344153
doi
10.5281/zenodo.344153
oai:zenodo.org:344153
user-eu
Cully, Antoine
Imperial College
Demiris, Yiannis
Imperial College
DR 3.2: First prototype of user model construction algorithms featuring input from sentiment and interaction mining
Sappelli, Maya
TNO
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
<p> </p>
<p>This document describes the rst prototype of the<br>
PAL user modeling algorithm based on sentiment and interaction developed<br>
during the second year of the project in work package 3.<br>
The overall objective of workpackage 3 is to adapt the behavior of the<br>
PAL system to each of its users. This adaptation is necessary to ensure<br>
1) engagement of the user and 2) increased eectiveness in personal goal<br>
achievement. People tend to adapt their interaction style in a conversation<br>
based on observations such as the perceived sentiment of the conversation<br>
partner. For this purpose it is worthwhile to include sentiment in the in-<br>
teraction process, such that the robot or its avatar can adapt its behavior<br>
accordingly. Sentiment extracted from the child's diaries can assist in esti-<br>
mating the current well-being and emotional state of the child. Moreover,<br>
sentiment can be used as feedback mechanism to ne tune the user model.</p>
Zenodo
2017-02-28
info:eu-repo/semantics/report
779790
user-eu
award_title=Personal Assistant for healthy Lifestyle (PAL); award_number=643783; award_identifiers_scheme=url; award_identifiers_identifier=https://cordis.europa.eu/projects/643783; funder_id=00k4n6c32; funder_name=European Commission;
1579529178.30194
638307
md5:2170e256bd0b230cdf76fa728318c209
https://zenodo.org/records/344153/files/pal-d3-2Final.pdf
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isVersionOf
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