An Interactive Music Playlist Generator that Responds to User Emotion and Context
Conference paper
Griffiths, D, Cunningham, S and Weinel, J (2016). An Interactive Music Playlist Generator that Responds to User Emotion and Context. Bowen, Jonathan P, Diprose, Graham and Lambert, Nick (ed.) Electronic Visualisation and the Arts (EVA 2016). London, UK 12 - 14 Jul 2016 British Computer Society. https://doi.org/10.14236/ewic/EVA2016.53
Authors | Griffiths, D, Cunningham, S and Weinel, J |
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Type | Conference paper |
Abstract | This paper aims to demonstrate the mechanisms of a music recommendation system, and accompanying graphical user interface (GUI), that is capable of generating a playlist of songs based upon an individual’s emotion or context. This interactive music playlist generator has been designed as part of a broader system, Intended for mobile devices, which aims to suggest music based upon ‘how the user is feeling’ and ‘what the user is doing’ by evaluating real-time physiological and contextual sensory data using machine learning technologies. For instance, heart rate and skin temperature in conjunction with ambient light, temperature and global positioning satellite (GPS) could be used to a degree to infer one’s current situation and corresponding mood. |
Year | 2016 |
Journal | Electronic Visualisation and the Arts (EVA 2016) |
Publisher | British Computer Society |
Digital Object Identifier (DOI) | https://doi.org/10.14236/ewic/EVA2016.53 |
Web address (URL) | http://ewic.bcs.org/category/18854 |
Publisher's version | License File Access Level Open |
Publication dates | |
12 Jul 2016 | |
Publication process dates | |
Deposited | 02 Mar 2019 |
Accepted | 12 Jul 2016 |
Editors | Bowen, Jonathan P, Diprose, Graham and Lambert, Nick |
https://openresearch.lsbu.ac.uk/item/8733q
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