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Table 3 Influence of the ONTO-RESNIK algorithm in the top@20 list of recommendations for user 174228

From: Hybrid semantic recommender system for chemical compounds in large-scale datasets

ONTO-RESNIK

ALS

BPR

ALS-ONTO-m1

ALS-ONTO-m2

BPR-ONTO-m1

BPR-ONTO-m2

85291

85292

23527

85292

85292

85292

85292

85292

85291

87818

85291

85291

85291

85291

85175

140452

72719

140452

85175

69120

140452

119

27847

6610

17697

119

140452

119

271436

175901

52347

5769

2904

137350

271436

2904

49668

72715

65495

271436

140243

6438

132187

87837

72754

27847

132187

132325

79079

79079

5769

69120

137411

79079

128770

132187

6438

17606

85292

49668

6438

69121

2904

140452

60453

140443

90983

140452

41214

69120

87764

87839

69340

132795

132725

82669

85175

132738

60747

132325

60999

132738

5635

137350

132725

76108

64499

30659

87764

63919

140243

65778

76097

140191

138802

78884

68249

128770

78884

60999

41214

138806

65778

69110

65778

76952

30659

91001

66917

141568

74912

69121

16108

31718

91000

37998

73275

140182

63919

77692

138802

133759

28850

138274

68236

69110

16125

138806

85291

66756

76952

130073

140182

31623

90983

67448

66755

16108

66394

130073

  1. This user has as relevant items the following ChEBI IDs: 85291, 85292, 137008 and 140452. Underlined cells represent the relevant items recommended by each algorithm