Evaluation criteria for affect-annotated databases

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Abstract

In this paper a set of comprehensive evaluation criteria for affect-annotated databases is proposed. These criteria can be used for evaluation of the quality of a database on the stage of its creation as well as for evaluation and comparison of existing databases. The usefulness of these criteria is demonstrated on several databases selected from affect computing domain. The databases contain different kind of data: video or still images presenting facial expressions, speech recordings and affectannotated words.1

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Kolakowska, A., Landowska, A., Szwoch, M., Szwoch, W., & Wrobel, M. R. (2015). Evaluation criteria for affect-annotated databases. In Communications in Computer and Information Science (Vol. 521, pp. 585–597). Springer Verlag. https://doi.org/10.1007/978-3-319-18422-7_52

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