DocumentCode :
2543603
Title :
An automatic answering system with template matching for natural language questions
Author :
Gunawardena, Tilani ; Lokuhetti, Medhavi ; Pathirana, Nishara ; Ragel, Roshan ; Deegalla, Sampath
Author_Institution :
Fac. of Eng., Univ. of Peradeniya, Peradeniya, Sri Lanka
fYear :
2010
fDate :
17-19 Dec. 2010
Firstpage :
353
Lastpage :
358
Abstract :
Using computers to answer natural language questions is an interesting and challenging problem. Generally such problems are handled under two categories: open domain problems and close domain problems. This paper presents a system that attempts to solve close domain problems. Typically, in a close domain, answers to questions are not available in the public domain and therefore they cannot be searched using a search engine. Hence answers have to be stored in a database by a domain expert. Then, the challenge is to understand the natural language question so that the solution could be matched to the respective answer in the database. We use a template matching technique to perform this matching. In addition, given that our target is to use this system with non-native English speakers, we developed a method to overcome the mismatches we might encounter due to spelling mistakes. The system is developed such that the questions can be asked using short messages from a mobile phone and therefore the system is designed to understand SMS language in addition to English. One of the main contributions of this paper is the outcome presented of a deployment of this system in a real environment.
Keywords :
mobile computing; natural language processing; pattern matching; question answering (information retrieval); search engines; English language; SMS language; automatic answering system; mobile phone; natural language question; search engine; short message system; template matching technique; Artificial intelligence; Computers; Databases; Mobile handsets; Natural languages; Robots; Syntactics; Answering System; FAQ; SMS; Template Matching;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Automation for Sustainability (ICIAFs), 2010 5th International Conference on
Conference_Location :
Colombo
Print_ISBN :
978-1-4244-8549-9
Type :
conf
DOI :
10.1109/ICIAFS.2010.5715686
Filename :
5715686
Link To Document :
بازگشت