Twenty years of machine-learning-based text classification: A systematic review

A Palanivinayagam, CZ El-Bayeh, R Damaševičius - Algorithms, 2023 - mdpi.com
Machine-learning-based text classification is one of the leading research areas and has a
wide range of applications, which include spam detection, hate speech identification …

A topic modeling‐based bibliometric exploration of automatic summarization research

X Chen, H Xie, X Tao, L Xu, J Wang… - … : Data Mining and …, 2024 - Wiley Online Library
The surge in text data has driven extensive research into developing diverse automatic
summarization approaches to effectively handle vast textual information. There are several …

Redis-based full-text search extensions for relational databases

X Liao, L Peng, T Yang, T Li, Z Zhu - International Journal of Machine …, 2024 - Springer
In order to overcome the inefficiency and resource consumption of full-text search in
relational databases, a light full-text search model with auxiliary cache is developed …

Research on Big Data Text Clustering Algorithm Based on Swarm Intelligence

X Li, Z Shu - Wireless Communications and Mobile Computing, 2022 - Wiley Online Library
In order to break through the limitations of current clustering algorithms and avoid the direct
impact of disturbance on the clustering effect of abnormal big data texts, a big data text …

[PDF][PDF] Enhanced Cultural Algorithm for Information Retrieval System

DN Mhawi, HW Oleiwi, A Aldallal - Appl. Math, 2024 - naturalspublishing.com
The number of web pages is rapidly increasing worldwide, making the information retrieval
system (IRS) a crucial technology for search engines. Despite the enormous efforts made by …

Leveraging Towards Big Data Indexing for Industry Automation

AK Meher, D Mishra, AK Sahoo - … International Conference on …, 2024 - ieeexplore.ieee.org
Big data is a term which is nowaday's mostly used in almost all sectors like healthcare,
social media, agriculture etc. Just like that one of the areas is medical health care where we …

[DOC][DOC] A Survey on Text classification using different Machine Learning Approaches

Since machine learning-based text categorization has so many practical applications, such
as spam detection, hate speech identification, review summarization, rating analysis …

Lucene search engine development: a beginner's experience

A Azizan, NIN Mohd Sanusi, N Khairuddin… - Mathematical …, 2022 - ir.uitm.edu.my
Lucene provides a basic library package for building a complete textbased search engine. It
can be used in various ways to benefit both researchers and users. However, for a beginner …