Title :
Finding the neighborhood of a query in a dictionary
Author :
Dolev, Danny ; Harari, Yuval ; Parnas, Michal
Author_Institution :
Inst. of Comput. Sci., Hebrew Univ. of Jerusalem, Israel
Abstract :
Many applications require the retrieval of all words from a fixed dictionary D, that are `close´ to some input string. The paper defines a theoretical framework to study the performance of algorithms for this problem, and provides a basic algorithmic approach. It is shown that a certain class of algorithms, D-oblivious algorithms, can not be optimal both in space and time. This is done by proving a lower bound on the tradeoff between the space and time complexities of D -oblivious algorithms. Several algorithms for this problem are presented, and their performance is compared to that of Ispell, the standard speller of Unix. On the Webster English dictionary the algorithms are shown to be faster than `Ispell´ by a significant factor, while incurring only a small cost in space
Keywords :
computational complexity; database theory; glossaries; query processing; D-oblivious algorithms; Ispell; Unix; Webster English dictionary; dictionary; query neighbourhood; space complexity; time complexities; Application software; Biochemical analysis; Chemistry; Computer science; Costs; DNA; Dictionaries; Proteins; Sequences; Speech analysis;
Conference_Titel :
Theory and Computing Systems, 1993., Proceedings of the 2nd Israel Symposium on the
Conference_Location :
Natanya
Print_ISBN :
0-8186-3630-0
DOI :
10.1109/ISTCS.1993.253486