Accessing movies based on emotional impact

• Autor(es): Oliveira, Eva ; Martins, Pedro ; Chambel, Teresa
• Data: 2013
• Identificador Persistente: http://hdl.handle.net/11110/323
• Origem: CiencIPCA
• Assunto(s): Movie affective classification; Movie Emotional Timelines; Movie emotional perspectives; Emotional movie access and exploration; Emotional impact on users; Visualization; iFelt; Emotion recognition
• Tipo de Documento: Artigo
• Idioma: Inglês

Descrição

Emotions play a central role in our daily lives, influencing the way we think and act, our health and sense of well-being, and films are by excellence the form of art that exploits our affective, perceptual and intellectual activity, holding the potential for a significant impact. Video is becoming a dominant and pervasive medium, and online video a growing entertainment activity on the web and iTV, mainly due to technological developments and the trends for media convergence. In addition, the improvement of new techniques for gathering emotional information about videos, both through content analysis or user implicit feedback through user physiological signals complemented in manual labeling from users, is revealing new ways for exploring emotional information in videos, films or TV series, and brings out new perspectives to enrich and personalize video access. In this work, we reflect on the power that emotions have in our lives, on the emotional impact of movies, and on how to address this emotional dimension in the way we classify and access movies, by exploring and evaluating the design of iFelt in its different ways to classify, access, browse and visualize movies based on their emotional impac