Toward an adaptive command line interface
Brian D. Davison, Haym Hirsh · 1997
This paper explores different mechanisms for predicting the next command to be used for the UNIX command-line shell. We have collected command histories from 77 people, and have calculated the predictive accuracy for each of five methods over this dataset. The algorithm with the best performance has an average online predictive accuracy of up to 45%.