eprintid: 1465319
rev_number: 25
eprint_status: archive
userid: 608
dir: disk0/01/46/53/19
datestamp: 2015-04-10 03:07:34
lastmod: 2021-11-07 23:53:04
status_changed: 2016-12-20 13:19:18
type: proceedings_section
metadata_visibility: show
item_issues_count: 0
creators_name: Lopez-Tovar, H
creators_name: Charalambous, A
creators_name: Dowell, J
title: Managing Smartphone Interruptions through Adaptive Modes and Modulation of Notifications
ispublished: pub
divisions: UCL
divisions: B04
divisions: C05
divisions: F48
keywords: Adaptation; Smartphone notification; Interruption; Alert
modality; Machine learning
note: Copyright © 2015 ACM.
abstract: Smartphones are capable of alerting their users to different kinds of digital interruption using different modalities and with varying modulation. Smart notification is the capability of a smartphone for selecting the user's preferred kind of alert in particular situations using the full vocabulary of notification modalities and modulations. It therefore goes well beyond attempts to predict if or when to silence a ringing phone call. We demonstrate smart notification for messages received from a document retrieval system while the user is attending a meeting. The notification manager learns about their notification preferences from users' judgements about videos of meetings. It takes account of the relevance of the interruption to the meeting, whether the user is busy and the sensed location of the smartphone. Through repeated training, the notification manager learns to reliably predict the preferred notification modes for users and this learning continues to improve with use.
date: 2015-03-18
date_type: published
publisher: Association for Computing Machinery (ACM)
official_url: https://doi.org/10.1145/2678025.2701390
vfaculties: VENG
oa_status: green
full_text_type: other
language: eng
primo: open
primo_central: open_green
verified: verified_manual
elements_source: Manually entered
elements_id: 1025006
doi: 10.1145/2678025.2701390
isbn_13: 9781450333061
lyricists_name: Dowell, John
lyricists_id: JDOWE39
actors_name: Dowell, John
actors_name: Allington-Smith, Dominic
actors_id: JDOWE39
actors_id: DAALL44
actors_role: owner
actors_role: impersonator
full_text_status: public
series: International conference on Intelligent User Interfaces
volume: 20
place_of_pub: New York, NY, USA
pagerange: 296-299
pages: 4
event_title: 20th International Conference on Intelligent User Interfaces (IUI '15)
event_location: Atlanta
institution: 20th International Conference on Intelligent User Interfaces
book_title: IUI '15: Proceedings of the 20th International Conference on Intelligent User Interfaces
editors_name: Brdiczka, O
editors_name: Chau, P
editors_name: Carenini, G
editors_name: Pan, S
editors_name: Kristensson, PO
citation:        Lopez-Tovar, H;    Charalambous, A;    Dowell, J;      (2015)    Managing Smartphone Interruptions through Adaptive Modes and Modulation of Notifications.                     In: Brdiczka, O and Chau, P and Carenini, G and Pan, S and Kristensson, PO, (eds.) IUI '15: Proceedings of the 20th International Conference on Intelligent User Interfaces.  (pp. pp. 296-299).  Association for Computing Machinery (ACM): New York, NY, USA.       Green open access   
 
document_url: https://discovery.ucl.ac.uk/id/eprint/1465319/1/Dowell_iui%20Lopez.pdf