A new fuzzy logic-based query expansion model for efficient information retrieval using relevance feedback approach

J Singh, A Sharan - Neural Computing and Applications, 2017 - Springer
Efficient query expansion (QE) terms selection methods are really very important for
improving the accuracy and efficiency of the system by removing the irrelevant and …

Relevance feedback based query expansion model using Borda count and semantic similarity approach

J Singh, A Sharan - Computational intelligence and …, 2015 - Wiley Online Library
Pseudo‐Relevance Feedback (PRF) is a well‐known method of query expansion for
improving the performance of information retrieval systems. All the terms of PRF documents …

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 …

Context window based co-occurrence approach for improving feedback based query expansion in information retrieval

J Singh, A Sharan - … Journal of Information Retrieval Research (IJIRR …, 2015 - igi-global.com
Pseudo-relevance feedback (PRF) is a type of relevance feedback approach of query
expansion that considers the top ranked retrieved documents as relevance feedback. In this …

Improving pseudo relevance feedback based query expansion using genetic fuzzy approach and semantic similarity notion

P Bhatnagar, N Pareek - Journal of information science, 2014 - journals.sagepub.com
Pseudo relevance feedback-based query expansion is a popular automatic query
expansion technique. However, a survey of work done in the area shows that it has a mixed …

Biomedical Document Clustering

S Verma, S Mehrotra, ML Joshi, A Sharan - Text Mining Approaches for …, 2024 - Springer
Biomedical document clustering is a technique used to group similar biomedical documents
into clusters based on their content. Biomedical documents include research papers …

An upgraded model of query expansion using inverse-term frequency with pertinent response for internet of things

S Sharma, A Kumar, R Agrawal - International Journal of …, 2021 - inderscienceonline.com
The IOT plays an important role for recent internet access-based task to future internet and
information retrieval and it is a field which is relate our study to the structure, examination …

An insight into semantic similarity aspects using WordNet

A Sharan, ML Joshi - International Journal of Information …, 2010 - inderscienceonline.com
Semantic similarity is becoming a generic issue in variety of applications in areas of
information retrieval, computational linguistic and AI, both in the academia and industry …