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A Machine-Learning Apprentice for the Completion of Repetitive Forms
February 1994 (vol. 9 no. 1)
pp. 28-33
ASCII Text
x 
 
Leonard A. Hermens, Jeffrey C. Shlimmer, "A Machine-Learning Apprentice for the Completion of Repetitive Forms," IEEE Intelligent Systems, vol. 9, no. 1, pp. 28-33, February, 1994.
 
 
BibTex
x
 
@article{ 10.1109/64.295135,
author = {Leonard A. Hermens and Jeffrey C. Shlimmer},
title = {A Machine-Learning Apprentice for the Completion of Repetitive Forms},
journal ={IEEE Intelligent Systems},
volume = {9},
number = {1},
issn = {0885-9000},
year = {1994},
pages = {28-33},
doi = {http://doi.ieeecomputersociety.org/10.1109/64.295135},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - MGZN
JO - IEEE Intelligent Systems
TI - A Machine-Learning Apprentice for the Completion of Repetitive Forms
IS - 1
SN - 0885-9000
SP28
EP33
EPD - 28-33
A1 - Leonard A. Hermens,
A1 - Jeffrey C. Shlimmer,
PY - 1994
VL - 9
JA - IEEE Intelligent Systems
ER -
 

The authors have developed a software environment in which workers can complete repetitive forms, and a machine-learning and prediction system that works within it. The nonintrusive assistant or apprentice provides viable default values for blank fields in a form, saving users up to 87 percent in keystroke effort and correctly predicting nearly 90 percent of the form's values. The system and prediction methods are active, yet not intrusive. Default predictions are always displayed, yet the user can override them easily with normal editing commands.

Citation:
Leonard A. Hermens, Jeffrey C. Shlimmer, "A Machine-Learning Apprentice for the Completion of Repetitive Forms," IEEE Intelligent Systems, vol. 9, no. 1, pp. 28-33, Feb. 1994, doi:10.1109/64.295135
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