 |
International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
|
Issue: January 2025
Volume 10 | Issue 1
Review Result and Publication of Paper within : 2-3 days
Click Here For more DetailsFor Authors
Forms / Download
Published Issue Details
Editorial Board
Other IMP Links
Facts & Figure
Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 104
Article Submitted : 11535
Article Published : 5832
Total Authors : 15371
Total Reviewer : 574
Total Countries : 104
Indexing Partner
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
Published Paper Details
|
|
| Paper Title: | A TF-IDF Method For Automatic Query Answering |
| Authors Name: | Anju K S , Neethu George , Surekha Mariam Varghese |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_180665
|
| Published Paper Id: | IJRTI1901012 |
| Published In: | Volume 4 Issue 1, January-2019 |
| DOI: | |
| Abstract: | A Fully functional query answering system has been quite popular among researchers. In this paper the design and implementation of an automatic query answering system is presented. In the proposed system, queries are given as input to the model and all related questions and possible answers related to that query above a threshold value is retrieved. In this approach the input query given is first preprocessed for normalization and standardization of data. Each questions and their answers are considered as individual documents with each questions linked with corresponding answer (answers are not preprocessed). Tokenization is performed on data and TF-IDF is used to generate representation vectors of documents. Input query is also converted to its vector form. In the proposed system, cosine similarity is used to find the similarity between the input query with the datas found in the dataset. This information can be used to give instantaneous reply to queries. The system tested and implemented successfully on kissan call centre data. |
| Keywords: | TF-IDF, Tokenization,Query-Answering,Cosine-similarity |
| Cite Article: | "A TF-IDF Method For Automatic Query Answering", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.4, Issue 1, page no.75 - 78, January-2019, Available :http://www.ijrti.org/papers/IJRTI1901012.pdf |
| Downloads: | 000204739 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
| Publication Details: |
Published Paper ID: IJRTI1901012
Registration ID:180665
Published In: Volume 4 Issue 1, January-2019
DOI (Digital Object Identifier):
Page No: 75 - 78 Country: Cherthala, Kerala, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI1901012 Published Paper PDF: https://www.ijrti.org/papers/IJRTI1901012 |
| Share Article: | |
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijrti.org
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | DOAJ : Directory of Open Access Journals |
| DRJI | Index Copernicus International | Scribd | DocStoc |
ISSN Details
 |
 |
|
ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
DOI (A digital object identifier)
| Providing A digital object identifier by DOI.ONE How to Get DOI? |
Conference
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Important Details
Join RMS/Earn 300
WhatsApp
Click Here
Click Here
Indexing Partner |
|||
| Copyright © 2025 - All Rights Reserved - IJRTI | |||