Title :
Inductive query by examples (IQBE): a machine learning approach
Author :
Chen, H. ; She, L.
Author_Institution :
Dept. of Manage. Inf. Syst., Arizona Univ., Tucson, AZ, USA
Abstract :
This paper presents an incremental, inductive learning approach to query-by-examples for information retrieval (IR) and database management systems (DBMS). After briefly reviewing conventional information retrieval techniques and the prevailing database query paradigms, we introduce the ID5R algorithm, previously developed by Utgoff (1989), for "intelligent" and system-supported query processing.<>
Keywords :
database management systems; information retrieval; learning by example; query processing; DBMS; ID5R algorithm; IQBE; database management systems; database query paradigms; inductive query by example; information retrieval; machine learning; query processing;
Conference_Titel :
System Sciences, 1994. Proceedings of the Twenty-Seventh Hawaii International Conference on
Conference_Location :
Wailea, HI, USA
Print_ISBN :
0-8186-5090-7
DOI :
10.1109/HICSS.1994.323329
