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

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

نتاج البحث: نشر في مجلةمقالةمراجعة النظراء

ملخص

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.

اللغة الأصليةإنجليزيّة أمريكيّة
الصفحات (من إلى)14663-14684
عدد الصفحات22
دوريةMultimedia Tools and Applications
مستوى الصوت81
رقم الإصدار11
المعرِّفات الرقمية للأشياء
حالة النشرنُشِر - 2021

All Science Journal Classification (ASJC) codes

  • !!Software
  • !!Media Technology
  • !!Hardware and Architecture
  • !!Computer Networks and Communications

بصمة

أدرس بدقة موضوعات البحث “Movie emotion map: an interactive tool for exploring movies according to their emotional signature'. فهما يشكلان معًا بصمة فريدة.

قم بذكر هذا