摘要
随着互联网的普及和技术的发展,一系列在线音乐社区和社交网站陆续出现,为音乐研究提供了大量的社会化数据。结合新兴的大数据分析方法和人工智能手段,研究者在音乐文化研究方面取得了一系列进展,在音乐文化感知、音乐文化社会学、音乐文化传播学等方面建立了大量新的认知,体现了大数据方法在音乐文化研究方面的广泛适用性。阐述了基于社会化大数据的音乐文化研究的进展,并总结了这一领域研究面临的问题与挑战。
In recent years, along with the popularity of the Internet and the development of technology, the rise of a series of online music communities and social websites provide a large amount of social data for the research on music culture. By combining bigdata approach and artificial intelligence methods, researchers have made a series of advances in the studies of music culture, and established a lot of new knowledge in music cultural perception, music cultural sociology, the communication of music culture, and so on. It shows the wide potential applicability of big-data-based approaches in the research of music culture. The recent social-big-data-based studies on music culture were introduced briefly, and some open problems and challenges in this issue were summarized.
作者
耿屿
韩筱璞
吕琳媛
GENG Yu;HAN Xiaopu;LU Linyuan(Alibaba Research Center for Complexity-Sciences,Hangzhou Normal University,Hangzhou 311121,China;Institute of Fundamental and Frontier Sciences,University of Electronic Science and Technology of China,Chengdu 611731,China)
出处
《大数据》
2018年第5期29-40,共12页
Big Data Research
基金
国家自然科学基金资助项目(No.61873081)
浙江省自然科学基金基础公益研究计划项目(No.LGF18F030007)~~
关键词
音乐文化
社会化大数据
音乐文化感知
音乐文化社会学
音乐文化传播学
music culture
social big data
music cultural perception
music cultural sociology
communication of music culture