首页 | 本学科首页   官方微博 | 高级检索  
   检索      


The Multi-Scale Network Landscape of Collaboration
Authors:Arram Bae  Doheum Park  Yong-Yeol Ahn  Juyong Park
Institution:1. Graduate School of Culture Technology, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.; 2. School of Informatics and Computing, Indiana University, Bloomington, Indiana, United States of America.; University of Namur, BELGIUM,
Abstract:Propelled by the increasing availability of large-scale high-quality data, advanced data modeling and analysis techniques are enabling many novel and significant scientific understanding of a wide range of complex social, natural, and technological systems. These developments also provide opportunities for studying cultural systems and phenomena—which can be said to refer to all products of human creativity and way of life. An important characteristic of a cultural product is that it does not exist in isolation from others, but forms an intricate web of connections on many levels. In the creation and dissemination of cultural products and artworks in particular, collaboration and communication of ideas play an essential role, which can be captured in the heterogeneous network of the creators and practitioners of art. In this paper we propose novel methods to analyze and uncover meaningful patterns from such a network using the network of western classical musicians constructed from a large-scale comprehensive Compact Disc recordings data. We characterize the complex patterns in the network landscape of collaboration between musicians across multiple scales ranging from the macroscopic to the mesoscopic and microscopic that represent the diversity of cultural styles and the individuality of the artists.
Keywords:
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号