of equity in electricity tariffs in the renewable energy era (2022) (5)
A Computational approach to predicting economic regimes in automated exchanges (2005) (5)
Analyzing Market Interactions in a Multi-agent Supply Chain Environment (2009) (5)
Learning to schedule electric vehicle charging given individual customer preferences (2014) (5)
Agent-coordinated virtual power plants of electric vehicles (2014) (5)
Agent-level determinants of price expectation formation in online double-sided auctions (2019) (5)
Product pricing using adaptive real-time probability of acceptance estimations based on economic regimes (2009) (5)
Modeling and Managing Joint Price and Volumetric Risk for Volatile Electricity Portfolios (2020) (5)
Designing a Battery-Friendly Electricity Market (2017) (4)
Detecting and Forecasting Economic Regimes in Automated Exchanges (2007) (4)
A Data-Driven Approach to Manage Charging Infrastructure for Electric Vehicles in Parking Lots (2017) (4)
Economic inefficiencies of pricing distributed generation under novel tariff designs (2022) (4)
Renewable Energy for Electric Vehicles: Price Based Charging Coordination (2012) (4)
Strategic Sales Management Guided By Economic Regimes (2006) (4)
Facilitating a Sustainable Electric Vehicle Transition through Consumer Utility Driven Pricing (2018) (4)
Measuring the Impact of Emotions on Decision-Making in Electronic Markets: A Physio-Economic Approach (2009) (4)
Coordinating Decisions in a Supply-Chain Trading Agent (2008) (4)
An evolutionary framework for studying behaviors of economic agents (2003) (4)
Smart Cities and the Role of IS Research in Improving Urban Life (2016) (4)
Multiagent System Technologies: 13th German Conference, MATES 2015, Cottbus, Germany, September 28 - 30, 2015 (2016) (4)
Towards Autonomous Decision-Making: A Probabilistic Model for Learning Multi-User Preferences (2013) (3)
Mechanism design for decentralized peer-to-peer energy trading considering heterogeneous preferences (2022) (3)
Optimal or agile? Tradeoffs between optimization and agent based methods (2009) (3)
Towards a dynamic model of supply chain regimes for complex multi-agent markets (2010) (3)
Dynamic Agent-based Scheduling of Treatments: Evidence from the Dutch Youth Health Care Sector (2015) (3)
Multiple Vickrey Auctions for Sustainable Electric Vehicle Charging (2019) (3)
Multi-Agent Systems for Energy Management (2010) (3)
Analysis of the Effects of Storage Capabilities Integration on Balancing Mechanisms in Agent-Based Smart Grids (2016) (3)
Design and Analysis of the MinneTAC-03 Supply-Chain Trading Agent (2004) (3)
A scalable preference model for autonomous decision-making (2018) (3)
An empirical model for multi-unit sequential dutch auctions: The dutch flower auctions case (2011) (3)
REAL-TIME SUPPORT FOR AUCTIONEERS TO DETERMINE OPTIMAL CLOCK START FOR MULTI-UNIT SEQUENTIAL DUTCH AUCTIONS (2009) (3)
Heterogeneous Electric Vehicle Charging Coordination: A Variable Charging Speed Approach (2019) (3)
Call for Papers - Special Issue of Information Systems Research - Market Design and Analytics (2018) (3)
Fleetpower: Creating Virtual Power Plants in Sustainable Smart Electricity Markets (2017) (3)
Designing Intelligent Software Agents for B2B Sequential Dutch Auctions: A Structural Econometric Approach (2013) (3)
An Online Learning and Optimization Approach for Competitor-Aware Management of Shared Mobility Systems (2019) (3)
Toward Human-Agent Competition in TAC SCM (2009) (3)
Dynamic Regime Identification and Prediction Based on Observed Behavior in Electronic Marketplaces (2005) (3)
Architectures for Agents in TAC SCM (2008) (3)
Envisioning and Enabling Sustainable Smart Markets (2014) (3)
Sustainable Smart Electricity Markets: Designing Tariffs Using Multi-Agent Simulation: Poster (2021) (3)
Analyzing and improving the energy balancing market in the power trading agent competition (2016) (3)
Dynamic retail market tariff design for an electricity aggregator using reinforcement learning (2022) (2)
Electric Vehicle Storage Management in Operating Reserve Auctions (2017) (2)
A Multi-Agent Energy Trading Competition. ERS-2009-054-LIS (2009) (2)
Sustainable Energy Transition: Intermittency Policy Based on Digital Mirror Actions (2022) (2)
Pricing and Resource Allocation for Intelligent Trading Agents using Economic Regimes (2007) (2)
Market-Based Multi-Agent Coordination to Manage Energy Balance in Smart Grids (2016) (2)
Fast Laplace Approximation for Gaussian Processes with a Tensor Product Kernel (2014) (2)
Call for Papers: Issue 3/2018 (2016) (2)
Decision strategies in sequential power markets with renewable energy (2022) (2)
Effects of Pre-sales Posted Price Channel on Sequential B2B Dutch Flower Auctions (2017) (2)
Siting and Sizing of Charging Infrastructure for Shared Autonomous Electric Fleets (2021) (2)
A Kalman filter approach to analyze multivariate hedonics pricing model in dynamic supply chain markets (2010) (2)
Exploring retail energy markets through competitive simulation (2010) (2)
Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis: AAMAS Workshop, AMEC 2008, Estoril, Portugal, May 12-16, 2008, and AAAI ... Notes in Business Information Processing) (2011) (2)
Economic Benefits of Smart Parking Lots (2015) (2)
Understanding longitudinal dynamics of recommender systems performance: An agent-based modeling approach (2013) (2)
Design by Competitive Benchmarking: Tackling the Smart Grid Challenge with Innovative IS Artifacts (2013) (2)
The Effect of AI Advice on Human Confidence in Decision-Making (2022) (2)
Transitioning to Intermittent Energy: The Critical Digital Transformation of the Decade (2020) (1)
Why is my bus suddenly so crowded? Spillover effects of the discontinuation of three-in-one policy in Jakarta (2021) (1)
Understanding B2B Buyer Behavior in Multichannel Markets: How Posted Price Channel Affect Buyers' Strategic Behavior in Auctions (2019) (1)
Buy it now or later: The impact of mari on multi-unit sequential dutch auctions (2012) (1)
A Boost for Urban Sustainability: Optimizing Electric Transit Bus Networks in Rotterdam (2021) (1)
Stochastic Wind Power Generation Planning in Liberalised Electricity Markets within a Heterogeneous Landscape (2022) (1)
Modeling Smart Parking Lots through a Discrete- Event Simulation (2016) (1)
Neural network based recommendation agent for determining the starting price in multi-unit sequential dutch auctions (2010) (1)
Power TAC: Software architecture for a competitive simulation of sustainable smart energy markets (2022) (1)
Should I Stay or Should I Go (2014) (1)
An action research study on the design and development of core IT artifacts for knowledge management systems (2009) (1)
The future for energy markets (2012) (1)
Identifying and predicting economic regimes in supply chains using sales and procurement information (2009) (1)
JACK: A Java Auction Configuration Kit (2012) (1)
Competitive Simulations: Lessons Learned from the Trading Agent Competition (2012) (1)
Senior Scholars' Consortium: How can IS scholars increase global sustainability, both collectively and personally? (2020) (1)
Learning sparse heterogeneous user preferences (2012) (1)
Using electric vehicle fleets as sustainable Virtual Power Plants: Evidence from a real-world setting (2014) (1)
Buyers’ Strategic Behavior in B2B Multichannel Auction Markets: When an Online Posted Price Channel Is Incorporated into a Dutch Auction System (2022) (1)
Electric Vehicles: An Agent-Based Approach to Sustainability (2015) (0)
Proceedings of the 2011 workshop on E-energy market challenge (2011) (0)
Dynamic Regime Selection and Prediction Based on Observed Behavior in Electronic Marketplaces (2010) (0)
Introduction Multi-Agent Systems for Energy Management (2010) (0)
A Decision Framework for Broker Selection in Smart Grids (2012) (0)
A scalable preference model for autonomous decision-making (2018) (0)
Smart charging of electric vehicles using intelligent software agents (2013) (0)
Sustainable electric vehicle charging: A data-driven approach (2015) (0)
Balancing Power Grids with Electric Vehicles (2020) (0)
Understanding and managing the participation of batteries in reserve electricity markets (2022) (0)
OPTIMAL or AGILE? (2009) (0)
Calibrating Users' Mental Models for Delegation to AI (2022) (0)
Should I Stay or Should I Go (2014) (0)
Using big data analytics to solve wicked problems (2016) (0)
The declining Price Anomaly in B2B Multi-channel Auction Systems (2020) (0)
WILL HUMANS-INTHE-LOOP BECOME BORGS ? MERITS AND PITFALLS OF WORKING WITH AI 1 (2021) (0)
Towards Autonomous Decision-Making (2013) (0)
Information Systems Research for Smart Sustainable Mobility: A Framework and Call for Action (2022) (0)
Online Optimization to Enable Sustainable Public Transport (2020) (0)
Ontology-Driven Decision Support in Dynamic Supply-Chains (2009) (0)
Understanding B2B buyer behavior in multichannel markets (2020) (0)
Adaptive pricing in multi-agent supply chain markets using economic regimes (2009) (0)
Dynamic peak demand pricing under uncertainty in an agent-based retail energy market (2016) (0)
Computational Intelligence for Finance and Economics (2010) (0)
IEEMC'11 chairs' welcome (2011) (0)
Designing Hybrid Mechanisms to Overcome Congestion in Sequential Dutch Auctions (2022) (0)
Impact of Product Consumption Patterns on Recommender Systems Performance : An Agent-Based Modeling Approach (2012) (0)
The Effect of Posted Prices on Auction Prices: An Empirical Investigation of a Multi-channel B2B Market (2021) (0)
Revised Selected Papers of the 13th German Conference on Multiagent System Technologies - Volume 9433 (2015) (0)
The Impact of Price and Quantity Information of an Online Pre-sales Channel on Dutch Auctions Performance (2020) (0)
SmartRate: a rating interpretation mechanism for agents in smart grid markets (2012) (0)
Multi-agent systems and their role in future energy grids (Dagstuhl Seminar 14181) (2014) (0)
Challenges for Software Agents Supporting Decision-Makers in Trading Flowers Worldwide (2011) (0)
To Substitute or to Supplement? - Investigating the Heterogeneous Effects of Electric Scooter Platform Introduction on Micromobility (2020) (0)
Factors influencing demand in free-floating vehicle sharing platforms: Real-World evidence from multimodality (2021) (0)
Session details: Session M2: mechanisms and institutions I (2007) (0)
KES-AMSTA 2012 6th International KES Conference on Agents and Multi-agent Systems – Technologies and Applications (2012) (0)
Improving the Performance of the Winner Determination Process in Multi-Agent Contracting (2004) (0)
Sustainability vs. Price: Analysis of Electric Multi-Modal Vehicle Sharing Systems under Substitution Effects (2022) (0)
Strategic Sales Management in an Autonomous Trading Agent for TAC SCM (2006) (0)
A Real-Time Decision Support System to Improve Operations in Sustainable Transit Bus Networks (2022) (0)
Cross-subsidies Among Residential Prosumers from Tariff Design and Metering Infrastructure (2019) (0)
Forecasting prices in dynamic heterogeneous product markets using multivariate prediction methods (2011) (0)
Driver assistance system for particular motorcycles (2007) (0)
An Evolutionary Framework for Determining Heterogeneous Strategies in Multi-Agent Marketplaces (2008) (0)
Time-dependent electricity pricing using variable announcement horizons (2020) (0)
Multi-agent systems and their role in future energy grids (2014) (0)
A reinforcement learning approach to autonomous decision-making in smart electricity markets (2013) (0)
Smart Grid Challenges for Electricity Retailers (2014) (0)
DESIGNING INTELLIGENT SOFTWARE AGENTS FOR SEQUENTIAL B 2 B AUCTIONS : A STRUCTURAL ECONOMETRIC APPROACH (2014) (0)
AAAI 2008 Workshop Reports (2009) (0)
Exploring User Heterogeneity in Human Delegation Behavior towards AI (2021) (0)
Call for Papers: Issue 3/2018 (2016) (0)
Education (2015) (0)
To Differentiate Or Not To Differentiate? The Role of Product Characteristics in the Sharing Economy (2022) (0)
Variable-rate Pricing of Electric Vehicle Charging ; Exploring consumer behavior using TamagoCar app (2015) (0)
Smart Markets for Real-Time Allocation of Multi-Product Resources: The Case of Shared Electric Vehicles (2019) (0)
Cooperative Learning for Smart Charging of Shared Autonomous Vehicle Fleets (2022) (0)
GUIDELINES FOR EVALUATING INFRASTRUCTURE INVESTMENT PLANNING (2021) (0)
Increasing social welfare and individual savings using economic incentives for electric vehicles (2012) (0)
Economic Regime identification and prediction in TAC SCM using sales and procurement information (2009) (0)
Should I Stay or Should I Go (2014) (0)
Welcome note from chair of SG-TEP 2012 (2012) (0)

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What Schools Are Affiliated With Wolfgang Ketter?

Wolfgang Ketter is affiliated with the following schools: