Mehrotra, A;
Hendley, R;
Musolesi, M;
(2019)
Notifymehere: Intelligent notification delivery in multi-device environments.
In:
CHIIR '19 Proceedings of the 2019 Conference on Human Information Interaction and Retrieval.
(pp. pp. 103-111).
ACM: Glasgow, UK.
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Abstract
Personal interactions and information access are happening more and more through the mediation of computing devices of various types all around us. In our daily life we use many computing devices running di!erent versions of the same application such as email clients or social media platforms, which alert users about a new piece of information or event on all devices. In this paper we "rst present a study investigating the factors in#uencing users’ decisions in handling noti"cations in a multi-device environment. We collected 57,242 in-the-wild noti"cations from 24 users over a period of 21 days. We found that users’ decisions in handling noti"cations are impacted by their physical activity, location, network connectivity, application category and the device used for handling the previous noti"cation. Finally, we show that an individualized model can predict the device on which the user will handle a noti"cation in the given context with 82% speci"city and 91% sensitivity
| Type: | Proceedings paper |
|---|---|
| Title: | Notifymehere: Intelligent notification delivery in multi-device environments |
| Event: | CHIIR '19 Conference on Human Information Interaction and Retrieval |
| Location: | Glasgow, UK |
| Dates: | March 10 - 14, 2019 |
| ISBN-13: | 9781450360258 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1145/3295750.3298932 |
| Publisher version: | https://doi.org/10.1145/3295750.3298932 |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| Keywords: | Mobile Sensing, Multi-device Noti"cations, Interruptibility, Contextaware Computing |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science UCL > Provost and Vice Provost Offices > UCL SLASH UCL > Provost and Vice Provost Offices > UCL SLASH > Faculty of S&HS |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10073169 |
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