Document type
Conference papers
Document subtype
Full paper
Title
Towards Multimodal Search and Visualization of Movies Based on Emotions
Participants in the publication
Francisco Caldeira (Author)
FACULDADE DE CIÊNCIAS DA UNIVERSIDADE DE LISBOA
João Lourenço (Author)
FACULDADE DE CIÊNCIAS DA UNIVERSIDADE DE LISBOA
Nuno Tavares Silva (Author)
FACULDADE DE CIÊNCIAS DA UNIVERSIDADE DE LISBOA
Teresa Chambel (Author)
LASIGE
Summary
Movies are one of the most important and impactful forms of entertainment and a powerful vehicle for culture and education, due to the cognitive and emotional impact on the viewers, and technology has been making them more accessible in pervasive services and devices. As such, the huge amount of movies we can access, and the important role emotions play in our lives, make more pertinent the ability to access, visualize and search movies based on their emotional impact. In this paper, we characterize the challenges and approaches in this scenario, and present interactive means to visualize and search movies based on their dominant and actual emotional impact along the movie, with different models and modalities. In particular through emotional highlights and trajectories, the user's emotional state, or a music being played. Music contributes greatly to the emotional impact of movies and it can also be a trigger to get us into one of them in serendipitous moments.
Date of Publication
2022-06-21
Event
ACM International Conference on Interactive Media Experiences
Publication Identifiers
Address
Aveiro JB Portugal
Publisher
ACM
Starting page
349
Last page
356
Document Identifiers
DOI -
https://doi.org/10.1145/3505284.3532987
URL -
http://dx.doi.org/10.1145/3505284.3532987