Movie emotion map: an interactive tool for exploring movies according to their emotional signature

Miki Cohen-Kalaf, Joel Lanir, Peter Bak, Osnat Mokryn

פרסום מחקרי: פרסום בכתב עתמאמרביקורת עמיתים

תקציר

We present Movie Emotion Map - a novel system that enables to view and browse through a large collection of movies according to the movies’ emotional characteristics. The system enables to view both the high-level structure of the movies emotional space and the low-level details of a single movie. We create an eight-dimensional emotional signature for each movie based on Plutchik’s theory of emotions, according to its reviews obtained from IMDb. We projected glyphs representing emotional signatures of the movies on a 2D plane using dimension reduction, thus, providing a topology of emotions for easy browsing and exploring. Results from a qualitative evaluation with 18 participants indicate that users could easily browse through movies according to the visualized landscape and that the tool enabled them to search, filter and find movies based on their emotional characteristics.

שפה מקוריתאנגלית אמריקאית
עמודים (מ-עד)14663-14684
מספר עמודים22
כתב עתMultimedia Tools and Applications
כרך81
מספר גיליון11
מזהי עצם דיגיטלי (DOIs)
סטטוס פרסוםפורסם - 2021

ASJC Scopus subject areas

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