Classification of multi-channel EEG signals for recommendations based on the features of web content. Several ratios and metrics based on spectral properties, temporal windowing and signal change detection are developed to meaure different states of consciousness while playing online games and viewing web content. Flexiblity in forward and backward chaining of decision rules along with heuristics is a feature of this application