By Hendrik Blockeel, Jan Ramon, Jude Shavlik, Prasad Tadepalli
This publication constitutes the completely refereed post-conference complaints of the seventeenth overseas convention on Inductive common sense Programming, ILP 2007, held in Corvallis, OR, united states, in June 2007 together with ICML 2007, the foreign convention on desktop Learning.
The 15 revised complete papers and eleven revised brief papers offered including 2 invited lectures have been conscientiously reviewed and chosen from 38 preliminary submissions. The papers current unique effects on all features of studying in common sense, in addition to multi-relational studying and information mining, statistical relational studying, graph and tree mining, relational reinforcement studying, and studying in different non-propositional wisdom illustration frameworks. therefore all present subject matters in inductive common sense programming, starting from theoretical and methodological matters to complex functions in quite a few parts are covered.