JOURNAL ARTICLE

Extractive multi document summarization using harmony search algorithm

Zuhair Hussein AliAhmed Kawther HusseinHaithem Kareem AbassElham Fadel

Year: 2020 Journal:   TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol: 19 (1)Pages: 89-89   Publisher: Ahmad Dahlan University

Abstract

<p>The exponential growth of information on the internet makes it troublesome for users to get valuable information. Text summarization is the process to overcome such a problem. An adequate summary must have wide coverage, high diversity, and high readability. In this article, a new method for multi document summarization has been supposed based on a harmony search algorithm that optimizes the coverage, diversity, and readability. Concerning the benchmark dataset Text Analysis Conference (TAC-2011), the ROUGE package used to measure the effectiveness of the proposed model. The calculated results support the effectiveness of the proposed approach.<br> <br> <br> <br> <br> <br>  </p>

Keywords:
Automatic summarization Harmony search Computer science Harmony (color) Artificial intelligence Information retrieval Algorithm Natural language processing Art

Metrics

6
Cited By
0.44
FWCI (Field Weighted Citation Impact)
31
Refs
0.69
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Text and Document Classification Technologies
Physical Sciences →  Computer Science →  Artificial Intelligence
Topic Modeling
Physical Sciences →  Computer Science →  Artificial Intelligence
Natural Language Processing Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence

Related Documents

JOURNAL ARTICLE

Single document extractive text summarization using cuckoo search algorithm

Siba Prasad PatiRasmita Rautray

Journal:   Journal of Information and Optimization Sciences Year: 2022 Vol: 43 (5)Pages: 1089-1097
JOURNAL ARTICLE

Unsupervised extractive multi-document text summarization using a genetic algorithm

Verónica Neri-MendozaYulia LedenevaRené Arnulfo García-Hernández

Journal:   Journal of Intelligent & Fuzzy Systems Year: 2020 Vol: 39 (2)Pages: 2397-2408
JOURNAL ARTICLE

Extractive Multi-Document Summarization using Neural Network

Ravina MohodVijaya Kamble

Journal:   International Journal of Scientific Research in Science and Technology Year: 2018 Vol: 4 (8)Pages: 173-178
JOURNAL ARTICLE

Extractive multi-document summarization using multilayer networks

Jorge Valverde TohalinoDiego R. Amancio

Journal:   Physica A Statistical Mechanics and its Applications Year: 2018 Vol: 503 Pages: 526-539
© 2026 ScienceGate Book Chapters — All rights reserved.