Indian Journal of Science and Technology

Open Access Open Access  Restricted Access Subscription Access

A New Model for Question-Answer based Dialogue System for Indian Railways in Hindi Language


Affiliations
1 Punjab Technical University, Kapurthala Road, Jalandhar – 144601, Punjab, India
2 St. Soldier Institute of Engineering and Technology, Jalandhar – 144622, Punjab, India
3 Department of Computer Science, D. A.V. College, Amritsar – 143001, Punjab, India
 

Objective: Currently, the user is rely on the results of the Google search i.e. lengthy documents, web links etc. So, Question Answering (QA) dialogue system becomes more vital to access the succinct answers in a jiffy. Methods: The main focus is on Query Processing based on partial semantic and syntactic analysis and keyword based approach. The major module is Dialogue Manager which is responsible to communicate between the User and the System to resolve anaphora and Co-reference problems. Findings: The existing Indian Railway system is based on clicking system which is more time consuming. Thus, proposed QA dialogue system provides specific and concise answers to users. The results are encouraging and a motivation for further research in this field. The proposed system restricted to provide answers of related queries but further extension of the system can also include replies related arrival time, departure time over the phone etc.

Keywords

Dialogue based Question-Answering System, Dialogue Manager, Semantic Analysis
User

Abstract Views: 199

PDF Views: 0




  • A New Model for Question-Answer based Dialogue System for Indian Railways in Hindi Language

Abstract Views: 199  |  PDF Views: 0

Authors

Lovely Sharma
Punjab Technical University, Kapurthala Road, Jalandhar – 144601, Punjab, India
Vijay Dhir
St. Soldier Institute of Engineering and Technology, Jalandhar – 144622, Punjab, India
Kamaljeet Kaur
Department of Computer Science, D. A.V. College, Amritsar – 143001, Punjab, India

Abstract


Objective: Currently, the user is rely on the results of the Google search i.e. lengthy documents, web links etc. So, Question Answering (QA) dialogue system becomes more vital to access the succinct answers in a jiffy. Methods: The main focus is on Query Processing based on partial semantic and syntactic analysis and keyword based approach. The major module is Dialogue Manager which is responsible to communicate between the User and the System to resolve anaphora and Co-reference problems. Findings: The existing Indian Railway system is based on clicking system which is more time consuming. Thus, proposed QA dialogue system provides specific and concise answers to users. The results are encouraging and a motivation for further research in this field. The proposed system restricted to provide answers of related queries but further extension of the system can also include replies related arrival time, departure time over the phone etc.

Keywords


Dialogue based Question-Answering System, Dialogue Manager, Semantic Analysis



DOI: https://doi.org/10.17485/ijst%2F2015%2Fv8i35%2F124691