Modeling user intents as context in smartphone-connected hearing AIDS

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedings – Annual report year: 2018Researchpeer-review

Standard

Modeling user intents as context in smartphone-connected hearing AIDS. / Korzepa, Maciej Jan; Johansen, Benjamin; Petersen, Michael Kai; Larsen, Jan; Larsen, Jakob Eg; Pontoppidan, Niels Henrik.

Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, 2018. p. 151-155.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedings – Annual report year: 2018Researchpeer-review

Harvard

Korzepa, MJ, Johansen, B, Petersen, MK, Larsen, J, Larsen, JE & Pontoppidan, NH 2018, Modeling user intents as context in smartphone-connected hearing AIDS. in Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, pp. 151-155, 26th Conference on User Modeling, Adaptation and Personalization, Singapore, Singapore, 08/07/2018. https://doi.org/10.1145/3213586.3226211

APA

Korzepa, M. J., Johansen, B., Petersen, M. K., Larsen, J., Larsen, J. E., & Pontoppidan, N. H. (2018). Modeling user intents as context in smartphone-connected hearing AIDS. In Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization (pp. 151-155). Association for Computing Machinery. https://doi.org/10.1145/3213586.3226211

CBE

Korzepa MJ, Johansen B, Petersen MK, Larsen J, Larsen JE, Pontoppidan NH. 2018. Modeling user intents as context in smartphone-connected hearing AIDS. In Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery. pp. 151-155. https://doi.org/10.1145/3213586.3226211

MLA

Korzepa, Maciej Jan et al. "Modeling user intents as context in smartphone-connected hearing AIDS". Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery. 2018, 151-155. https://doi.org/10.1145/3213586.3226211

Vancouver

Korzepa MJ, Johansen B, Petersen MK, Larsen J, Larsen JE, Pontoppidan NH. Modeling user intents as context in smartphone-connected hearing AIDS. In Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery. 2018. p. 151-155 https://doi.org/10.1145/3213586.3226211

Author

Korzepa, Maciej Jan ; Johansen, Benjamin ; Petersen, Michael Kai ; Larsen, Jan ; Larsen, Jakob Eg ; Pontoppidan, Niels Henrik. / Modeling user intents as context in smartphone-connected hearing AIDS. Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, 2018. pp. 151-155

Bibtex

@inproceedings{83f6b42de67a44c6b84aadb3f81b00a3,
title = "Modeling user intents as context in smartphone-connected hearing AIDS",
abstract = "Despite the technological advancement of modern hearing aids, many users leave their devices unused due to little perceived benefit. This problem arises from the limitations of the current fitting procedure that rarely takes into account 1) the perceptual differences between users not explained by measurable hearing loss characteristics and 2) the variation in context-specific preferences within individuals. However, the recent emergence of smartphoneconnected hearings aids opens the door to a new level of context awareness that can facilitate dynamic adaptation of settings to users' changing needs. In this position paper, we discuss how user auditory intents could be modeled as context collected via mobile devices and suggest what kinds of contextual information are relevant when learning situation-specific intents and the corresponding preferences of hearing impaired users. Finally, we illustrate our ideas with several examples of real-life situations experienced by subjects from our study.",
keywords = "Context awareness, User adaptation, Augmented hearing",
author = "Korzepa, {Maciej Jan} and Benjamin Johansen and Petersen, {Michael Kai} and Jan Larsen and Larsen, {Jakob Eg} and Pontoppidan, {Niels Henrik}",
year = "2018",
doi = "10.1145/3213586.3226211",
language = "English",
isbn = "978-1-4503-5784-5",
pages = "151--155",
booktitle = "Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization",
publisher = "Association for Computing Machinery",

}

RIS

TY - GEN

T1 - Modeling user intents as context in smartphone-connected hearing AIDS

AU - Korzepa, Maciej Jan

AU - Johansen, Benjamin

AU - Petersen, Michael Kai

AU - Larsen, Jan

AU - Larsen, Jakob Eg

AU - Pontoppidan, Niels Henrik

PY - 2018

Y1 - 2018

N2 - Despite the technological advancement of modern hearing aids, many users leave their devices unused due to little perceived benefit. This problem arises from the limitations of the current fitting procedure that rarely takes into account 1) the perceptual differences between users not explained by measurable hearing loss characteristics and 2) the variation in context-specific preferences within individuals. However, the recent emergence of smartphoneconnected hearings aids opens the door to a new level of context awareness that can facilitate dynamic adaptation of settings to users' changing needs. In this position paper, we discuss how user auditory intents could be modeled as context collected via mobile devices and suggest what kinds of contextual information are relevant when learning situation-specific intents and the corresponding preferences of hearing impaired users. Finally, we illustrate our ideas with several examples of real-life situations experienced by subjects from our study.

AB - Despite the technological advancement of modern hearing aids, many users leave their devices unused due to little perceived benefit. This problem arises from the limitations of the current fitting procedure that rarely takes into account 1) the perceptual differences between users not explained by measurable hearing loss characteristics and 2) the variation in context-specific preferences within individuals. However, the recent emergence of smartphoneconnected hearings aids opens the door to a new level of context awareness that can facilitate dynamic adaptation of settings to users' changing needs. In this position paper, we discuss how user auditory intents could be modeled as context collected via mobile devices and suggest what kinds of contextual information are relevant when learning situation-specific intents and the corresponding preferences of hearing impaired users. Finally, we illustrate our ideas with several examples of real-life situations experienced by subjects from our study.

KW - Context awareness

KW - User adaptation

KW - Augmented hearing

U2 - 10.1145/3213586.3226211

DO - 10.1145/3213586.3226211

M3 - Article in proceedings

SN - 978-1-4503-5784-5

SP - 151

EP - 155

BT - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization

PB - Association for Computing Machinery

ER -