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999 _c79047
_d79047
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020 _a9781786304193
020 _a9781119649403
041 _aeng
082 0 0 _a410.188
_223
100 1 _aClavel, Chloé,
_eauthor
245 _aOpinion analysis in interactions :
_bfrom data mining to human-agent interaction /
_cChloe Clavel.
264 1 _aHoboken, NJ :
_bWiley-ISTE,
_c2019.
300 _a1 online resource, (162 pages) ;
336 _2rdacontent
_atext
_btxt
337 _2rdamedia
_acomputer
_bc
338 _2rdacarrier
_aonline resource
_bcr
500 _aABOUT THE AUTHOR Chloé Clavel is Associate Professor at Télécom-ParisTech. She researches affective computing, a cross-cutting domain in which she specializes in natural language processing and human–agent interaction.
505 0 _aTABLE OF CONTENTS 1. Oral and Written Interaction Corpora. 2. Analyzing User Opinions in Human–human Interactions. 3. Analyzing User Opinions in Human–Agent?Interactions. 4. Socio-emotional Interaction Strategies: the Case of Alignment. 5. Generating Socio-emotional Behaviors.
520 _aAs time goes on, big companies such as Amazon, Microsoft, Google and Apple become increasingly interested in virtual assistants. The interest and development of social robots has put research into affective and social computing at the forefront of the scene. The aim of Opinion Analysis in Interactions is to present methods based on artificial intelligence through a combination of machine learning models and symbolic approaches. Also discussed are natural language processing and affective computing, via the analysis and generation of socio-emotional signals. The book explores the analysis of opinions in human–human interaction and tackles the less-explored (yet crucial) challenges related to the analysis methods of user opinions within the context of human–agent interaction. It also illustrates the implementation of strategies for selecting and generating agent utterances in response to user opinions, and opens up perspectives on the agent’s multimodal generation of utterances that hold attitudes.
650 0 _aCorpora (Linguistics).
650 0 _aComputational linguistics.
650 0 _aPublic opinion
_xData processing.
650 0 _aArtificial intelligence.
650 0 _aEmotions
_xData processing.
650 0 _aHuman-computer interaction.
655 0 _aElectronic books.
856 _yFull text available at Wiley Online Library Click here to view
_uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781119649403
942 _2ddc
_cER