Information Retrieval and Graph Analysis Approaches for Book Recommendation

Table 2

Experimental results. The runs are ranked according to nDCG@10. () denotes significance according to Wilcoxon test [8]. In all cases, all of our tests produced two-sided value, .

2014 topic set
Run	nDCG@10	Recip Rank	MAP	P@10
InL2	0.128	0.236	0.101	0.067
InL2_SDM	0.136 ()	0.249 ()	0.1052 ()	0.070 ()
InL2_DGD_PR	0.122 ()	0.239 ()	0.090 ()	0.0695 ()
InL2_DGD_MnRtg	0.105 ()	0.192 ()	0.081 ()	0.057 ()
2015 topic set
Run	nDCG@10	Recip Rank	MAP	P@10
InL2	0.063	0.147	0.046	0.044
InL2_SDM	0.069 ()	0.166 ()	0.051 ()	0.050 ()
InL2_DGD_PR	0.068 ()	0.157 ()	0.048 ()	0.052 ()
InL2_DGD_MnRtg	0.066 ()	0.148 ()	0.042 ()	0.052 ()