Details

Autor(en) / Beteiligte

• Kächele, Markus
• Schels, Martin
• Meudt, Sascha
• Kessler, Viktor
• Glodek, Michael
• Thiam, Patrick
• Tschechne, Stephan
• Palm, Günther
• Schwenker, Friedhelm
• Campbell, Nick
• Poppe, Ronald
• Böck, Ronald
• Bonin, Francesca

Titel

On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction

Ist Teil von

• Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction, p.35-44

Ort / Verlag

Cham: Springer International Publishing

Link zum Volltext

Quelle

Alma/SFX Local Collection

Beschreibungen/Notizen

• In this paper, we discuss the topic of affective human-computer interaction from a data driven viewpoint. This comprises the collection of respective databases with emotional contents, feasible annotation procedures and software tools that are able to conduct a suitable labeling process. A further issue that is discussed in this paper is the evaluation of the results that are computed using statistical classifiers. Based on this we propose to use fuzzy memberships in order to model affective user state and endorse respective fuzzy performance measures.