Product improvement in a big data environment: A novel method based on text mining and large group decision making

F Zhang, W Song - Expert Systems with Applications, 2024 - Elsevier
Product improvement has become a multifaceted and uncertain endeavour for
manufacturers in an increasingly competitive business environment. Online platforms have …

A binary grey wolf optimizer to solve the scientific document summarization problem

R Das, D Debnath, P Pakray, NC Kumar - Multimedia Tools and …, 2024 - Springer
The extraction of information from the extensive volume of online textual data poses a
significant challenge, and text summarization plays a pivotal role in overcoming this …

Systematic Literature Review: Automated Text Summarization for Indonesian Language

RI Naharuddin, PI Santosa… - 2023 10th International …, 2023 - ieeexplore.ieee.org
Text and document summarization machines is becoming more and more indispensable
following the increase in the amount of digital information available both online and offline …

Sentiment-based abstractive text summarization using attention oriented lstm model

D Debnath, R Das, S Rafi - … Engineering and Analytics: Proceedings of the …, 2022 - Springer
Product reviews are essential as they help customers to make purchase decisions. Often
these product reviews are used to be too abundant, lengthy and descriptive. However, the …

Advanced product review summarization in e-commerce marketplaces: elevating beyond tf-idf and lexrank method

RM Anggraeni, DP Ismi - Science in Information Technology …, 2022 - pubs2.ascee.org
In the fiercely competitive domain of online product sales, wherein engendering trust among
prospective buyers assumes paramount significance, the role of product reviews cannot be …

Abstractive and Extractive Approaches for Summarizing Multi-document Travel Reviews

NA Ranggianto, D Purwitasari, C Fatichah… - … (Rekayasa Sistem dan …, 2023 - jurnal.iaii.or.id
Travel reviews offer insights into users' experiences at places they have visited, including
hotels, restaurants, and tourist attractions. Reviews are a type of multidocument, where one …

Efficient Meeting Insights: NLP-Enhanced Summarization of Voice and Text

KS Brahmachari, M Hanumesh… - 2024 15th …, 2024 - ieeexplore.ieee.org
In order to improve meeting efficiency in the ever-changing workplace, research has mostly
focused on sophisticated text summarization techniques such as machine learning, hybrid …

Automatic Text Review Summarization of Digital Library System Application using TextRank Algorithm and TF-IDF

IMK Karo, A Perdana, S Dewi - 2024 4th International …, 2024 - ieeexplore.ieee.org
The availability of mobile apps of digital library systems facilitates the needs of library visitors
and allow the user give review as a user experience. The summarized user experience can …

Comparative Analysis of Summarization Methods for Skin Care Product Reviews: A Study on BERT, BART, and T5 Models

NA Maghfiroh, FA Bachtiar… - … Conference on Advanced …, 2023 - ieeexplore.ieee.org
The growth of the skin care industry is driving consumers to look for product review
information. The skincare product currently widely used by women and men is facial wash …

Abstractive Text Summarization using Machine Learning

A Dingare, D Bein, W Bein, A Verma - ITNG 2022 19th International …, 2022 - Springer
Text summarization creates a brief and succinct summary of the original text. The
summarized text highlights the main text's most interesting points without omitting crucial …