Authors: | Anagnostopoulos, Theodoros Ferreira, Denzil Velloso, Eduardo Flores, Huber Van Berkel, Niels Sarsenbayeva, Zhanna Klakegg, Simon Visuri, Aku Luo, Chu Möttönen, Antti Kostakos, Vassilis Goncalves, Jorge |
Issue Date: | 4-Feb-2019 |
Journal: | Personal and Ubiquitous Computing |
Volume: | 23 |
Issue: | 1 |
Keywords: | Context-awareness, Machine learning, Sensors, Smartphones |
Abstract: | We investigate the predictability of the next unlock event on smartphones, using machine learning and smartphone contextual data. In a 2-week field study with 27 participants, we demonstrate that it is possible to predict when the next unlock event will occur. Additionally, we show how our approach can improve accuracy and energy efficiency by solely relying on software-related contextual data. Ba... |
ISSN: | 1617-4909 |
DOI: | 10.1007/s00779-018-01190-0 |
URI: | https://uniwacris.uniwa.gr/handle/3000/2681 |
Type: | Article |
Department: | Department of Business Administration |
School: | School of Administrative, Economics and Social Sciences |
Affiliation: | University of West Attica (UNIWA) |
Appears in Collections: | Articles / Άρθρα |
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