Roman, Norton Trevisan; Piwek, Paul; Carvalho, Ariadne Maria Brito Rizzoni and Alvares, Alexandre Rossi
(2015).
Sentiment and behaviour annotation in a corpus of dialogue summaries.
Journal of Universal Computer Science, 21(4) pp. 561–586.
Full text available as:
Abstract
This paper proposes a scheme for sentiment annotation. We show how the task can be made tractable by focusing on one of the many aspects of sentiment: sentiment as it is recorded in behaviour reports of people and their interactions. Together with a number of measures for supporting the reliable application of the scheme, this allows us to obtain sufficient to good agreement scores (in terms of Krippendorf's alpha) on three key dimensions: polarity, evaluated party and type of clause. Evaluation of the scheme is carried out through the annotation of an existing corpus of dialogue summaries (in English and Portuguese) by nine annotators. Our contribution to the field is twofold: (i) a reliable multi-dimensional annotation scheme for sentiment in behaviour reports; and (ii) an annotated corpus that was used for testing the reliability of the scheme and which is made available to the research community.
Metrics
Altmetrics from Altmetric | Citations from Dimensions |
| |
Download history for this item
These details should be considered as only a guide to the number of downloads performed manually. Algorithmic methods have been applied in an attempt to remove automated downloads from the displayed statistics but no guarantee can be made as to the accuracy of the figures.
Actions (login may be required)
CORE (COnnecting REpositories)
CORE (COnnecting REpositories)