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Table 1 Context normalization utilizing the dataset of user U1

From: Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling

Instance

Con1

Con2

Con3

Con4

Con5

Con6

Con7

\(I_1\)

1.72776303

− 0.59938852

0.12437413

− 1.02323747

− 1.26171878

0.9962435

0.06997602

\(I_{50}\)

0.6963469

− 0.59938852

0.12437413

0.97729024

− 1.26171878

0.43511498

− 1.21824026

\(I_{100}\)

− 0.77342109

1.66836695

− 0.58342305

− 1.02323747

1.13253553

− 1.24827061

− 1.21824026

\(I_{500}\)

0.82527391

− 0.59938852

1.53996849

0.97729024

1.13253553

0.43511498

1.35819231

\(I_{1000}\)

0.7479177

− 0.59938852

1.53996849

0.97729024

− 0.06459162

0.9962435

− 1.21824026

\(I_{2000}\)

1.5472652

− 0.59938852

0.12437413

− 1.02323747

− 1.26171878

0.43511498

1.35819231