The Rovereto Emotion and Cooperation Corpus: a new resource to investigate cooperation and emotions |
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Authors: | Federica Cavicchio Massimo Poesio |
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Affiliation: | (1) Center for Mind/Brain Sciences, University of Trento, Rovereto, Italy;(2) CSEE, Language and Computation Group, University of Essex, Essex, UK |
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Abstract: | The Rovereto Emotion and Cooperation Corpus (RECC) is a new resource collected to investigate the relationship between cooperation
and emotions in an interactive setting. Previous attempts at collecting corpora to study emotions have shown that this data
are often quite difficult to classify and analyse, and coding schemes to analyse emotions are often found not to be reliable.
We collected a corpus of task-oriented (MapTask-style) dialogues in Italian, in which the segments of emotional interest are
identified using psycho-physiological indexes (Heart Rate and Galvanic Skin Conductance) which are highly reliable. We then
annotated these segments in accordance with novel multimodal annotation schemes for cooperation (in terms of effort) and facial
expressions (an indicator of emotional state). High agreement was obtained among coders on all the features. The RECC corpus
is to our knowledge the first resource with psycho-physiological data aligned with verbal and nonverbal behaviour data. |
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