Enhancing query expansion method using word embedding

N Yusuf, MAM Yunus, N Wahid, N Wahid… - 2019 IEEE 9th …, 2019 - ieeexplore.ieee.org
Recently, many query expansion methods have been proposed to improve the results of
search applications. However, many of these search applications still lack better results and …

A hybrid model of query expansion using Word2Vec

AK Shukla, S Das - … on technology, research, and innovation for …, 2021 - ieeexplore.ieee.org
Query expansion method is one of the most popular methods to reduce the vocabulary
mismatch in Information retrieval tasks. Traditional methods of query expansion that use …

[PDF][PDF] Multi-strategy Query Expansion Method Based on Semantics.

L Li, H Wang - Journal of Digital Information Management, 2014 - dline.info
Query expansion adds related words to a user query in order to improve retrieval results. It's
an important step in information retrieval. Most of current query expansion methods pay …

A new modeling of query expansion using an effective bat-inspired optimization algorithm

I Khennak, H Drias, S Kechid - IFAC-PapersOnLine, 2016 - Elsevier
One of the most successful techniques to improve the retrieval effectiveness and overcome
the shortcomings of search engines is Query Expansion (QE). Despite its effectiveness, QE …

Query expansion for bangla search engine pipilika

MR Islam, J Rahman, MR Talha… - 2020 IEEE Region 10 …, 2020 - ieeexplore.ieee.org
Query expansion aims to extend the user query with related terms for improving the search
results of a search engine like Google, Pipilika (a Bangla search engine), etc. In this paper, a …

Bat algorithm for efficient query expansion: Application to medline

I Khennak, H Drias - New Advances in Information Systems and …, 2016 - Springer
Query expansion (QE) has long been suggested as an effective way to improve the retrieval
effectiveness and overcome the shortcomings of search engines. Notwithstanding its …

Ranks aggregation and semantic genetic approach based hybrid model for query expansion

J Singh - International Journal of Computational Intelligence …, 2017 - Springer
Effective query expansion terms selection methods are really very important for improving
the accuracy and efficiency of Pseudo-Relevance Feedback (PRF) based automatic query …

Information Retrieval based Improvising Search using Automatic Query Expansion

M Kulkarni, S Kale - 2021 Third International Conference on …, 2021 - ieeexplore.ieee.org
Current search engines like Google, Yahoo give the search results, indeed users are facing
problems in information retrieval. The main problem is because of word mismatch and …

Improving query expansion for information retrieval using wikipedia

L Gan, H Hong - International Journal of Database Theory and …, 2015 - earticle.net
Query expansion (QE) is one of the key technologies to improve retrieval efficiency. Many
studies on query expansion with relationships from single local corpus suffer from two …

Xu: an automated query expansion and optimization tool

M Gallant, H Isah, F Zulkernine… - 2019 IEEE 43rd Annual …, 2019 - ieeexplore.ieee.org
The exponential growth of information on the Internet is a big challenge for information
retrieval systems towards generating relevant results. Novel approaches are required to …