Title :
Multi-index hashing for information retrieval
Author :
Greene, Dan ; Parnas, Michal ; Yao, Frances
Abstract :
We describe a technique for building hash indices for a large dictionary of strings. This technique permits robust retrieval of strings from the dictionary even when the query pattern has a significant number of errors. This technique is closely related to the classical Turan problem for hypergraphs. We propose a general method of multi-index construction by generalizing certain Turan hypergraphs. We also develop an accompanying theory for analyzing such hashing schemes. The resulting algorithms have been implemented and can be applied to a wide variety of recognition and retrieval problems
Keywords :
data structures; file organisation; information retrieval; query formulation; Turan problem; algorithms; hash indices; information retrieval; multi-index construction; multi-index hashing; robust retrieval; Application software; Computer errors; Data structures; Dictionaries; Error correction; Hamming distance; Handwriting recognition; Information retrieval; Robustness; Speech;
Conference_Titel :
Foundations of Computer Science, 1994 Proceedings., 35th Annual Symposium on
Conference_Location :
Santa Fe, NM
Print_ISBN :
0-8186-6580-7
DOI :
10.1109/SFCS.1994.365720