Musicologists and sociologists have long been interested in patterns of music consumption and their relation to socioeconomic status. In particular, the Omnivore Thesis examines the relationship between these variables and the diversity of music a person consumes. Using data from social media users of Last.fm and Twitter, we design and evaluate a measure that reasonably captures diversity of musical tastes. We use that measure to explore associations between musical diversity and variables that capture socioeconomic status, demographics, and personal traits such as openness and degree of interest in music (into-ness). Our musical diversity measure can provide a useful means for studies of musical preferences and consumption. Also, our study of the Omnivore Thesis provides insights that extend previous survey and interview-based studies.
Decoding Musical Evolution Through Network Science
Department of Computer Science, Sapienza University of Rome(罗马大学计算机科学系);Department of Computer, Control and Management Engineering, Sapienza University of Rome(罗马大学计算机、控制与管理工程系);University of Padova, Department of Mathematics(帕多瓦大学数学系)
Mapping ChatGPT in Mainstream Media to Unravel Jobs and Diversity Challenges: Early Quantitative Insights through Sentiment Analysis and Word Frequency Analysis
Open University of Cyprus(塞浦路斯开放大学);CYENS Center of Excellence(CYENS卓越中心);University of Trento(特伦托大学);Universidad Católica “Nuestra Señora de la Asunción”(阿松森圣母升天天主教大学);Aalborg University(奥尔堡大学);Amrita Vishwa Vidyapeetham(阿姆里塔大学);Ben-Gurion University(本-古里安大学);National University of Mongolia(蒙古国立大学);London School of Economics and Political Science(伦敦政治经济学院);Idiap Research Institute(伊迪亚普研究所);EPFL(洛桑联邦理工学院);University of Tuebingen(蒂宾根大学);U-Hopper;IIIA-CSIC(西班牙国家研究委员会人工智能研究所);IPICYT(墨西哥科学与艺术高等研究院);Jilin University(吉林大学)
Temporal and Content Coupling Analysis of Social Media User Behavior
School of Journalism and Communication, Beijing Normal University(北京师范大学新闻与传播学院);Computational Communication Research Center, Beijing Normal University(北京师范大学计算传播研究中心);School of Journalism and Communication, Guangzhou University(广州大学新闻与传播学院)