IEICE Transactions on Information and Systems
Online ISSN : 1745-1361
Print ISSN : 0916-8532
Regular Section
An Efficient Algorithm for Location-Aware Query Autocompletion
Sheng HUChuan XIAOYoshiharu ISHIKAWA
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2018 Volume E101.D Issue 1 Pages 181-192

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Abstract

Query autocompletion is an important and practical technique when users want to search for desirable information. As mobile devices become more and more popular, one of the main applications is location-aware service, such as Web mapping. In this paper, we propose a new solution to location-aware query autocompletion. We devise a trie-based index structure and integrate spatial information into trie nodes. Our method is able to answer both range and top-k queries. In addition, we discuss the extension of our method to support the error tolerant feature in case user's queries contain typographical errors. Experiments on real datasets show that the proposed method outperforms existing methods in terms of query processing performance.

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© 2018 The Institute of Electronics, Information and Communication Engineers
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