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    Université de Fribourg

    Long-term effects of recommendation on the evolution of online systems

    Zhao, Dan-Dan (赵丹丹) ; Zeng, An (曾安) ; Shang, Ming-Sheng (尚明生) ; Gao, Jian (高见)

    In: Chinese Physics Letters, 2013, vol. 30, no. 11, p. 118901

    We employ a bipartite network to describe an online commercial system. Instead of investigating accuracy and diversity in each recommendation, we focus on studying the influence of recommendation on the evolution of the online bipartite network. The analysis is based on two benchmark datasets and several well-known recommendation algorithms. The structure properties investigated include item...