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iSearch: an interpretation based framework for keyword search in relational databases
conference contribution
posted on 2023-05-23, 08:59 authored by Zeng, Z, Bao, Z, Ling, TW, Lee, MLKeyword search has become an effective information retrieval method for structured data. Existing works in relational database keyword search have addressed the problems of finding and evaluating candidate results. However, given that keyword queries are inherently ambiguous, it is often the case that candidate results do not match users’ search intention. In this paper, we analyze the limitations of current keyword search techniques and introduce the problem of generating and ranking keyword query interpretations. We propose a novel 3-phase keyword search paradigm which consists of: (1) the ability to predict query interpretations; (2) incorporate user feedback to to remove keyword ambiguities; (3) a ranking model to evaluate a query interpretation.
History
Publication title
Proceedings of the 3rd International Workshop on Keyword Search on Structured DataPagination
3-10ISBN
978-1-4503-1198-4Department/School
School of Information and Communication TechnologyPublisher
Association for Computing MachineryPlace of publication
United States of AmericaEvent title
3rd International Workshop on Keyword Search on Structured Data 2013Event Venue
Arizona, USADate of Event (Start Date)
2012-05-20Date of Event (End Date)
2012-05-24Rights statement
Copyright 2012 ACMRepository Status
- Restricted