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RESEARCH PRODUCT

Measuring Movie Script Similarity using Characters, Keywords, Locations, and Interactions

subject

description

Measuring similarity between multilayer networks is difficult, as it involves various layers and relationships that are challenging to capture using distance measures. Existing techniques have focused on comparing layers with the same number of nodes and ignoring interrelationships. In this research, we propose a new approach for measuring the similarity between multilayer networks while considering interrelationships and networks of various sizes. We apply this approach to multilayer movie networks composed of layers of different entities (character, keyword, and location) and interrelationships between them. The proposed method captures intra-layer and inter-layer relationships, providing a comprehensive overview of the multilayer network. It can be used in various applications, including analyzing movie story structures and social network analysis.