What are the grand challenges for data mining? - KDD-2006 panel report

TitleWhat are the grand challenges for data mining? - KDD-2006 panel report
Publication TypeJournal Articles
Year of Publication2006
AuthorsPiatetsky-Shapiro G, Djeraba C, Getoor L, Grossman R, Feldman R, Zaki M
JournalACM SIGKDD Explorations Newsletter
Volume8
Issue2
Pagination70 - 77
Date Published2006///
Abstract

We discuss what makes exciting and motivating Grand Challenge problems for Data Mining, and propose criteria for a good Grand Challenge. We then consider possible GC problems from multimedia mining, link mining, large- scale modeling, text mining, and proteomics. This report is the result of a panel held at KDD-2006 conference.