Brudermueller, T., Wurth, F., Weigert, A., Staake, T. (2022)

Automatic Differentiation of Variable and Fixed Speed Heat Pumps With Smart Meter Data

2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)

 

Graichen, J., Stingl, C., Günther, S. A.., Staake, T., Pakarinen, A., Rosio, R., Salanterä, S. (2022)

No Longer Without a Reward: Do Digital Rewards Crowd Out Intrinsic Motivation of Young Children?

ICIS 2022 Proceedings. 8.

 

Haag, F., Hopf, K., Menelau Vasconcelos, P., Staake, T. (2022)

Augmented Cross-Selling Through Explainable AI—A Case From Energy Retailing

ECIS 2022 Research Papers. 129.

 

Wastensteiner, J., Weiss, T. M., Haag, F., Hopf, K. (2021)

Explainable AI for Tailored Electricity Consumption Feedback – An Experimental Evaluation of Visualizations.

29. European Conference on Information Systems (ECIS), Marrakesh: Morocco / Virtual, June 14 – 12, https://aisel.aisnet.org/ecis2021_rp/55/

Fteimi, N., Hopf, K. (2021).

Knowledge Management in the Era of Artificial Intelligence - Developing an Integrative Framework.

29. European Conference on Information Systems (ECIS), Marrakesh: Morocco / Virtual, June 14 – 12, https://aisel.aisnet.org/ecis2021_rip/20/

Weigert, A., Hopf, K., Weinig, N., Staake, T. (2020)

Detection of heat pumps from smart meter and open data.
9. DACH+ Conference on Energy Informatics, Sierre, Switzerland, October 29–30. 

Wörner, A., Ableitner, L., Meeuw, A., Wortmann, F., Tiefenbeck, V. (2019) 

Peer-to-Peer Energy Trading in the Real World: Market Design and Evaluation of the User Value Proposition

International Conference on Information Systems (ICIS), Munich, Germany.

Ableitner, L., Schopfer, S., Tiefenbeck, V. (2018) 

The role of the user in peer-to-peer energy commmunities. 

BEHAVE, Zurich, Switzerland, September 5-7.

Ableitner, L., Tiefenbeck, V., Fleisch, E., Staake, T. (2018) 

Eco-Feedback Interventions: Selective Attention and Actual Behavior Change. 

24th Americas Conference on Information Systems (AMCIS), New Orleans, USA, August 16-18.

Kupfer, A. (2018) 

Research Methods in the Information Systems Discipline: A Literature Analysis of Conference Papers. 

24th Americas Conference on Information Systems (AMCIS), New Orleans, USA, August 16-18.

Kupfer, A., Tiefenbeck V., Staake T. (2018)

The Ambiguous Boundary Between Professional and Private Use of Information Systems.

26th European Conference on Information Systems (ECIS), Portsmouth, United Kingdom, June 23-28.

Kupfer, A. (2018) 

Self-tracking or Not? That is the question. Item Generation for Construct Development. 

Multikonferenz Wirtschaftsinformatik, Lüneburg, Germany, March 07-09.

Stingl, C., Hopf, K., Staake, T. (2018)
Explaining and predicting annual electricity demand of enterprises – A case study from Switzerland.
7. DACH+ Conference on Energy Informatics, Oldenburg, Germany, October 11-12.

Wörner, A., Tiefenbeck V. (2018)

The role of self-set goals in IS-enabled behavior change.

26th European Conference on Information Systems (ECIS), Portsmouth, United Kingdom, June 23-28.

Ableitner, L., Tiefenbeck, V., Hosseini, S., Schoeb, S., Fridgen, G., Staake, T. (2018) 

Real-world impact of Information Systems: The effect of seemingly small design choices. 

WITS 2017 Proceedings, Seoul, South Korea, December 13-14.

Dahlinger, A., Wortmann, F., Tiefenbeck V., Ryder, B., Gahr, B. (2017)
Feldexperiment zur Wirk‐samkeit von konkretem vs. abstraktem Eco‐Driving Feedback. Prototype & Experiment Track at 13th International Conference on Wirtschaftsinformatik, St. Gallen, Schweiz.

Hauser, M., Günther, S. A., Flath, C. M., Thiesse, F. (2017) 

Designing Pervasive Information Systems: A Fashion Retail Case Study. 

International Conference on Information Systems 2017, Seoul, South Korea, December 10-13.

Hopf, K., Kormann, M., Sodenkamp, M., Staake, T. (2017) 

A Decision Support System for Photovoltaic Potential Estimation. 

ACM International Conference on Internet of Things and Machine Learning 2017, Liverpool, UK, October 17-18.

Hopf, K., Riechel, S., Sodenkamp, M., Staake, T. (2017) 

Predictive Customer Data Analytics – The Value of Public Statistical Data and the Geographic Model Transferability.

38. International Conference on Information Systems (ICIS), Seoul, South Korea, December 10-13.

Ableitner, L., Kupfer, A., Tiefenbeck, V., Schöb, S., Staake, T. (2016)
Resource Conservation with Green IS: A Field Experiment on Pecuniary and Non-pecuniary Strategies.
Proceedings of the SIGgreen Pre-ICIS Workshop 2016, Dublin, Ireland, December 11.

Ableitner, L., Schöb, S., Tiefenbeck, V. (2016) 
Digitalization of Consumer Behavior – A Descriptive Analysis of Energy Use in the Shower. 
Lecture Notes in Informatics. 5th D-A-CH+ Energy Informatics Conference 2016, Klagenfurt, Austria, September 29-30.

Ableitner, L., Schöb, S., Tiefenbeck, V. (2016) 
Quantifying the Potential of Voluntary Energy Efficiency Measures: The Case of Flow Restrictors.
Lecture Notes in Informatics. 5th D-A-CH+ Energy Informatics Conference 2016, Klagenfurt, Austria, September 29-30.

Hopf, K., Sodenkamp, M., Kozlovskiy, I. (2016)

Energy data analytics for improved residential service quality and energy efficiency. 

European Conference on Information Systems (ECIS), Istanbul, Turkey, June 13-15.

Kupfer, A., Kehr, F., Tiefenbeck, V. (2016)

Towards a measurement scale for self-tracking: attitudes and user characteristics. 

European Conference on Information Systems (ECIS), Istanbul, Turkey, June 13-15 (research in progress paper).

Kupfer, A., Ableitner, L., Schöb, S., Tiefenbeck, V. (2016)
Technology Adoption vs. Continuous Usage Intention: Do Decision Criteria Change when Using a Technology?
Americas Conference on Information Systems (AMCIS), San Diego, CA, USA, August 11-13 (full paper, forthcoming).

Kozlovskiy, I., Schöb, S., Sodenkamp, M. (2016) 
Non-intrusive disaggregation of water consumption data in a residential household. 
Lecture Notes in Informatics. 5th D-A-CH+ Energy Informatics Conference 2016, Klagenfurt, Austria, September 29-30. 

 

Kozlovskiy, I., Sodenkamp, M., Hopf, K., Staake, T. (2016)

Energy Informatics for environmental, economic and societal sustainability: a case of the large-scale detection of households with old heating systems.

European Conference on Information Systems (ECIS), Istanbul, Turkey, June 13-15.

Lossin, F., Kozlovskiy, I., Sodenkamp, M., Staake, T. (2016)

Incentives to go green: an empirical investigation of monetary and symbolic rewards to motivate energy savings.

European Conference on Information Systems (ECIS), Istanbul, Turkey, June 13-15.

Lüders, P., Wenig, J., Sodenkamp, M. (2016)

A Behavioral Approach to Energy-efficient Driving. 

14. Symposium Energieinnovation 2016, Graz, Austria, February 10-12.

Schopfer, S., Tiefenbeck, V., Fleisch, E., Staake, T. (2016) 
Providing primary frequency control with residential scale photovoltaic-battery systems. 
5th D-A-CH+ Energy Informatics Conference 2016, Klagenfurt, Austria, September 29-30.

Schopfer, S., Tiefenbeck, V., Fleisch, E., Staake, T. (2016)
Effect of tariff arbitrage on photovoltaic battery economics using predictive control.
International Conference on Energy, Environment and Economics (ICEEE 2016), Edinburgh, United Kingdom, August 16-18.

Schopfer, S., Tiefenbeck, V., Staake, T. (2016) 

Untersuchung des Selbstversorgungsgrades und der Wirtschaftlichkeit von PV-Batteriesystemen anhand eines grossen Smart-Meter-Datensatzes. 

14. Symposium Energieinnovation 2016, Graz, Austria, February 10-12.

Tiefenbeck, V., Goette, L., Schoeb, S., Staake, T. (2016)

Better get focused: How feedback on a specific behavior can reduce energy consumption. 

International Energy Policy & Programme Evaluation Conference (IEPPEC), Amsterdam, Netherlands, June 07-09.

Tiefenbeck, V., Kupfer, A., Ableitner, L., Schöb, S., Staake, T. (2016)
The Uncertain Path from Good Intentions to Actual Behavior: A Field Study on Mobile App Usage. 
Proceedings of the Twenty-First DIGIT Pre-ICIS Workshop 2016, Dublin, Ireland, December 11.

Tiefenbeck, V., Schöb, S., Kupfer, A., Staake, T. (2016)

Fostering sustainable consumer decisions in practice: The impact of real-time feedback on resource consumption and voluntary carbon offsetting.

Behavioral Insights in Research and Policy Making (SABE/IAREP Conference 2016), Wageningen, The Netherlands, July 08-10.

Tiefenbeck, V., Staake, T., Schoeb, S., Goette, L. (2016)

Big research brother is watching me – dealing with Hawthorne effects in empirical studies. 

International Energy Policy & Programme Evaluation Conference (IEPPEC 2016), Amsterdam, Netherlands, June 07-09 (poster).

Tiefenbeck, V., Tasic, V., Schöb, S., Staake, T. (2016) 

Long-lasting effects or short-term spark? On the persistence of behaviour change induced by real-time feedback on resource consumption.

European Conference on Information Systems (ECIS), Istanbul, Turkey, June 13-15.

Hopf, K., Sodenkamp, M., Kozlovskiy, I., Staake, T. (2015) 

Household Classification Using Annual Electricity Consumption Data.

Energieinformatik 2015, Karlsruhe, Germany, November 12-13 (poster).

Sodenkamp, M., Kozlovskiy, I., & Staake, T. (2015)

Gaining IS Business Value through Big Data Analytics: A Case Study of the Energy Sector.

International Conference on Information Systems (ICIS), Fort Worth, USA, December 13-16.

Tasic, V., Tiefenbeck, V., Schoeb, S., Staake, T. (2015)

Short-term spark or sustained impact? Investigating the long-term effect of real-time feedback.

European Conference on Information Systems (ECIS), Münster, Germany, May 26-29. Nominated for best Work in-Progress-Paper.

Tiefenbeck, V., Goette, L., Degen, K., Tasic, V., Fleisch, E., Lalive, R., Staake, T. (2015) 

Overcoming salience bias: How real-time feedback fosters resource conservation.

38th Annual NBER Summer Institute, SI 2015 Environmental & Energy Economics, Boston, USA, July 20-21 (working paper).

Tiefenbeck, V., Goette, L., Degen, K., Tasic, V., Fleisch, E., Lalive, R., Staake, T. (2015)

Overcoming salience bias: How real-time feedback fosters resource conservation.

AEA ASSA 2016, San Francisco, USA, January 02-05 (working paper).

Tiefenbeck, V., Schöb, S., Goette, L., Staake, T. (2015) 

Now or never? The importance of immediate energy use feedback.

Behavior, Energy and Climate Change (BECC), Sacramento, USA, October 18-21.

Wenig, J., Sodenkamp, M., Staake, T. (2015) 

Data-based Assessment of Plug-in Electric Vehicle Driving.

Lecture Notes in Computer Science (9424), 2015, pp. 115-126.

Beckel, C., Kleiminger, W., Cicchetti R., Staake, T., Santini, S. (2014) 

The ECO data set and the performance of non-intrusive load monitoring algorithms.

1st ACM International Conference on Embedded Systems for Energy-Efficient Buildings (BUILDSYS), Memphis, USA, November 05-06.

Tiefenbeck, V. (2014) 

Smart metering and consumer behavior. 

Energy Korea 2014, Seoul, October 14-17.

Wenig, J., Staake, T. (2014)

Evaluation of Four Possible Load Shifting Strategies for Electric Vehicles Utilizing Autoregressive Moving Average Methods for Electricity Price Forecasting. 

Proceedings of the International Workshops of MMB & DFT 2014, pp. 123-126.

Cao, H.-A., Beckel, C. Staake, T. (2013) 

Are domestic load profiles stable over time? An attempt to identify target households for demand side management campaigns.

39th Annual Conference of the IEEE Industrial Electronics Society (IECON), Vienna, Austria, November 10-13.

Kleiminger, W., Beckel, C., Staake, T., Santini, S. (2013)

Occupancy Detection from Electricity Consumption Data. 

5th ACM Workshop on Embedded Systems for Energy-Efficient Buildings (BUILDSYS 2013), Rome, Italy, November 13-14.

Lossin, F., Staake, T., Fleisch, E. (2013)

Online-based energy auditing and incentive mechanisms to reduce domestic energy consumption.

SSES Annual Meeting 2013, Neuchatel, Switzerland, June 20-21.

Tiefenbeck. V., Tasic, V., Goette, L., Staake, T. (2013)

The power of real-time feedback: evidence from randomized trials with 50,000 showers.

Behavior, Energy, and Climate Change Conference (BECC), Sacramento, USA, November 18-20. 

 

Tiefenbeck, V., Tasic, V., Schöb, S., Staake, T. (2013)

Pushing the boundaries of energy informatics: The application of direct feedback to reduce hot water consumption.

39th Annual Conference of the IEEE Industrial Electronics Society (IECON), Vienna, Austria, November 10-13.

Tiefenbeck, V., Tasic, V., Staake, T., Fleisch, E. (2013)

Contrasting the effects of real-time feedback on resource consumption between single- and multi-person households.

SSES Annual Meeting 2013, Neuchatel, Switzerland, June 20-21.

Beckel, C., Kleiminger, W., Staake, T., Santini, S. (2012)

Improving Device-level Electricity Consumption Breakdowns in Private Households Using ON/OFF Events.

Proceedings of the 3rd Workshop on Networks of Cooperating Objects (CONET) in conjunction with CPS Week, Beijing, China, April 16.

Beckel, C. (2012) 

Exploring a Service Interface for Smart Meters.

Ph.D. Forum of the 11th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), Beijing, China, April 16-19.

Loock, C., Landwehr, J., Staake, T., Fleisch, E., Pentland, A. (2012) 

The influence of reference frame and population density on the effectiveness of social normative feedback on electricity consumption. 

International Conference on Information Systems (ICIS), Orlando, USA, December 16-19.

Tasic, V., Staake, T., Stiefmeier, T., Tiefenbeck, V., Fleisch, E., Tröster, G. (2012)

Self-powered Water Meter for Direct Feedback. 

Internet of Things 2012 – Third International Conference on the Internet of Things (IoT), Wuxi, P.R. China, October 24-26.

Tulusan, J., Staake, T., Fleisch, E. (2012)

Direct or indirect sensor enabled eco-driving feedback: Which preference do corporate car drivers have? 

Internet of Things 2012 – Third International Conference on the Internet of Things (IoT 2012), Wuxi, P.R. China, October 24-26.

Tulusan, J., Staake, T., Fleisch, E. (2012)

Providing eco-driving feedback to corporate car drivers: what impact does a smartphone application have on their fuel efficiency.

14th ACM International Conference on Ubiquitous Computing (UbiComp), Pittsburgh, Pennsylvania, USA, September 05-08.

Baeriswyl, M., Przepiorka, W., Staake, T. (2011)

Identifying Individuals’ Preferences Using Games: A Field Experiment in Promoting Sustainable Energy Consumption. 

International Conference on Information Systems (ICIS), Shanghai, China, December 04-07.

Baeriswyl, M., Staake, T., Loock, C. (2011)

The Effects of User Identity and Sanctions in Online Communities on Real-World behavior. 

International Conference on Information Systems (ICIS), Shanghai, China, December 04-07.

Baeriswyl, M., Loock, C., Staake, T. (2011) 

Greater Expectations: The Role of Initial Rating in Designing Feedback to Promote Energy Conservation.

Behavior, Energy, and Climate Change Conference, Washington D.C., USA, November 30- December 02.

Baeriswyl, M., Eppinger, S. (2011) 

Teaching Design for Environment in Product Design Classes.

Proceedings of the 18th International Conference on Engineering Design, Copenhagen, Denmark, August 15-19.

Graml, T., Loock, C., Baersiwyl, M., Staake, T. (2011) 

Improving Residential Energy Consumption at Large Using Persuasive Systems.

19th European Conference on Information Systems (ECIS), Helsinki, Finland, June 09-11.

Kleiminger, W., Santini, S., Weiss, M. (2011) 

Opportunistic Sensing for Smart Heating Control in Private Households.

Proceedings of the 2nd International Workshop on Networks of Cooperating Objects (CONET), Chicago, USA, April 11.

Loock, C., Graml, T., Baeriswyl., Staake, T. (2011) 

How to Motivate Energy Efficiency Online. 

Proceedings of 20th International Conference on Management of Technology, Florida, USA, April 10-14.

Loock, C., Baeriswyl, M., Graml, T., Staake, T. (2011) 

Incentives and the Overjustification Effect in Promoting Sustainable Energy Consumption.

Behavior, Energy, and Climate Change Conference, Washington D.C., USA, November 30- December 02.

Loock, C., Baeriswyl, M., Graml, T., Staake, T. (2011) 

The Closer the Better: The Role of Proximity in Reference Groups in Motivating Sustainable Energy Consumption. 

Behavior, Energy, and Climate Change Conference, Washington D.C., USA, November 30- December 02.

Loock, C., Landwehr, J., Staake, T., Fleisch, E. (2011) 

Herrmann, A., I am green: The role of effort and image on green identity signaling.

European Marketing Association Conference (EMAC), Ljublijana, Slowenia, May 24-27.

Loock, C., Staake, T., Landwehr, J. (2011) 

Green IS, Design and Energy Conservation: An Empirical Investigation of Social Normative Feedback. 

International Conference on Information Systems (ICIS 2011), Shanghai, China, December 04-07.

Paefgen, J., Michahelles, F., Staake, T. (2011)

GPS Trajectory Feature Extraction for Driver Risk Profiling.

International Workshop on Trajectory Data Mining and Analysis, 13th Conference on Ubiquitous Computing, Beijing, September 17-21.

Tiefenbeck, V., Staake, T., Roth, S. (2011) 

Virtuous Circle or License to Waste: A Field Study of the Spillover Effects of Water Consumption Feedback on other Utilities. 

Behavior, Energy, and Climate Change Conference, Washington D.C., USA, November 30- December 02.

Tulusan, J., Staake, T. (2011) 

Eco-efficient feedback technologies (Abstract). 

Mobilität 3. Wirtschaftsforum, Duisburg, Germany, July 07.

Tulusan, J., Soi, L., Paefgen, J., Staake, T. (2011) 

Eco-efficient feedback technologies: Which eco-feedback types prefer drivers most?. 

Mobile and Multimedia Networks IEEE Conference, Lucca, Italy, June 20-24.

Tulusan, J., Chanan, G. (2011) 

Changes of Business Models due to Full Electric Vehicles: Alliance of Better Place and Renault. 

eMobility Conference, SAID Business School, Oxford University, United Kingdom, February 2011.

Tulusan, J., Steggers, S., Staake, T., Fleisch, E. (2012) 

Supporting eco-driving with eco-feedback technologies: Recommendations targeted at improving corporate car drivers’ intrinsic motivation to drive more sustainable. 

Energy Informatics 2012 (EI 2012), Atlanta, Georgia, United States, October 06.

Weiss, M., Staake, T., Mattern, F. (2012)

Leveraging smart meter data to recognize home appliances. 

IEEE Pervasive Computing and Communication (PerCom 2012), Lugano, Switzerland, March 19-23.

Weiss, M. (2011) 

Leveraging Residential Energy Management Through the Internet of Things. 

ESF Exploratory Workshop on The Internet of Things for a Sustainable Future, Vielsalm, Belgium, May 09-13.

Weiss, M., Kleiminger, W. (2011) 

Smart Residential Energy Systems – How Pervasive Computing can be used to conserve energy. 

Proceedings of Smart Energy Strategies Conference 2011, Zurich, Switzerland, September 21-23.

Weiss, M., Staake, T., Mattern, F., Larson, R. (2011) 

Leveraging Smart Meter Information Through Automated Appliance Sensing. 

MIT Energy Conference 2011, Boston, USA, March 04-05.

Weiss, M., Staake, T., Mattern, F., Fleisch, E., Larson, R. (2011) 

Residential Electricity Disaggregation – Tailored Consumption Feedback in Smart Grids.

Proceedings of 4th Carnegie Mellon Electricity Industry Conference Pittsburgh, USA, March 31- April 01.