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The Evolution of Hong Kong Cinema : A Topic Modeling Analysis of Audience Perceptions
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- 발행기관
- 한국정보기술응용학회 바로가기
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- 간행물
- JITAM 바로가기
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- 통권
- Vol.32 No.1 (2025.02)바로가기
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- 페이지
- pp.27-38
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- 저자
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- 언어
- 영어(ENG)
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- URL
- https://www.earticle.net/Article/A465776
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4,300원
원문정보
초록
- 영어
- Hong Kong cinema has undergone significant changes, shifting from an actor-driven, story-rich industry to one influenced by large-scale productions and global trends. This study applies topic modeling to analyze audience reviews of Hong Kong films from two periods: pre-2000 and post-2000. Using Latent Dirichlet Allocation (LDA), it identifies key thematic changes, highlighting a decline in acting quality and storytelling depth. Findings indicate that pre-2000 films were praised for strong performances and engaging narratives, while post-2000 films prioritized large-scale productions and high-budget visuals but faced criticism for weaker storytelling and predictable plots. The study suggests that Hong Kong cinema has struggled to retain its distinct identity amid globalization and competition from Hollywood and mainland Chinese productions. To regain its prominence, a balance between high production values and compelling storytelling is necessary. Future research should explore cross-cultural comparisons and industry perspectives to further understand audience engagement trends.
목차
Abstract
1. Introduction
2. Related Research
2.1 Computational Approaches to Film Analysis
2.2 Historical and Economic Transformations in Hong Kong Cinema
2.3 The Role of Film Reviews in Audience Perception Studies
3. Research Methodology
3.1 Data Collection and Preprocessing
3.2 Topic Modeling Approach
4. Topic Modeling Analysis Results
4.1 Topic Distributions in Pre-2000 Hong Kong Film Reviews
4.2 Topic Distributions in Post-2000 Hong Kong Film Reviews
4.3 Comparative Analysis of Pre-2000 and Post-2000 Hong Kong Cinema
5. Conclusion and Remarks
5.1 Summary of Findings
5.2 Implications for Hong Kong Cinema
5.3 Future Research Directions
5.4 Final Remarks
References
키워드
Hong Kong Cinema Topic Modeling Audience Perception Storytelling Evolution Globalization저자
간행물 정보
발행기관
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- 발행기관명
- 한국정보기술응용학회 [The Korea Society of Information Technology Applications]
- 설립연도
- 1999
- 분야
- 사회과학>경영학
- 소개
- 본 학회는 정보기술 관련 분야의 연구 및 교류를 촉진하여 국가 및 기업정보화 발전에 공헌함을 그 목적으로 한다.
간행물
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- 간행물명
- JITAM [Journal of Information Technology Applications and Management]
- 간기
- 격월간
- pISSN
- 1598-6284
- eISSN
- 2508-1209
- 수록기간
- 1999~2026
- 십진분류
- KDC 005 DDC 005
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