Title
Causality Analysis Between Collaboration Profiles And Musical Success
Abstract
Current research in music collaboration networks has established that social interaction can impact the music industry's trajectory. In a previous study, we found that the way artists connect professionally may affect their musical success. Subsequently, our goal is to deepen such analyses by using time series and Granger causality test for assessing whether there is a causal relationship between collaboration profiles and artist's popularity. Our experimental evaluation reveals varied relationships linking collaboration profiles and musical success, indicating a direct connection between these two factors analyzed.
Year
DOI
Venue
2019
10.1145/3323503.3349549
WEBMEDIA 2019: PROCEEDINGS OF THE 25TH BRAZILLIAN SYMPOSIUM ON MULTIMEDIA AND THE WEB
Keywords
Field
DocType
collaboration profiles, Granger causality, musical success, creative collaboration, ego networks
Data science,Causality,Computer science,Musical,Multimedia
Conference
Citations 
PageRank 
References 
0
0.34
0
Authors
2
Name
Order
Citations
PageRank
Mariana O. Silva101.01
Mirella M. Moro247057.48