Digital Humanities and Film Archaeology: A Cross-Study and Validation Analysis of Text Mining and Sentiment Analysis

Authors

  • Fangru Lin Department of Design, Dongseo University, Busan47011, South Korea
  • Xiaohui Chu College of Art and Design, Zhengzhou University of Light Industry, Zhengzhou 450002, China
  • Zhiwei Chen Department of Design, Dongseo University, Busan47011, South Korea
  • Hae Yoon Kim Department of Design, Dongseo University, Busan47011, South Korea

Abstract

Digital technology has become an essential prerequisite for participation in all aspects of film creation, production, and research in the contemporary era. In this context, we propose a cross-study and validation analysis of digital humanities and film archaeology: text mining and sentiment analysis. According to the requirements of the current analysis, we first briefly describe the meaning of digital humanities, and then explore the relationship between digital humanities and film archaeology from three aspects: enhancing technological application innovation, improving audience experience and interaction, and promoting the development and integration of related industries. Based on this, guided by in-depth analysis of film and television content and emotion, we will investigate the practical effects of the cross-fertilization of text mining and sentiment analysis through audience feedback and market trend prediction, cultural and artistic innovation and inheritance, as well as sustainable technological development, thereby advancing digital humanities and the film archaeology industry into a new stage of development.

Published

2024-12-25

Issue

Section

Manuscript