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DC Field | Value | Language |
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dc.contributor.author | Paggio, Patrizia | - |
dc.contributor.author | Navarretta, Costanza | - |
dc.date.accessioned | 2022-12-12T13:43:16Z | - |
dc.date.available | 2022-12-12T13:43:16Z | - |
dc.date.issued | 2011 | - |
dc.identifier.citation | Paggio, P., & Navarretta, C. (2011, November). Learning to classify the feedback function of head movements in a Danish Corpus of first encounters. Proceedings of ICMI2011 Workshop Multimodal Corpora for Machine Learning, Spain. 1-6. | en_GB |
dc.identifier.uri | https://www.um.edu.mt/library/oar/handle/123456789/104341 | - |
dc.description.abstract | This paper deals with the automatic classification of feedback by head movement in the Danish NOMCO corpus, a collection of dyadic interactions in which speakers get to know each other for the first time. The results show that by using a combination of features related to the shape of head movements and facial expressions, together with features of the words these gestures are related with, good results (an F-score of 0.72) are achieved in distinguishing head movements used to express feedback from those that serve a different communicative function. Moreover, the distinction between feedback give and feedback elicit, can also be learnt with very good accuracy (an F-score of 0.913), although this result should be taken with caution due to the fact that one of the behaviours is much more dominant than the other in the corpus. | en_GB |
dc.language.iso | en | en_GB |
dc.rights | info:eu-repo/semantics/restrictedAccess | en_GB |
dc.subject | Corpora (Linguistics) | en_GB |
dc.subject | Facial expression -- Data processing | en_GB |
dc.subject | Body language -- Research | en_GB |
dc.subject | Automatic speech recognition | en_GB |
dc.subject | Speech acts (Linguistics) -- Data processing | en_GB |
dc.subject | Discourse analysis | en_GB |
dc.title | Learning to classify the feedback function of head movements in a Danish Corpus of first encounters | en_GB |
dc.type | conferenceObject | en_GB |
dc.rights.holder | The copyright of this work belongs to the author(s)/publisher. The rights of this work are as defined by the appropriate Copyright Legislation or as modified by any successive legislation. Users may access this work and can make use of the information contained in accordance with the Copyright Legislation provided that the author must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the prior permission of the copyright holder. | en_GB |
dc.bibliographicCitation.conferencename | ICMI | en_GB |
dc.bibliographicCitation.conferenceplace | Alicante, Spain. 14-18/11/2011. | en_GB |
dc.description.reviewed | peer-reviewed | en_GB |
Appears in Collections: | Scholarly Works - InsLin |
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