Modelling user affect and sentiment in Intelligent User Interfaces [a tutorial overview]

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4 Scopus citations

Abstract

The computer-based automatic analysis of human sentiment, and affect are broadly expected to play a major role that will likely make 'that difference' in future Intelligent User Interfaces, as they bear the promise to lend interactive systems emotional intelligence. Such comprise intelligent digital games, e. g., for empowerment and inclusion, tutoring systems, information systems or virtual companions, e. g., in the car to name but a few. This tutorial aims to give a good introduction into the related fields of user Sentiment Analysis and user Affect Modelling. Its intention is to show the general technology, and its current reliability, the ways for technical integration and efficient embedding of solutions in a user interface context, and the latest trends in this young and ever emerging field. Emphasis is laid on highlighting the range of toolkits available at this moment with the aim of empowering one to immediately craft own solutions. This description contains the general motivation, goals, objectives, and topics.

Original languageEnglish
Title of host publicationIUI 2015 - Proceedings of the 20th ACM International Conference on Intelligent User Interfaces
PublisherAssociation for Computing Machinery
Pages443-446
Number of pages4
ISBN (Electronic)9781450333061
DOIs
StatePublished - 18 Mar 2015
Externally publishedYes
Event20th ACM International Conference on Intelligent User Interfaces, IUI 2015 - Atlanta, United States
Duration: 29 Mar 20151 Apr 2015

Publication series

NameInternational Conference on Intelligent User Interfaces, Proceedings IUI
Volume2015-January

Conference

Conference20th ACM International Conference on Intelligent User Interfaces, IUI 2015
Country/TerritoryUnited States
CityAtlanta
Period29/03/151/04/15

Keywords

  • Affective computing
  • Intelligent interaction
  • Opinion mining
  • Sentiment Analysis

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