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Emotions are a subject of intense debate in various disciplines. Despite theproliferation of theories and definitions, there is still no consensus on whatemotions are, and how to model the different concepts involved when we talkabout - or categorize - them. In this paper, we propose an OWL frame-basedontology of emotions: the Emotion Frames Ontology (EFO). EFO treats emotions assemantic frames, with a set of semantic roles that capture the differentaspects of emotional experience. EFO follows pattern-based ontology design, andis aligned to the DOLCE foundational ontology. EFO is used to model multipleemotion theories, which can be cross-linked as modules in an Emotion OntologyNetwork. In this paper, we exemplify it by modeling Ekman's Basic Emotions (BE)Theory as an EFO-BE module, and demonstrate how to perform automated inferenceson the representation of emotion situations. EFO-BE has been evaluated bylexicalizing the BE emotion frames from within the Framester knowledge graph,and implementing a graph-based emotion detector from text. In addition, an EFOintegration of multimodal datasets, including emotional speech and emotionalface expressions, has been performed to enable further inquiry into crossmodalemotion semantics.

EFO: the Emotion Frame Ontology