Title: From shell logs to shell scripts
Authors: Jacobs, Nico
Blockeel, Hendrik #
Issue Date: 2001
Publisher: Springer
Host Document: Lecture notes in computer science vol:2157 pages:80-90
Conference: International Conference on Inductive Logic Programming edition:11 location:Strasbourg, France date:September 9-11, 2001
Abstract: Analysing the use of a Unix command shell is one of the classic applications in the domain of adaptive user interfaces and user modelling. Instead of trying to predict the next command from a history of commands, we automatically produce scripts that automate frequent tasks. For this we use an ILP association rule learner. We show how to speedup the learning task by dividing it into smaller tasks, and the need for a preprocessing phase to detect frequent subsequences in the data. We illustrate this with experiments with real world data.
ISSN: 0302-9743
Publication status: published
KU Leuven publication type: IC
Appears in Collections:Informatics Section
# (joint) last author

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