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Power to the People: Exploring Neighbourhood Formations in Social Recommender System

, , and . Proceedings of the Fifth ACM Conference on Recommender Systems, page 337--340. New York, NY, USA, ACM, (2011)

Abstract

The explosive growth of online social networks in recent times has presented a powerful source of information to be utilised in personalised recommendations. Unsurprisingly there has already been a large body of work completed in the recommender system field to incorporate this social information into the recommendation process. In this paper we examine the practice of leveraging a user's social graph in order to generate recommendations. Using various neighbourhood selection strategies, we examine the user satisfaction and the level of perceived trust in the recommendations received.

Description

Power to the people

Links and resources

DOI:
10.1145/2043932.2043997
URL:
BibTeX key:
Bourke:2011:PPE:2043932.2043997
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