Overcoming Anchoring Bias: The Potential of AI and XAI-based Decision Support. - Haag, Felix; Stingl, Carlo; Zerfass, Katrin; Hopf, Konstantin; Staake, Thorsten (CoRR, 2024)

Value creation from analytics with limited data: a case study on the retailing of durable consumer goods. - Hopf, Konstantin; Weigert, Andreas; Staake, Thorsten (J. Decis. Syst., 2023)

Meta-Regression Analysis of Errors in Short-Term Electricity Load Forecasting. - Hopf, Konstantin; Hartstang, Hannah; Staake, Thorsten (2023)

Information Systems Research for the Next Generation: Child-Centricity in a Digital World. - Graichen, Joanna; Staake, Thorsten (2023)

Overcoming Anchoring Bias: The Potential of AI and XAI-based Decision Support. - Haag, Felix; Stingl, Carlo; Zerfass, Katrin; Hopf, Konstantin; Staake, Thorsten (2023)

Disaggregation of Heat Pump Load Profiles From Low-Resolution Smart Meter Data. - Brudermueller, Tobias; Breer, Fabian; Staake, Thorsten (2023)

Addressing Learners' Heterogeneity in Higher Education: An Explainable AI-based Feedback Artifact for Digital Learning Environments. - Haag, Felix; Günther, Sebastian A.; Hopf, Konstantin; Handschuh, Philipp; Klose, Maria; Staake, Thorsten (2023)

Meta-Regression Analysis of Errors in Short-Term Electricity Load Forecasting. - Hopf, Konstantin; Hartstang, Hannah; Staake, Thorsten (CoRR, 2023)

Augmented Cross-Selling Through Explainable AI - A Case From Energy Retailing. - Haag, Felix; Hopf, Konstantin; Vasconcelos, Pedro Menelau; Staake, Thorsten (2022)

The Behavioral Mechanisms Behind Feedback - A Preliminary Model for Quantifying Cause-Effect Relationships. - Stingl, Carlo; Günther, Sebastian A.; Staake, Thorsten (2022)

No Longer Without a Reward: Do Digital Rewards Crowd Out Intrinsic Motivation of Young Children? - Graichen, Joanna; Stingl, Carlo; Günther, Sebastian A.; Staake, Thorsten; Pakarinen, Anni; Rosio, Riitta; Salanterä, Sanna (2022)

Automatic Differentiation of Variable and Fixed Speed Heat Pumps With Smart Meter Data. - Brudermueller, Tobias; Wirth, Florian; Weigert, Andreas; Staake, Thorsten (2022)

Augmented cross-selling through explainable AI - a case from energy retailing. - Haag, Felix; Hopf, Konstantin; Vasconcelos, Pedro Menelau; Staake, Thorsten (CoRR, 2022)

Research Method Classification with Deep Transfer Learning for Semi-Automatic Meta-Analysis of Information Systems Papers. - Anisienia, Anna; Mueller, Roland M.; Kupfer, Anna; Staake, Thorsten (2021)

A Feedback Information System for Improving Hand Hygiene on a Personal and Organizational Level. - Stingl, Carlo; Günther, Sebastian A.; Staake, Thorsten (2021)

Detection of heat pumps from smart meter and open data. - Weigert, Andreas; Hopf, Konstantin; Weinig, Nicolai; Staake, Thorsten (Energy Inform., 2020)

Leveraging Social Norms to Encourage Online Learning: Empirical Evidence from a Blended Learning Course. - Günther, Sebastian A.; Veihelmann, Tobias; Staake, Thorsten (2020)

Empowering personalized feedback on hot water usage: a field study with shower meters. - Günther, Sebastian A.; Stingl, Carlo; Coroama, Vlad C.; Schöb, Samuel; Staake, Thorsten (2020)

Enhancing energy efficiency in the residential sector with smart meter data analytics. - Hopf, Konstantin; Sodenkamp, Mariya A.; Staake, Thorsten (Electron. Mark., 2018)

Explaining and predicting annual electricity demand of enterprises - a case study from Switzerland. - Stingl, Carlo; Hopf, Konstantin; Staake, Thorsten (Energy Inform., 2018)

NIWM: non-intrusive water monitoring to uncover heat energy use in households. - Schöb, Samuel; Günther, Sebastian A.; Regensburger, Karl; Staake, Thorsten (Comput. Sci. Res. Dev., 2018)

Overcoming Salience Bias: How Real-Time Feedback Fosters Resource Conservation. - Tiefenbeck, Verena; Goette, Lorenz; Degen, Kathrin; Tasic, Vojkan; Fleisch, Elgar; Lalive, Rafael; Staake, Thorsten (Manag. Sci., 2018)

Eco-Feedback Interventions: Selective Attention and Actual Behavior Change. - Ableitner, Liliane; Tiefenbeck, Verena; Fleisch, Elgar; Staake, Thorsten (2018)

The Ambiguous Boundary Between Professional and Private Use of Information Systems: A Bibliometric Analysis. - Kupfer, Anna; Tiefenbeck, Verena; Staake, Thorsten (2018)

Providing primary frequency control with residential scale photovoltaic-battery systems. - Schopfer, Sandro; Tiefenbeck, Verena; Fleisch, Elgar; Staake, Thorsten (Comput. Sci. Res. Dev., 2017)

Predictive Customer Data Analytics - The Value of Public Statistical Data and the Geographic Model Transferability. - Hopf, Konstantin; Riechel, Sascha Jonas; Sodenkamp, Mariya A.; Staake, Thorsten (2017)

A decision support system for photovoltaic potential estimation. - Hopf, Konstantin; Kormann, Michael; Sodenkamp, Mariya A.; Staake, Thorsten (2017)

Smart Meter Data Analytics for Enhanced Energy Efficiency in the Residential Sector. - Sodenkamp, Mariya A.; Kozlovskiy, Ilya; Hopf, Konstantin; Staake, Thorsten (2017)

Supervised classification with interdependent variables to support targeted energy efficiency measures in the residential sector. - Sodenkamp, Mariya A.; Kozlovskiy, Ilya; Staake, Thorsten (Decis. Anal., 2016)

Editorial for the third D-A-CH conference on energy informatics. - Staake, Thorsten; Appelrath, Hans-Jürgen (Comput. Sci. Res. Dev., 2016)

Feature extraction and filtering for household classification based on smart electricity meter data. - Hopf, Konstantin; Sodenkamp, Mariya A.; Kozlovskiy, Ilya; Staake, Thorsten (Comput. Sci. Res. Dev., 2016)

Energy informatics for behavioral change. - Lossin, Felix; Loder, Allister; Staake, Thorsten (Comput. Sci. Res. Dev., 2016)

Energy Informatics for Environmental, Economic and Societal Sustainability: a Case of the Large-Scale Detection of Households with Old heating Systems. - Kozlovskiy, Ilya; Sodenkamp, Mariya A.; Hopf, Konstantin; Staake, Thorsten (2016)

Incentives to Go Green: an Empirical Investigation of monetary and Symbolic Rewards to MO-Tivate Energy savings. - Lossin, Felix; Kozlovskiy, Ilya; Sodenkamp, Mariya A.; Staake, Thorsten (2016)

Long-lasting effects or Short-Term Spark? On the Persistence of behaviour Change induced by Real-Time feedback on Resource Consumption. - Tiefenbeck, Verena; Tasic, Vojkan; Schöb, Samuel; Staake, Thorsten (2016)

ICT-based interventions for water and heat energy conservation. - Staake, Thorsten; Kupfer, Anna (2016)

Energieinformatik. - Staake, Thorsten; Appelrath, Hans-Jürgen (Inform. Spektrum, 2015)

Short-term Spark or Sustained Impact? Investigating the Long-term Effect of Real-time Feedback. - Tasic, Vojkan; Tiefenbeck, Verena; Schöb, Samuel; Staake, Thorsten (2015)

Data-Based Assessment of Plug-in Electric Vehicle Driving. - Wenig, Jürgen; Sodenkamp, Mariya A.; Staake, Thorsten (2015)

Gaining IS Business Value through Big Data Analytics: A Case Study of the Energy Sector. - Sodenkamp, Mariya A.; Kozlovskiy, Ilya; Staake, Thorsten (2015)

Automated customer segmentation based on smart meter data with temperature and daylight sensitivity. - Beckel, Christian; Sadamori, Leyna; Santini, Silvia; Staake, Thorsten (2015)

MobileCoach: A novel open source platform for the design of evidence-based, scalable and low-cost behavioral health interventions: Overview and preliminary evaluation in the public health context. - Filler, Andreas; Kowatsch, Tobias; Haug, Severin; Wahle, Fabian; Staake, Thorsten; Fleisch, Elgar (2015)

Energy Informatics - Current and Future Research Directions. - Goebel, Christoph; Jacobsen, Hans-Arno; Razo, Victor del; Doblander, Christoph; Rivera, José; Ilg, Jens P.; Flath, Christoph M.; Schmeck, Hartmut; Weinhardt, Christof; Pathmaperuma, Daniel; Appelrath, Hans-Jürgen; Sonnenschein, Michael; et al. (Bus. Inf. Syst. Eng., 2014)

Energieinformatik - Aktuelle und zukünftige Forschungsschwerpunkte. - Goebel, Christoph; Jacobsen, Hans-Arno; Razo, Victor del; Doblander, Christoph; Rivera, José; Ilg, Jens P.; Flath, Christoph M.; Schmeck, Hartmut; Weinhardt, Christof; Pathmaperuma, Daniel; Appelrath, Hans-Jürgen; Sonnenschein, Michael; et al. (Wirtschaftsinf., 2014)

The ECO data set and the performance of non-intrusive load monitoring algorithms. - Beckel, Christian; Kleiminger, Wilhelm; Cicchetti, Romano; Staake, Thorsten; Santini, Silvia (2014)

Evaluation and aggregation of pay-as-you-drive insurance rate factors: A classification analysis approach. - Paefgen, Johannes; Staake, Thorsten; Thiesse, Frédéric (Decis. Support Syst., 2013)

Motivating Energy-Efficient Behavior with Green IS: An Investigation of Goal Setting and the Role of Defaults. - Loock, Claire-Michelle; Staake, Thorsten; Thiesse, Frédéric (MIS Q., 2013)

Are domestic load profiles stable over time? An attempt to identify target households for demand side management campaigns. - Cao, Hông-Ân; Beckel, Christian; Staake, Thorsten (2013)

Mechatronics to drive environmental sustainability: Measuring, visualizing and transforming consumer patterns on a large scale. - Tiefenbeck, Verena; Tasic, Vojkan; Schöb, Samuel; Staake, Thorsten (2013)

Occupancy Detection from Electricity Consumption Data. - Kleiminger, Wilhelm; Beckel, Christian; Staake, Thorsten; Santini, Silvia (2013)

PowerPedia: changing energy usage with the help of a community-based smartphone application. - Weiss, Markus; Staake, Thorsten; Mattern, Friedemann; Fleisch, Elgar (Pers. Ubiquitous Comput., 2012)

Improving device-level electricity consumption breakdowns in private households using ON/OFF events. - Beckel, Christian; Kleiminger, Wilhelm; Staake, Thorsten; Santini, Silvia (SIGBED Rev., 2012)

Providing eco-driving feedback to corporate car drivers: what impact does a smartphone application have on their fuel efficiency? - Tulusan, Johannes; Staake, Thorsten; Fleisch, Elgar (2012)

The Influence of Reference Frame and Population Density on the Effectiveness of Social Normative Feedback on Electricity Consumption. - Loock, Claire-Michelle; Landwehr, Jan R.; Staake, Thorsten; Fleisch, Elgar; Pentland, Alex (2012)

Resolving the Misalignment between Consumer Privacy Concerns and Ubiquitous IS Design: The Case of Usage-based Insurance. - Paefgen, Johannes; Staake, Thorsten; Thiesse, Frédéric (2012)

Self-powered water meter for direct feedback. - Tasic, Vojkan; Staake, Thorsten; Stiefmeier, Thomas; Tiefenbeck, Verena; Fleisch, Elgar; Tröster, Gerhard (2012)

Direct or indirect sensor enabled eco-driving feedback: Which preference do corporate car drivers have? - Tulusan, Johannes; Staake, Thorsten; Fleisch, Elgar (2012)

Einsatz ubiquitärer Informationssysteme in der Versicherungswirtschaft: Gestaltung von Pay-Per-Risk Tarifierungsmodellen. - Paefgen, Johannes; Skorna, Alexander C. H.; Staake, Thorsten; Fleisch, Elgar (2012)

Leveraging smart meter data to recognize home appliances. - Weiss, Markus; Helfenstein, Adrian; Mattern, Friedemann; Staake, Thorsten (2012)

Improving residential energy consumption at large using persuasive systems. - Graml, Tobias; Loock, Claire-Michelle; Baeriswyl, Michael; Staake, Thorsten (2011)

Identifying individuals' preferences using games: A field experiment in promoting sustainable energy consumption. - Baeriswyl, Michael; Przepiorka, Wojtek; Staake, Thorsten (2011)

The effects of user identity and sanctions in online communities on real-world behavior. - Baeriswyl, Michael; Staake, Thorsten; Loock, Claire-Michelle (2011)

Green IS Design and Energy Conservation: An Empirical Investigation of Social Normative Feedback. - Loock, Claire-Michelle; Staake, Thorsten; Landwehr, Jan R. (2011)

Eco-efficient feedback technologies: Which eco-feedback types prefer drivers most? - Tulusan, Johannes; Soi, Lito; Paefgen, Johannes; Brogle, Marc; Staake, Thorsten (2011)

Reducing Environmental Impact in Procurement by Integrating Material Parameters in Information Systems: The Example of Apple Sourcing. - Dada, Ali; Staake, Thorsten; Fleisch, Elgar (2010)

ICT for green: how computers can help us to conserve energy. - Mattern, Friedemann; Staake, Thorsten; Weiss, Markus (2010)

Evaluating Mobile Phones as Energy Consumption Feedback Devices. - Weiss, Markus; Loock, Claire-Michelle; Staake, Thorsten; Mattern, Friedemann; Fleisch, Elgar (2010)

The value of RFID for RTI management. - Ilic, Alexander; Ng, Jason W. P.; Bowman, Paul; Staake, Thorsten (Electron. Mark., 2009)

Using Sensor Information to Reduce the Carbon Footprint of Perishable Goods. - Ilic, Alexander; Staake, Thorsten; Fleisch, Elgar (IEEE Pervasive Comput., 2009)

Handy feedback: connecting smart meters with mobile phones. - Weiss, Markus; Mattern, Friedemann; Graml, Tobias; Staake, Thorsten; Fleisch, Elgar (2009)

Countering Counterfeit Trade - Illicit Market Insights, Best-Practice Strategies, and Management Toolbox. - Staake, Thorsten; Fleisch, Elgar (Springer, 2008)

Carbon Footprints from Enterprises to Product Instances: The Potential of the EPC Network. - Dada, Ali; Staake, Thorsten (2008)

Product Specific Security Features Based on RFID Technology. - Nochta, Zoltán; Staake, Thorsten; Fleisch, Elgar (2006)

Extending the EPC network: the potential of RFID in anti-counterfeiting. - Staake, Thorsten; Thiesse, Frédéric; Fleisch, Elgar (2005)

On The Design of A Dynamically Reconfigurable Function-Unit for Error Detection and Correction. - Pionteck, Thilo; Stiefmeier, Thomas; Staake, Thorsten; Glesner, Manfred (2005)

Integration dynamisch rekonfigurierbarer Funktionseinheiten in Prozessoren. - Pionteck, Thilo; Stiefmeier, Thomas; Staake, Thorsten; Kabulepa, Lukusa D.; Glesner, Manfred (2004)

On the design of a function-specific reconfigurable: hardware accelerator for the MAC-layer in WLANs. - Pionteck, Thilo; Staake, Thorsten; Stiefmeier, Thomas; Kabulepa, Lukusa D.; Glesner, Manfred (2004)

A Dynamically Reconfigurable Function-Unit for Error Detection and Correction in Mobile Terminals. - Pionteck, Thilo; Stiefmeier, Thomas; Staake, Thorsten; Glesner, Manfred (2004)

Design of a reconfigurable AES encryption/decryption engine for mobile terminals. - Pionteck, Thilo; Staake, Thorsten; Stiefmeier, Thomas; Kabulepa, Lukusa D.; Glesner, Manfred (2004)