Automatic text summarization methods: A comprehensive review

G Sharma, D Sharma - SN Computer Science, 2022 - Springer
Text summarization is the process of condensing a long text into a shorter version by
maintaining the key information and its meaning. Automatic text summarization can save …

A survey of automatic text summarization: Progress, process and challenges

MF Mridha, AA Lima, K Nur, SC Das, M Hasan… - IEEE …, 2021 - ieeexplore.ieee.org
With the evolution of the Internet and multimedia technology, the amount of text data has
increased exponentially. This text volume is a precious source of information and knowledge …

[PDF][PDF] A comprehensive survey on text summarization systems

S Gholamrezazadeh, MA Salehi… - 2009 2nd international …, 2009 - hpcclab.org
Text summarization systems are among the most attractive research areas nowadays.
Summarization systems offers the possibility of finding the main points of texts and so the …

[PDF][PDF] A survey of text summarization extractive techniques

V Gupta, GS Lehal - Journal of emerging technologies in web intelligence, 2010 - Citeseer
Text Summarization is condensing the source text into a shorter version preserving its
information content and overall meaning. It is very difficult for human beings to manually …

Text summarization using latent semantic analysis

MG Ozsoy, FN Alpaslan… - Journal of information …, 2011 - journals.sagepub.com
Text summarization solves the problem of presenting the information needed by a user in a
compact form. There are different approaches to creating well-formed summaries. One of the …

A survey on automatic text summarization

N Nazari, MA Mahdavi - Journal of AI and Data Mining, 2019 - jad.shahroodut.ac.ir
Text summarization endeavors to produce a summary version of a text, while maintaining
the original ideas. The textual content on the web, in particular, is growing at an exponential …

Extractive single-document summarization based on genetic operators and guided local search

M Mendoza, S Bonilla, C Noguera, C Cobos… - Expert Systems with …, 2014 - Elsevier
Due to the exponential growth of textual information available on the Web, end users need
to be able to access information in summary form–and without losing the most important …

A hybrid approach for arabic text summarization using domain knowledge and genetic algorithms

QA Al-Radaideh, DQ Bataineh - Cognitive Computation, 2018 - Springer
Text summarization is the process of producing a shorter version of a specific text. Automatic
summarization techniques have been applied to various domains such as medical, political …

[HTML][HTML] An evolutionary framework for multi document summarization using Cuckoo search approach: MDSCSA

R Rautray, RC Balabantaray - Applied computing and informatics, 2018 - Elsevier
In today's scenario the rate of growth of information is expanding exponentially in the World
Wide Web. As a result, extracting valid and useful information from a huge data has become …

Cat swarm optimization based evolutionary framework for multi document summarization

R Rautray, RC Balabantaray - Physica a: statistical mechanics and its …, 2017 - Elsevier
Abstract Today, World Wide Web has brought us enormous quantity of on-line information.
As a result, extracting relevant information from massive data has become a challenging …