{"status":"public","_id":"4308","place":"New York, NY, USA","title":"Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling","publication_status":"published","type":"conference","year":"2016","citation":{"bibtex":"@inproceedings{Halbrügge_Quade_Engelbrecht_Möller_Albayrak_2016, place={New York, NY, USA}, title={Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling}, DOI={<a href=\"https://doi.org/10.1145/2971648.2971667\">10.1145/2971648.2971667</a>}, booktitle={Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing}, publisher={ACM}, author={Halbrügge, Marc and Quade, Michael and Engelbrecht, Klaus-Peter and Möller, Sebastian and Albayrak, Sahin}, year={2016}, pages={1028–1039} }","short":"M. Halbrügge, M. Quade, K.-P. Engelbrecht, S. Möller, S. Albayrak, in: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, ACM, New York, NY, USA, 2016, pp. 1028–1039.","mla":"Halbrügge, Marc, et al. “Predicting User Error for Ambient Systems by Integrating Model-Based UI Development and Cognitive Modeling.” <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i>, ACM, 2016, pp. 1028–39, doi:<a href=\"https://doi.org/10.1145/2971648.2971667\">10.1145/2971648.2971667</a>.","chicago":"Halbrügge, Marc, Michael Quade, Klaus-Peter Engelbrecht, Sebastian Möller, and Sahin Albayrak. “Predicting User Error for Ambient Systems by Integrating Model-Based UI Development and Cognitive Modeling.” In <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i>, 1028–39. New York, NY, USA: ACM, 2016. <a href=\"https://doi.org/10.1145/2971648.2971667\">https://doi.org/10.1145/2971648.2971667</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Halbrügge, Marc</span> ; <span style=\"font-variant:small-caps;\">Quade, Michael</span> ; <span style=\"font-variant:small-caps;\">Engelbrecht, Klaus-Peter</span> ; <span style=\"font-variant:small-caps;\">Möller, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Albayrak, Sahin</span>: Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling. In: <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i>. New York, NY, USA : ACM, 2016, S. 1028–1039","ama":"Halbrügge M, Quade M, Engelbrecht K-P, Möller S, Albayrak S. Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling. In: <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i>. New York, NY, USA: ACM; 2016:1028-1039. doi:<a href=\"https://doi.org/10.1145/2971648.2971667\">10.1145/2971648.2971667</a>","apa":"Halbrügge, M., Quade, M., Engelbrecht, K.-P., Möller, S., &#38; Albayrak, S. (2016). Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling. In <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i> (pp. 1028–1039). New York, NY, USA: ACM. <a href=\"https://doi.org/10.1145/2971648.2971667\">https://doi.org/10.1145/2971648.2971667</a>","ieee":"M. Halbrügge, M. Quade, K.-P. Engelbrecht, S. Möller, and S. Albayrak, “Predicting user error for ambient systems by integrating model-based UI development and cognitive modeling,” in <i>Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing</i>, Heidelberg Germany, 2016, pp. 1028–1039."},"abstract":[{"lang":"eng","text":"With the move to ubiquitous computing, user interfaces (UI) are no longer bound to specific devices. While this \r\nproblem can be tackled using the model-based UI development (MBUID) process, the usability of the device-specific interfaces is still an open question. We are presenting a combined system that integrates MBUID with a cognitive modeling framework in order to provide usability predictions at development time. Because of their potential impact, our focus within usability problems lies on user errors. These are captured in a cognitive model that capitalizes on meta-information provided by the MBUID system such as the abstract role of a UI element within a task sequence (e.g., input, output, command). The free parameters of the cognitive model were constrained using data from two previous studies. A validation experiment featuring a new application and UI yielded an unexpected error pattern that was nonetheless consistent with the model predictions."}],"language":[{"iso":"eng"}],"file_date_updated":"2024-02-08T12:02:02Z","publication_identifier":{"isbn":["9781450344616"]},"quality_controlled":"1","publication":"Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing","date_created":"2024-02-08T12:05:36Z","date_updated":"2024-02-19T14:11:02Z","extern":"1","user_id":"220548","page":"1028-1039","conference":{"location":"Heidelberg Germany","name":"UbiComp '16: The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing","start_date":"2016-09-12","end_date":"2016-09-16"},"file":[{"relation":"main_file","file_name":"Halbruegge2016-IntegratedModel.pdf","creator":"mhalbruegge","access_level":"open_access","date_updated":"2024-02-08T12:02:02Z","file_size":415139,"date_created":"2024-02-08T12:02:02Z","success":1,"file_id":"4309","content_type":"application/pdf"}],"keyword":["Automated Usability Evaluation","Human Error","Model-Based Engineering","Smart Home","Cognitive User Model"],"author":[{"first_name":"Marc","id":"256353","full_name":"Halbrügge, Marc","last_name":"Halbrügge"},{"last_name":"Quade","full_name":"Quade, Michael","first_name":"Michael"},{"first_name":"Klaus-Peter","full_name":"Engelbrecht, Klaus-Peter","last_name":"Engelbrecht"},{"first_name":"Sebastian","last_name":"Möller","full_name":"Möller, Sebastian"},{"first_name":"Sahin","last_name":"Albayrak","full_name":"Albayrak, Sahin"}],"oa":"1","publisher":"ACM","doi":"10.1145/2971648.2971667","has_accepted_license":"1"}