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. 2021 Jun 29;7(7):e07409. doi: 10.1016/j.heliyon.2021.e07409

Table 9.

Effect of the influence-constant, M, on reviewers' avg. error, avg. MSE, movie coverage and count of reviews (The scheme in Table 7 was used to update users’ weights).

Value of M When experts were derived considering set-1 (Root set: 2314 Reviewers)
When experts were derived considering set-2 (Root set: 1000 Reviewers)
No. of reviews made No. of products covered Avg.
Error
Avg. MSE No. of reviews made No. of products covered Avg.
Error
Avg. MSE
0 3932 3910 0.019 0.009 2942 2913 0.027 0.015
25 5815 5694 0.023 0.013 6713 6653 0.034 0.024
50 9289 9136 0.032 0.020 9837 9726 0.042 0.032
75 10539 10296 0.037 0.024 11338 11155 0.046 0.038
100 10980 10730 0.039 0.026 11596 11406 0.047 0.040
200 16343 15942 0.048 0.036 13363 13148 0.050 0.045
300 17032 16620 0.050 0.039 13844 13604 0.051 0.047
400 18697 18252 0.052 0.043 14528 14244 0.053 0.049
500 18920 18454 0.054 0.045 14698 14405 0.054 0.050
1000 19216 18759 0.055 0.047 15440 15077 0.058 0.053
1500 19333 18848 0.057 0.049 15708 15327 0.060 0.056
2000 19333 18848 0.057 0.049 15708 15327 0.060 0.056
3000 19345 18834 0.057 0.048 15708 15327 0.060 0.056
5000 19794 19278 0.060 0.051 15708 15327 0.060 0.056
10000 20438 19840 0.061 0.053 15708 15327 0.060 0.056