Beyond Artificial Intelligence Markup Language (AIML) rapid prototyping of a Q&A system
Doumanis, Ioannis and Smith, Serengul ORCID: https://orcid.org/0000-0003-0777-5637
(2013)
Beyond Artificial Intelligence Markup Language (AIML) rapid prototyping of a Q&A system.
In: The 9th International Conference on Intelligent Environments – IE'13 – Future Intelligent Educational Environments, 16-17July 2013, Athens.
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[Conference or Workshop Item]
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Abstract
Although Q&A systems have attracted a lot of research interest and efforts during the past few years (e.g. [1] and [2]), there are still a limited number of freely available tools for rapid application prototyping. This paper reviews and compares the available resources and suggests the Virtual People Factory (VPF) [3] as a good solution to rapidly built such systems. It then suggests a novel natural language processing (NLP) algorithm, as an additional layer to increase the VPF accuracy. Finally, the paper discusses a short study where the two approaches (script-based vs. language parsing) are compared and draws conclusions on their performance.
Item Type: | Conference or Workshop Item (Paper) |
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Keywords (uncontrolled): | Natural language processing, question-answering systems, cultural heritage |
Research Areas: | A. > School of Science and Technology > Computer Science |
Item ID: | 15879 |
Notes on copyright: | Access to full text restricted pending copyright check. |
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Depositing User: | Serengul Smith |
Date Deposited: | 11 May 2015 15:54 |
Last Modified: | 30 Nov 2022 00:10 |
URI: | https://eprints.mdx.ac.uk/id/eprint/15879 |
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