Sociology Andmusic Recommendation Systems Part 1
نویسندگان
چکیده
Music recommendation systems have centred on two different approaches: content based analysis and collaborative filtering. Little attention has been paid to the reasons why these techniques have been effective. Fortunately, the social sciences have asked these questions. One of the findings of this research is that social context is much more important than previously thought. This paper introduces this body of research from sociology and its relevance for developing music recommendation algorithms.
منابع مشابه
Sociology and Music Recommendation Systems
Music recommendation systems have centred on two different approaches: content based analysis and collaborative filtering. Little attention has been paid to the reasons why these techniques have been effective. Fortunately, the social sciences have asked these questions. One of the findings of this research is that social context is much more important than previously thought. This paper introd...
متن کاملSimilar but Different: Exploiting Users' Congruity for Recommendation Systems
The pervasive use of social media provides massive data about individuals’ online social activities and their social relations. The building block of most existing recommendation systems is the similarity between users with social relations, i.e., friends. While friendship ensures some homophily, the similarity of a user with her friends can vary as the number of friends increases. Research fro...
متن کاملCOUSIN: A network-based regression model for personalized recommendations
Article history: Received 17 November 2014 Received in revised form 9 November 2015 Accepted 1 December 2015 Available online 11 December 2015 Recently, such state-of-the-art methods as collaborative filtering, content-based, model-based and graph-based approaches have achieved remarkable success in recommendations. However,most of themmake recommendations based on either information from users...
متن کاملچارچوب میانمدت مخارج دولت
Financial management systems follow triple goals of financial stability and discipline, strategic allocation of resources and operational efficiency. These triple goals are known as triple framework. Medium Term Expenditure Framework (MTEF) of government is a process taken in order to achieve the triple goals mentioned in many countries over the world during recent years. In this process, the g...
متن کاملRM-ODP Part 2 Descriptive Model 1993
This is the Yokohama version of Part 2 of the Reference Model for Open Distributed Processing.It has been reformatted from the ascii version but not edited (some cross-references have been corrected). The figures were redrawn and are from the Frame version of the 1992 CD. The official version of Part 2 can be obtained from the ODP anonymous FTP site in directory RM-ODP. ISO...
متن کامل