A study on Efficiency of Bio Medical Data Extraction from PubMed Dataset using Elastic Search Engine

Modern software applications rely heavily on search and analytics as crucial components. Extracting valuable information from big data records is mandatory for development of effective text mining models. Existing text mining models require large number of trained data but lagging due to the small datasets available. For information extraction from the literature, there is a growing need for precise text mining methods. This research study provides an idea of extracting required information from the literature and identify research trends with the help of elastic search. People can better understand life’s phenomena and its rules on biological knowledge with aid of elastic search.

Authors

Institutions

Publication Details

Published
2024-10-23
DOI
https://doi.org/10.1109/icssas64001.2024.10760790
Citations
2
Primary Topic
Technology and Data Analysis
Type
article
Field-Weighted Citation Impact
1.56
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A study on Efficiency of Bio Medical Data Extraction from PubMed Dataset using Elastic Search Engine

S. Subashree, G. Pushpa, P. Mahalakshmi, S. Senthilkumar et al.
2 citations
Technology and Data Analysis
1.56
article

A study on Efficiency of Bio Medical Data Extraction from PubMed Dataset using Elastic Search Engine

S. Subashree, G. Pushpa, P. Mahalakshmi, S. Senthilkumar, E. Saranya
article en
2 citations

Abstract

Modern software applications rely heavily on search and analytics as crucial components. Extracting valuable information from big data records is mandatory for development of effective text mining models. Existing text mining models require large number of trained data but lagging due to the small datasets available. For information extraction from the literature, there is a growing need for precise text mining methods. This research study provides an idea of extracting required information from the literature and identify research trends with the help of elastic search. People can better understand life’s phenomena and its rules on biological knowledge with aid of elastic search.

Open International University for Alternative Medicines (IN), E.G.S. Pillay Engineering College, Rajalakshmi Engineering College
Openalex Percentile: Top 11%
Technology and Data Analysis
1.56
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.