Multi-document text summarization using text clustering for Arabic Language

The process of multi-document summarization is producing a single summary of a collection of related documents. In this work we focus on generic extractive Arabic multi-document summarizers. We also describe the cluster approach for multi-document summarization. The problem with multi-document text...

Full description

Bibliographic Details
Main Author:	Waheeb, Samer Abdulateef
Format:	Dissertation
Language:	English English
Published:	2014
Subjects:	QA76 Computer software
Online Access:	https://etd.uum.edu.my/4373/1/s812273.pdf https://etd.uum.edu.my/4373/7/s812273_abstract.pdf https://etd.uum.edu.my/4373/
Abstract	Abstract here

Similar Items

Optimized feature construction methods for data summarization methods for data summarization of relational data
by: Florence Sia, Fui Sze
Published: (2014)

Improved Multi-Verse Optimizer In Text Document Clustering For Topic Extraction
by: Abasi, Ammar Kamal Mousa
Published: (2021)

Feature Selection And Enhanced Krill Herd Algorithm For Text Document Clustering
by: Abualigah, Laith Mohammad Qasim
Published: (2018)

Arabic Language Online Learning System
by: Omar, Ei Shibani Mohamed R.
Published: (2008)

Information Extraction From Malay Vehicle Advertisement Text Using Natural Language Processing Techniques.
by: Norfadila, Mahrom
Published: (2007)

Automatic Arabic text summarization using clustering and keyphrase extraction
by: Hamzah Noori Fejer (P72243)
Published: (2023)

Multi-Tap Mobile Phone Text Entry : Key-Press Operators For Keystroke Level Model
by: Srour, Ayman I. H.
Published: (2008)

A Pattern-Growth Sentence Compression Technique For Malay Text Summarizer
by: Alias, Suraya
Published: (2018)

Graph based text representation for document clustering
by: Abdulsahib, Asma Khazaal
Published: (2015)

Analyzing DNA Sequences Using Clustering Algorithm
by: Alhersh, Taha Talib Ragheb
Published: (2009)

Evaluation of Search Result of Document Search Based GA (DSEGA)
by: Kamal Norfarid, Kamaruddin
Published: (2004)

Enhanced sentence extraction through neuro-fuzzy technique for text document summarization
by: Ahmad Kamil, Muhammad Azhari
Published: (2021)

Enhancement of text representation for Indonesian document summarization with deep sequential pattern mining
by: Dian Sa’adillah Maylawati
Published: (2023)

Feature selection to enhance android malware detection using modified term frequency-inverse document frequency (MTF-IDF)
by: Mazlan, Nurul Hidayah
Published: (2019)

Stemming Algorithm in Searching Malay Text
by: Rizauddin, Saian
Published: (2004)

Data mining in network traffic using fuzzy clustering
by: Mohamad, Shamsul
Published: (2003)

Rough clustering for web transactions
by: Yanto, Iwan Tri Riyadi
Published: (2011)

Uncovering Hidden Information Within R&D Department's Ticket Using Data Mining Clustering Approach
by: Azmi, Abu Bakar
Published: (2011)

Density subspace clustering: a case study on perception of the required skill
by: Sembiring, Rahmat Widia
Published: (2014)

LSI-based semantic characterisation for automated text categorisation
by: Tan, Ping Ping
Published: (2009)

Cross document relation identification for multi document summarization based on enhanced case based reasoning framework
by: Yogan Jaya Kumar
Published: (2025)

Density based subspace clustering: a case study on perception of the required skill
by: Rahmat Widia, Sembiring
Published: (2014)

Fuzzy C mean clustering in off-line handwriting signature verfication system
by: Lee, Beng Yong
Published: (2006)

A partition based feature selection approach for mixed data clustering / Ashish Dutt
by: Ashish , Dutt
Published: (2020)

Empirical analysis of rough set categorical clustering techniques based on rough purity and value set
by: Uddin, Jamal
Published: (2017)

Constrained clustering approach to aid in remodularisation of object-oriented software systems / Chong Chun Yong
by: Chong, Chun Yong
Published: (2016)

Recurrent error-based ridge polynomial neural networks for time series forecasting
by: Hassan Saeed, Waddah Waheeb
Published: (2019)

The performance of soft computing techniques on content-based SMS spam filtering
by: Hassan Saeed, Waddah Waheeb
Published: (2015)

Compressing Images Using Multi-Level Wavelet Transform Algorithm (MWTA)
by: Odeh, Ali Ahmad Alabd Abu
Published: (2012)

Towards Forecasting Revenue Collection Using Multi Layer Perceptron (MLP)
by: Mohd Afandi, Md Amin
Published: (2004)

Identifying Purchasing Patterns of Arab and Malaysian Students Using Data Mining Technique
by: Abuhamdah, Anmar Fakhri Moh'd
Published: (2006)

Improved relative discriminative criterion using rare and informative terms and ringed seal search-support vector machine techniques for text classification
by: Sharif, Wareesa
Published: (2019)

Multi-Platform Diskless Workstation
by: Azizan, Ariffin
Published: (2001)

Generating UML class diagram from source codes using multi-threading technique
by: Abdullah, Saif Khalid
Published: (2015)

Securing cloud data system (SCDS) for key exposure using AES algorithm
by: Thabet Albatol, Mohammed Samer Hasan
Published: (2021)

A multi-layer dimension reduction algorithm for text mining of news in forex / Arman Khadjeh Nassirtoussi
by: Nassirtoussi, Arman Khadjeh
Published: (2015)

A multi-objectives genetic algorithm clustering ensembles based approach to summarize relational data
by: Gabriel, Jong Chiye
Published: (2015)

Teknik Tapisan Dalam Pemodelan Perceptron Multi Aras
by: Roshidi, Din
Published: (1999)

A Multi-Criteria Recommendation Technique for Personalized Tourism Experiences
by: Mustafa, Payandenick, et al.
Published: (2025)

Developing Interactive Multimedia Application For E-Learning Japanese Language
by: Goh, Choon Inn
Published: (2001)