Research Article

Cyber-Physical-Social Model for Service Recommendation in the Internet of Things

Table 2

The accuracy (%) based on cross-validations on the entertainment dataset and office dataset.

Training set (%)EntertainmentOffice
EDCFSTTSItemCFSORecCPSMEDCFSTTSItemCFSORecCPSM

2028.3223.7426.2826.8727.0332.1227.0429.1630.0531.30
3035.2734.1935.7536.2937.1638.4737.8938.7738.9640.86
4047.4556.9658.8259.1362.1152.6560.0261.2761.9863.21
5062.6170.5875.5576.0878.2564.3173.7875.1675.7877.73
6073.0882.6683.2583.9286.5176.4784.5485.3186.1988.63