Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning

Author:

Bhatti OmairORCID,Barz MichaelORCID,Sonntag DanielORCID

Publisher

Springer International Publishing

Reference25 articles.

1. Amershi, S., Cakmak, M., Knox, W.B., Kulesza, T.: Power to the people: the role of humans in interactive machine learning. AI Mag. 35(4), 105–120 (2014). https://doi.org/10.1609/aimag.v35i4.2513

2. Barz, M., Bhatti, O.S., Lüers, B., Prange, A., Sonntag, D.: Multisensor-pipeline: a lightweight, flexible, and extensible framework for building multimodal-multisensor interfaces. In: Companion Publication of the 2021 International Conference on Multimodal Interaction, ICMI 2021 Companion, pp. 13–18. Association for Computing Machinery, New York (2021). https://doi.org/10.1145/3461615.3485432. ISBN 9781450384711

3. Barz, M., Bhatti, O.S., Sonntag, D.: Implicit estimation of paragraph relevance from eye movements. Front. Comput. Sci. 3, 808507 (2021). https://doi.org/10.3389/fcomp.2021.808507

4. Barz, M., Stauden, S., Sonntag, D.: Visual search target inference in natural interaction settings with machine learning. In: Bulling, A., Huckauf, A., Jain, E., Radach, R., Weiskopf, D. (eds.) ETRA 2020: 2020 Symposium on Eye Tracking Research and Applications, Stuttgart, Germany, 2–5 June 2020, pp. 1:1–1:8. ACM (2020). https://doi.org/10.1145/3379155.3391314

5. Bosch, N., Chen, Y., D’Mello, S.: It’s written on your face: detecting affective states from facial expressions while learning computer programming. In: Trausan-Matu, S., Boyer, K.E., Crosby, M., Panourgia, K. (eds.) Intelligent Tutoring Systems, pp. 39–44. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-07221-0_5. ISBN 978-3-319-07221-0

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