Dirk Neumann

According to our database1, Dirk Neumann authored at least 172 papers between 2002 and 2018.

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Bibliography

2018
Smart Cities and Digitized Urban Management.
Business & Information Systems Engineering, 2018

Transfer Learning versus Multiagent Learning regarding Distributed Decision-Making in Highway Traffic.
Proceedings of the Tenth International Workshop on Agents in Traffic and Transportation (ATT 2018) co-located with with the Federated Artificial Intelligence Meeting, 2018

Dynamics of Blockchain Implementation - A Case Study from the Energy Sector.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

A sentiment analysis-based machine learning approach for financial market prediction via news disclosures.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017
How a Traditional Company Seeded New Analytics Capabilities.
MIS Quarterly Executive, 2017

Crossing the next frontier: the role of ICT in driving the financialization of credit.
JIT, 2017

Social media analytics and value creation in urban smart tourism ecosystems.
Information & Management, 2017

Making the most of fleets: A profit-maximizing multi-vehicle pickup and delivery selection problem.
European Journal of Operational Research, 2017

Electronic mobility market platforms - a review of the current state and applications of business analytics.
Electronic Markets, 2017

Moving in time and space - Location intelligence for carsharing decision support.
Decision Support Systems, 2017

Language That Matters: Statistical Inferences for Polarity Identification in Natural Language.
CoRR, 2017

Understanding Negations in Information Processing: Learning from Replicating Human Behavior.
CoRR, 2017

Intermodal Mobility.
Business & Information Systems Engineering, 2017

Understanding Consumer Behavior in Electronic Commerce with Image Sentiment.
Proceedings of the Towards Thought Leadership in Digital Transformation: 13. Internationale Tagung Wirtschaftsinformatik, 2017

Setting the Right Tone: How Data Science Enables Investor Communication to Choose the Right Language.
Proceedings of the Towards Thought Leadership in Digital Transformation: 13. Internationale Tagung Wirtschaftsinformatik, 2017

How The Market Can Detect Its Own Mispricing - A Sentiment Index To Detect Irrational Exuberance.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

2016
Negation scope detection in sentiment analysis: Decision support for news-driven trading.
Decision Support Systems, 2016

Sharing is Caring - Understanding the Relationship Between the Sharing Economy and Sustainable Mobility.
Proceedings of the International Conference on Information Systems, 2016

Is Human Information Processing Affected by Emotional Content? Understanding The Role of Facts and Emotions in the Stock Market.
Proceedings of the International Conference on Information Systems, 2016

Bringing Analytics into Practice: Evidence from the Power Sector.
Proceedings of the International Conference on Information Systems, 2016

Detecting Negation Scopes for Financial News Sentiment Using Reinforcement Learning.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Decision Model for Sustainable Electricity Procurement Using Nationwide Demand Response.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Analysis of How Underlying Topics in Financial News Affect Stock Prices Using Latent Dirichlet Allocation.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Say It at the Right Time: Publication Time of Financial News.
Proceedings of the Enterprise Applications, Markets and Services in the Finance Industry, 2016

Enhancing Municipal Analytics Capabilities to Enable Sustainable Urban Transportation.
Proceedings of the 24th European Conference on Information Systems, 2016

Business Intelligence for Business Processes: the Case of IT Incident Management.
Proceedings of the 24th European Conference on Information Systems, 2016

An Open Door May Tempt a Saint - Data Analytics for Spatial Criminology.
Proceedings of the 24th European Conference on Information Systems, 2016

2015
Chasing Lemmings: Modeling IT-Induced Misperceptions About the Strategic Situation as a Reason for Flash Crashes.
J. of Management Information Systems, 2015

Putting Big Data analytics to work: Feature selection for forecasting electricity prices using the LASSO and random forests.
Journal of Decision Systems, 2015

Revenue management for Cloud computing providers: Decision models for service admission control under non-probabilistic uncertainty.
European Journal of Operational Research, 2015

IS-Centric Business Models for a Sustainable Economy - The Case of Electric Vehicles as Energy Storage.
Proceedings of the Smart Enterprise Engineering: 12. Internationale Tagung Wirtschaftsinformatik, 2015

Data Analytics for Location-Based Services: Enabling User-Based Relocation of Carsharing Vehicles.
Proceedings of the International Conference on Information Systems, 2015

Information Processing of Foreign Exchange News: Extending the Overshooting Model to Include Qualitative Information from News Sentiment.
Proceedings of the International Conference on Information Systems, 2015

Data Analytics in Free-Floating Carsharing: Evidence from the City of Berlin.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Enhancing Sentiment Analysis of Financial News by Detecting Negation Scopes.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Do Investors Read Too Much into News? How News Sentiment Causes Price Formation.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Generating Domain-Specific Dictionaries using Bayesian Learning.
Proceedings of the 23rd European Conference on Information Systems, 2015

Is News Sentiment More Than Just Noise?
Proceedings of the 23rd European Conference on Information Systems, 2015

2014
Energieinformatik - Aktuelle und zukünftige Forschungsschwerpunkte.
Wirtschaftsinformatik, 2014

Informationsunschärfe in Big Data - Erkenntnisse aus sozialen Medien in Stadtgebieten.
Wirtschaftsinformatik, 2014

Emergency response in natural disaster management: Allocation and scheduling of rescue units.
European Journal of Operational Research, 2014

Energy Informatics - Current and Future Research Directions.
Business & Information Systems Engineering, 2014

Taming Uncertainty in Big Data - Evidence from Social Media in Urban Areas.
Business & Information Systems Engineering, 2014

In Free-Float: How Decision Analytics Paves the Way for the Carsharing Revolution.
Proceedings of the International Conference on Information Systems, 2014

Long- and Short-Term Impact of News Messages on House Prices: A Comparative Study of Spain and the United States.
Proceedings of the International Conference on Information Systems, 2014

Crime Mapping through Geo-Spatial Social Media Activity.
Proceedings of the International Conference on Information Systems, 2014

The Emergence of Intra-Organizational Communities of Operations: Evidence from the Software Industry.
Proceedings of the International Conference on Information Systems, 2014

Accelerating Combinatorial Clock Auctions Using Bid Ranges.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

News Processing during Speculative Bubbles: Evidence from the Oil Market.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

When Common Knowledge Becomes Common Doubt - Modeling IT-Induced Ambiguities about the Strategic Situation as Reasons for Flash Crashes.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Finding Evidence of Irrational Exuberance in the Oil Market.
Proceedings of the Enterprise Applications and Services in the Finance Industry, 2014

Evaluation of News-Based Trading Strategies.
Proceedings of the Enterprise Applications and Services in the Finance Industry, 2014

Smart City Planning - Developing an Urban Charging Infrastructure for Electric Vehicles.
Proceedings of the 22st European Conference on Information Systems, 2014

Predictive Analytics for electricity prices using Feed-INS from renewables.
Proceedings of the 22st European Conference on Information Systems, 2014

Investigating Crime-to-Twitter Relationships in Urban Environments - Facilitating a Virtual Neighborhood Watch.
Proceedings of the 22st European Conference on Information Systems, 2014

2013
Welfare, labor supply and heterogeneous preferences: evidence for Europe and the US.
Social Choice and Welfare, 2013

Assignments of Collaborative Rescue Units during Emergency Response.
IJISCRAM, 2013

Automated news reading: Stock price prediction based on financial news using context-capturing features.
Decision Support Systems, 2013

A Household-Oriented Approach to The Benefits of Vehicle-To-Grid-Capable Electric Vehicles.
Proceedings of the 11. Internationale Tagung Wirtschaftsinformatik, 2013

Optimal location of charging stations in smart cities: A points of interest based approach.
Proceedings of the International Conference on Information Systems, 2013

News or Noise? How News Drives Commodity Prices.
Proceedings of the International Conference on Information Systems, 2013

Shaping a Sustainable Society: How Information Systems Utilize Hidden Synergies between Green Technologies.
Proceedings of the International Conference on Information Systems, 2013

Cost-Aware On-Demand Resource Provisioning in Clouds.
Proceedings of the International Conference on Information Systems, 2013

Early Warning of Impending Oil Crises Using the Predictive Power of Online News Stories.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Decision Modeling for Assignments of Collaborative Rescue Units during Emergency Response.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Reading All the News at the Same Time: Predicting Mid-term Stock Price Developments Based on News Momentum.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Beyond Mobility - An Energy Informatics Business Model For Vehicles In The Electric Age.
Proceedings of the 21st European Conference on Information Systems, 2013

Is More Information Better Than Less? Understanding The Impact Of Demand Response Mechanisms In Energy Markets.
Proceedings of the 21st European Conference on Information Systems, 2013

Online Load Analysis For Automated Request-Quota Controlling In Clouds.
Proceedings of the 21st European Conference on Information Systems, 2013

Design Science in Practice: Designing an Electricity Demand Response System.
Proceedings of the Design Science at the Intersection of Physical and Virtual Design, 2013

2012
A Fuzzy Decision Support Model for Natural Disaster Response under Informational Uncertainty.
IJISCRAM, 2012

Energy-aware workload management models for operation cost reduction in data centers.
European Journal of Operational Research, 2012

Towards an Oil Crisis Early Warning System based on Absolute News Volume.
Proceedings of the International Conference on Information Systems, 2012

Information Processing in Electronic Markets: Measuring Subjective Interpretation Using Sentiment Analysis.
Proceedings of the International Conference on Information Systems, 2012

Efficient and Flexible Management of Enterprise Information Systems.
Proceedings of the International Conference on Information Systems, 2012

Reducing Price Uncertainty through Demand Side Management.
Proceedings of the International Conference on Information Systems, 2012

Road to 2020: IS-Supported Business Models for Electric Mobility and Electrical Energy Markets.
Proceedings of the International Conference on Information Systems, 2012

Revenue Management for Cloud Providers-A Policy-Based Approach under Stochastic Demand.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

Risk-Aware Service Level Agreement Design for Enterprise Information Systems.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

Automated News Reading: Stock Price Prediction Based on Financial News Using Context-Specific Features.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

Cloud Service Revenue Management.
Proceedings of the 20th European Conference on Information Systems, 2012

Autonomic Management of Software as a Service Systems with Multiple Quality of Service Classes.
Proceedings of the 20th European Conference on Information Systems, 2012

The Position-Aware-Market: Optimizing Freight Delivery for Less-Than-Truckload Transportation.
Proceedings of the 18th Americas Conference on Information Systems, 2012

Green Facility Location - A Case Study.
Proceedings of the 18th Americas Conference on Information Systems, 2012

2011
Comparing ingress and egress detection to secure interdomain routing: An experimental analysis.
ACM Trans. Internet Techn., 2011

SLA Based Dynamic Provisioning of Cloud Resource in OLTP Systems.
Proceedings of the E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life, 2011

Impact of Recommendations on Advertising-Based Revenue Models.
Proceedings of the E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life, 2011

Dynamic Service Level Agreement Management for Efficient Operation of Elastic Information Systems.
Proceedings of the International Conference on Information Systems, 2011

Strategic Decision Support for Smart-Leasing Infrastructure-as-a-Service.
Proceedings of the International Conference on Information Systems, 2011

Automated control for elastic n-tier workloads based on empirical modeling.
Proceedings of the 8th International Conference on Autonomic Computing, 2011

Impact of Feature Selection and Feature Types on Financial Stock Price Prediction.
Proceedings of the KDIR 2011, 2011

Reducing datacenter energy usage through efficient job allocation.
Proceedings of the 19th European Conference on Information Systems, 2011

2010
A new Lamarckian genetic algorithm for flexible ligand-receptor docking.
Journal of Computational Chemistry, 2010

Software als Institution und ihre Gestaltbarkeit.
Informatik Spektrum, 2010

Market-based pricing in grids: On strategic manipulation and computational cost.
European Journal of Operational Research, 2010

Automated bidding in computational markets: an application in market-based allocation of computing services.
Autonomous Agents and Multi-Agent Systems, 2010

CloudXplor: a tool for configuration planning in clouds based on empirical data.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Towards Autonomic Cost-Aware Allocation of Cloud Resources.
Proceedings of the International Conference on Information Systems, 2010

A Service Request Acceptance Model for Revenue Optimization - Evaluating Policies Using a Web Based Resource Management Game.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

Datacenter Investment Support System (DAISY).
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

The Impact of Collaboration Network Structure on Issue Tracking's Process Efficiency at a Large Business Software Vendor.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

Applying Heuristic Methods for Job Scheduling in Storage Markets.
Proceedings of the 18th European Conference on Information Systems, 2010

From "Take-It-or-Leave-It" Offers to "Take-It-or-Be-Left-Out" Ultimatum: A Trade Mechanism for Online Services.
Proceedings of the 18th European Conference on Information Systems, 2010

Mitigating the Effects of Partial Resource Failures for Cloud Providers.
Proceedings of the Sustainable IT Collaboration Around the Globe. 16th Americas Conference on Information Systems, 2010

2009
A new method for the gradient-based optimization of molecular complexes.
Journal of Computational Chemistry, 2009

Prioritization of Software Process Improvements - A COQUALMO-based Case Study and Derived Decision Support Scheme.
Proceedings of the ICSOFT 2009, 2009

Management of Cloud Infastructures: Policy-Based Revenue Optimization.
Proceedings of the International Conference on Information Systems, 2009

Serious Gaming for the Evaluation of Market Mechanisms.
Proceedings of the International Conference on Information Systems, 2009

Taming Energy Costs of Large Enterprise Systems Through Adaptive Provisioning.
Proceedings of the International Conference on Information Systems, 2009

A Real Options Model for Risk Hedging in Grid Computing Scenarios.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009

DEEP-SaM - Energy-Efficient Provisioning Policies for Computing Environments.
Proceedings of the Grid Economics and Business Models, 6th International Workshop, 2009

A model of preference elicitation: The case of distributed resource allocation.
Proceedings of the 17th European Conference on Information Systems, 2009

Making money with clouds: Revenue optimization through automated policy decisions.
Proceedings of the 17th European Conference on Information Systems, 2009

Game-theoretic analysis of pay-as-bid mechanisms.
Proceedings of the 17th European Conference on Information Systems, 2009

Fostering efficiency of computational resource allocation - Integrating information services into markets.
Proceedings of the 17th European Conference on Information Systems, 2009

2008
BALLDock/SLICK: A New Method for Protein-Carbohydrate Docking.
Journal of Chemical Information and Modeling, 2008

A Framework for Commercial Grids - Economic and Technical Challenges.
J. Grid Comput., 2008

Trading grid services - a multi-attribute combinatorial approach.
European Journal of Operational Research, 2008

Bridging the Adoption Gap - Developing a Roadmap for Trading in Grids.
Electronic Markets, 2008

GreedEx - a scalable clearing mechanism for utility computing.
Electronic Commerce Research, 2008

Planning and Pricing of Service Mashups.
Proceedings of the 10th IEEE International Conference on E-Commerce Technology (CEC 2008) / 5th IEEE International Conference on Enterprise Computing, 2008

Load Shifting Agents for Automated Demand Side Management in Micro Energy Grids.
Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008

Situated Decision Support for Managing Service Level Agreement Negotiations.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

A Discriminatory Pay-as-Bid Mechanism for Efficient Scheduling in the Sun N1 Grid Engine.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Collaborative Continuous Service Engineering: A Case Study in a Financial Service Environment.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

A Market Mechanism for Energy Allocation in Micro-CHP Grids.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Using k-Pricing for Penalty Calculation in Grid Market.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Harnessing migrations in a market-based grid OS.
Proceedings of the 9th IEEE/ACM International Conference on Grid Computing (Grid 2008), Tsukuba, Japan, September 29, 2008

SORMA - Business Cases for an Open Grid Market: Concept and Implementation.
Proceedings of the Grid Economics and Business Models, 5th International Workshop, 2008

Rational Bidding Using Reinforcement Learning.
Proceedings of the Grid Economics and Business Models, 5th International Workshop, 2008

Semi-Automated Provisioning and Usage of Configurable Web Services.
Proceedings of the 16th European Conference on Information Systems, 2008

Provisioning of Service Mashup Topologies.
Proceedings of the 16th European Conference on Information Systems, 2008

Reputation-Based Pricing for Grid Computing in E-Science.
Proceedings of the 16th European Conference on Information Systems, 2008

Emotions in Electronic Auctions - A Physio-Economic Approach on Information Systems.
Proceedings of the 16th European Conference on Information Systems, 2008

2007
Combinatorial exchanges for coordinating grid services.
SIGecom Exchanges, 2007

Combination of biometric data and learning algorithms for both generation and application of a secure communication link.
Integrated Computer-Aided Engineering, 2007

Economically Enhanced Resource Management for Internet Service Utilities.
Proceedings of the Web Information Systems Engineering, 2007

Decentralized Online Resource Allocation for DynamicWeb Service Applications.
Proceedings of the 9th IEEE International Conference on E-Commerce Technology (CEC 2007) / 4th IEEE International Conference on Enterprise Computing, 2007

Second-Best Combinatorial Auctions - The Case of the Pricing-Per-Column Mechanism.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

SORMA - Building an Open Grid Market for Grid Resource Allocation.
Proceedings of the Grid Economics and Business Models, 4th International Workshop, 2007

A Truthful Heuristic for Efficient Scheduling in Network-Centric Grid OS.
Proceedings of the Fifteenth European Conference on Information Systems, 2007

Knowledge-Driven Selection of Market Mechanisms in E-Procurement.
Proceedings of the Fifteenth European Conference on Information Systems, 2007

Token Exchange System as incentive mechanism for e-Science Grid.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

Bridging the Grid Adoption Gap - Developing a Roadmap for Trading Grids.
Proceedings of the 20th Bled eConference: eMergence: Merging and Emerging Technologies, 2007

A Pay-as-Bid Mechanism for Pricing Utility Computing.
Proceedings of the 20th Bled eConference: eMergence: Merging and Emerging Technologies, 2007

Rightsizing of Incentives for Collaborative e-Science Grid Applications with TES.
Proceedings of the 20th Bled eConference: eMergence: Merging and Emerging Technologies, 2007

2006
WI-Aktuell.
Wirtschaftsinformatik, 2006

Distributed ascending proxy auction - A cryptographic approach.
Wirtschaftsinformatik, 2006

Grid-Economics.
Wirtschaftsinformatik, 2006

Image retrieval and perceptual similarity.
TAP, 2006

A Fully Computational Model for Predicting Percutaneous Drug Absorption.
Journal of Chemical Information and Modeling, 2006

SLICK - Scoring and Energy Functions for Protein-Carbohydrate Interactions.
Journal of Chemical Information and Modeling, 2006

Preface to the Focus Theme Section: 'Financial Market Engineering'.
Electronic Markets, 2006

Germany: computer-aided market engineering.
Commun. ACM, 2006

On Human Factors for Interactive Man-Machine Vision: Requirements of the Neural Visual System to transform Objects into Percepts.
Proceedings of the International Joint Conference on Neural Networks, 2006

Development of a Neural Net-Based, Personalized Secure Communication Link.
Proceedings of the Artificial Neural Networks, 2006

Using Blueprints for Engineering Electronic Market Services.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

Automated bidding for trading grid services.
Proceedings of the Fourteenth European Conference on Information Systems, 2006

Engineering Grid Markets.
Proceedings of the Negotiation, 2006

Engineering Grid Markets.
Proceedings of the Negotiation and Market Engineering, 12.11. - 17.11.2006, 2006

Shaman: Software and Human Agents in Multiattribute Auctions and Negotiations.
Proceedings of the Negotiation, 2006

On Comparison of Mechanisms of Economic and Social Exchanges: The Times Model.
Proceedings of the Negotiation, 2006

On Comparison of Mechanisms of Economic and Social Exchanges: The Times Model.
Proceedings of the Negotiation and Market Engineering, 12.11. - 17.11.2006, 2006

A Decision Support System for Choosing Market Mechanisms in e-Procurement.
Proceedings of the Negotiation, 2006

2005
Catallaxy-based Grid markets.
Multiagent and Grid Systems, 2005

CAME - A Tool Set for Configuring Electronic Markets.
Proceedings of the 13th European Conference on Information Systems, 2005

2004
Neural Information Processing Efforts to Restore Vision in the Blind.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

A Minimal Market Model in Ephemeral Markets.
Proceedings of the Applying Formal Methods: Testing, Performance and M/ECommerce, 2004

2003
Market-Engineering.
Wirtschaftsinformatik, 2003

2002
Towards a Generic e-Market Design.
Proceedings of the Towards The Knowledge Society: eCommerce, 2002

Agent-based Bidding in Electronic Markets.
Proceedings of the Towards The Knowledge Society: eCommerce, 2002

Domain-Independent eNegotiation Design: Prospects, Methods, and Challenges.
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002


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