[HTML][HTML] Toward an enhanced Arabic text classification using cosine similarity and Latent Semantic Indexing
FS Al-Anzi, D AbuZeina - Journal of King Saud University-Computer and …, 2017 - Elsevier
Cosine similarity is one of the most popular distance measures in text classification
problems. In this paper, we used this important measure to investigate the performance of …
problems. In this paper, we used this important measure to investigate the performance of …
A survey of automatic text summarization techniques for Indian and foreign languages
P Shah, NP Desai - 2016 International Conference on …, 2016 - ieeexplore.ieee.org
Today in the era of Big Data, textual data is rapidly growing and is available in many
different languages. In the fast-moving world, it's difficult to read all the text-content. Hence …
different languages. In the fast-moving world, it's difficult to read all the text-content. Hence …
Survey of progressive era of text summarization for indian and foreign languages using natural language processing
AD Dhawale, SB Kulkarni, V Kumbhakarna - … and Application: ICIDCA …, 2020 - Springer
The last few years of Data Science definitely show the upward trend in growth of popularity,
different industries which are effectively relating with data science & the transformation of …
different industries which are effectively relating with data science & the transformation of …
Enhanced search for Arabic language using latent semantic indexing (LSI)
FS Al-Anzi, D AbuZeina - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
The Vector Space Model (VSM) is a common document representation model that is widely
used in data mining and information retrieval (IR) systems. However, this technique poses …
used in data mining and information retrieval (IR) systems. However, this technique poses …
[PDF][PDF] Enhanced latent semantic indexing using cosine similarity measures for medical application.
FS Al-Anzi, D AbuZeina - Int. Arab J. Inf. Technol., 2020 - iajit.org
The Vector Space Model (VSM) is widely used in data mining and Information Retrieval (IR)
systems as a common document representation model. However, there are some …
systems as a common document representation model. However, there are some …
Automatic Arabic Text Summarization System (AATSS) Based on Semantic Features Extraction
NM Hewahi, KA Kwaik - International Journal of Technology …, 2012 - igi-global.com
Recently, the need has increased for an effective and powerful tool to automatically
summarize text. For English and European languages an intensive works have been done …
summarize text. For English and European languages an intensive works have been done …
[PDF][PDF] Automatic Arabic Text Summarization System (AATSS) Based on Semantic Feature Extraction
KA Kwaik - Diss. Islamic University of Gaza, 2011 - core.ac.uk
Recently, one of the problems arisen due to the amount of information and it's availability on
the web, is the increased need for effective and powerful tool to automatically summarize …
the web, is the increased need for effective and powerful tool to automatically summarize …
[PDF][PDF] Development of tool to promote web accessibility for deaf
AA Alhamed, MS Alqhtani - 4th International Conference on …, 2017 - csitcp.com
This paper presents an intelligent tool to summarize Arabic articles and translate the
summary to Arabic sign language based on avatar technology. This tool was designed for …
summary to Arabic sign language based on avatar technology. This tool was designed for …
[PDF][PDF] An Enhanced LSI based Search Engine for Arabic Medical Documents
F Al-Anzi, D AbuZeina - 2018 - easychair.org
Due to the explosive growth of online information, search engines have a prominent role in
information retrieval (IR) and web mining applications. The web is the largest repository of …
information retrieval (IR) and web mining applications. The web is the largest repository of …
[PDF][PDF] Reinforcing Arabic Language Text Clustering: Theory and Application
FS Al-Anzi, D AbuZeina - acit2k.org
This paper presents a novel approach for automatic Arabic text clustering. The proposed
method combines two well-known information retrieval techniques that are latent semantic …
method combines two well-known information retrieval techniques that are latent semantic …