EmoStim: A Database of Emotional Film Clips with Discrete and Componential Assessment

06/14/2023
by   Rukshani Somarathna, et al.
0

Emotion elicitation using emotional film clips is one of the most common and ecologically valid methods in Affective Computing. However, selecting and validating appropriate materials that evoke a range of emotions is challenging. Here we present EmoStim: A Database of Emotional Film Clips as a film library with a rich and varied content. EmoStim is designed for researchers interested in studying emotions in relation to either discrete or componential models of emotion. To create the database, 139 film clips were selected from literature and then annotated by 638 participants through the CrowdFlower platform. We selected 99 film clips based on the distribution of subjective ratings that effectively distinguished between emotions defined by the discrete model. We show that the selected film clips reliably induce a range of specific emotions according to the discrete model. Further, we describe relationships between emotions, emotion organization in the componential space, and underlying dimensions representing emotional experience. The EmoStim database and participant annotations are freely available for research purposes. The database can be used to enrich our understanding of emotions further and serve as a guide to select or create additional materials.

READ FULL TEXT

page 6

page 29

page 33

page 37

page 39

page 40

page 41

page 42

research
10/22/2020

A Multi-Componential Approach to Emotion Recognition and the Effect of Personality

Emotions are an inseparable part of human nature affecting our behavior ...
research
10/08/2020

Emotion Invariant Speaker Embeddings for Speaker Identification with Emotional Speech

Emotional state of a speaker is found to have significant effect in spee...
research
09/25/2019

A generic framework for task selection driven by synthetic emotions

Given a certain complexity level, humanized agents may select from a wid...
research
04/03/2020

Comparing emotional states induced by 360^∘ videos via head-mounted display and computer screen

In recent years 360^∘ videos have been becoming more popular. For tradit...
research
11/30/2021

Emotions as abstract evaluation criteria in biological and artificial intelligences

Biological as well as advanced artificial intelligences (AIs) need to de...
research
09/14/2021

Recovering individual emotional states from sparse ratings using collaborative filtering

A fundamental challenge in emotion research is measuring feeling states ...
research
07/21/2023

Affective Affordance of Message Balloon Animations: An Early Exploration of AniBalloons

We introduce the preliminary exploration of AniBalloons, a novel form of...

Please sign up or login with your details

Forgot password? Click here to reset