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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 24 / No. 2: Twenty-Second Innovative Applications of Artificial Intelligence Conference

Natural Language Aided Visual Query Building for Complex Data Access

March 8, 2023

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Authors

Shimei Pan

IBM T. J. Watson Research Center


Michelle Zhou

IBM T. J. Watson Research Center


Keith Houck

IBM T. J. Watson Research Center


Peter Kissa

IBM T. J. Watson Research Center


DOI:

10.1609/aaai.v24i2.18819


Abstract:

Over the past decades, there have been significant efforts on developing robust and easy-to-use query interfaces to databases. So far, the typical query interfaces are GUI-based visual query interfaces. Visual query interfaces however, have limitations especially when they are used for accessing large and complex datasets. Therefore, we are developing a novel query interface where users can use natural language expressions to help author visual queries. Our work enhances the usability of a visual query interface by directly addressing the "knowledge gap" issue in visual query interfaces. We have applied our work in several real-world applications. Our preliminary evaluation demonstrates the effectiveness of our approach

Topics: AAAI

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HOW TO CITE:

Shimei Pan|| Michelle Zhou|| Keith Houck|| Peter Kissa Natural Language Aided Visual Query Building for Complex Data Access Proceedings of the AAAI Conference on Artificial Intelligence, 24 (2010) 1821.

Shimei Pan|| Michelle Zhou|| Keith Houck|| Peter Kissa Natural Language Aided Visual Query Building for Complex Data Access AAAI 2010, 1821.

Shimei Pan|| Michelle Zhou|| Keith Houck|| Peter Kissa (2010). Natural Language Aided Visual Query Building for Complex Data Access. Proceedings of the AAAI Conference on Artificial Intelligence, 24, 1821.

Shimei Pan|| Michelle Zhou|| Keith Houck|| Peter Kissa. Natural Language Aided Visual Query Building for Complex Data Access. Proceedings of the AAAI Conference on Artificial Intelligence, 24 2010 p.1821.

Shimei Pan|| Michelle Zhou|| Keith Houck|| Peter Kissa. 2010. Natural Language Aided Visual Query Building for Complex Data Access. "Proceedings of the AAAI Conference on Artificial Intelligence, 24". 1821.

Shimei Pan|| Michelle Zhou|| Keith Houck|| Peter Kissa. (2010) "Natural Language Aided Visual Query Building for Complex Data Access", Proceedings of the AAAI Conference on Artificial Intelligence, 24, p.1821

Shimei Pan|| Michelle Zhou|| Keith Houck|| Peter Kissa, "Natural Language Aided Visual Query Building for Complex Data Access", AAAI, p.1821, 2010.

Shimei Pan|| Michelle Zhou|| Keith Houck|| Peter Kissa. "Natural Language Aided Visual Query Building for Complex Data Access". Proceedings of the AAAI Conference on Artificial Intelligence, 24, 2010, p.1821.

Shimei Pan|| Michelle Zhou|| Keith Houck|| Peter Kissa. "Natural Language Aided Visual Query Building for Complex Data Access". Proceedings of the AAAI Conference on Artificial Intelligence, 24, (2010): 1821.

Shimei Pan|| Michelle Zhou|| Keith Houck|| Peter Kissa. Natural Language Aided Visual Query Building for Complex Data Access. AAAI[Internet]. 2010[cited 2023]; 1821.


ISSN: 2374-3468


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