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The Impact of Online Indexing in Improving Arabic Information Retrieval Systems

Tahar Dilekh, Saber Benharzallah, Ali Behloul
2018 Informatica (Ljubljana, Tiskana izd.)  
We illustrate application and the performance of this new method of indexing using an Arabic text editor and Information Retrieval tool developed and designed for this purpose.  ...  The second typeunder this method-is an offline indexing and the output of this process leads to a General index.  ...  The experimental results carried out for a number of texts have demonstrated the advantage of their auto-indexing method. Al Molijy et al.  ... 
doi:10.31449/inf.v42i4.2297 fatcat:elbuqblm45adjd7jwm6dhywwje

Verifying Hadith Correctness in Islamic Web Pages using Information Retrieval Techniques

Mohammed Q.Shatnawi, Qusai Q. Abuein, Omar Darwish
2012 International Journal of Computer Applications  
This paper presents a reliable method to extract Hadith text from web pages, in order to find out the degree of correctness for each one; by looking it up in Sheikh Al-Albani Hadith Database (correct series  ...  The proposed approach uses positional index built over the Sheikh Al-Albani Hadith Database (SAHDB) and extracts Hadith terms as queries from the passed web page, and execute these queries over SAHDB index  ...  In fact, languages that have complicated grammatical rules, such as Arabic, need complicated indexing methods. Many of those methods have been discussed in the literature.  ... 
doi:10.5120/6327-8680 fatcat:ud7pzewyvrcohmqe4bccnhjubm

Tashkeela: Novel corpus of Arabic vocalized texts, data for auto-diacritization systems

Taha Zerrouki, Amar Balla
2017 Data in Brief  
Acknowledgments We acknowledge the efforts made by Shamela library volunteers to write, diacritize and make free texts. Transparency document.  ...  Experimental design, materials and methods The process of text vocalization is a hard task to accomplish, however, there are limited vocalized texts, mainly, in learning Arabic language for beginners,  ...  We use Shamela as source to extract vocalized texts. -We search for vocalized texts in books, by looking up vocalized tags in the book index or keywords i.e., (/Fi:/,in), (/Ila/, to).  ... 
doi:10.1016/j.dib.2017.01.011 pmid:28224131 pmcid:PMC5310197 fatcat:ye5ulubi3vfk7hupcqaulo5kem

Building a Knowledge Base Shell Based on Exploring Text Semantic Relations from Arabic Text

Amira Idrees, Fayoum University, Essam Shaaban, Beni-Suef University
2020 International Journal of Intelligent Engineering and Systems  
The proposed research aims at considering the Arabic text sources as one of the main challenges in due to the difficulty in processing Arabic text that suffers from the high inflection, shortcuts, and  ...  The research restored the confidence in the term frequency method and the research adopts the semantic relations network representation.  ...  Weed Type Index is determined to be a concatenation of the Family Index, the English letter that has the order of the family index, and an auto number.  ... 
doi:10.22266/ijies2020.0229.30 fatcat:kj7ttdj5szbsdfukzmi6mcon5a

National happiness index monitoring using Twitter for bilanguages

Di Wang, Ahmad Al-Rubaie, Benjamin Hirsch, Gregory Cameron Pole
2021 Social Network Analysis and Mining  
(LDA) (Wang et al. in ACM Trans Internet Technol 18(1):1–23, 2017; Wang and Al-Rubaie in Appl Soft Comput 33:250–262, 2015; https://patents.google.com/patent/US20170293597A1/en) method for sentiment classification  ...  AbstractNowadays, social media have become one of the most important methods of communication that provide a real-time and rich source of information, including sentiments.  ...  However, due to the wide usage of social media in Arabic countries, there is great demand for an accurate system to monitor the happiness index of general sentiment from social media.  ... 
doi:10.1007/s13278-021-00728-0 fatcat:ygcimwc62nflvggvnxeo5kvb5u

Building a shallow Arabic Morphological Analyzer in one day

Kareem Darwish
2002 Proceedings of the ACL-02 workshop on Computational approaches to semitic languages -  
Oard, Nizar Habash, and Amy Weinberg for all their valuable feedback.  ...  Particles To account for particles, a list of Arabic particles was constructed with aid of An-Nahw Ash-Shamil (an Arabic grammar book) [6] .  ...  Method Correct Incorrect Auto-Eval-1 30 70 Auto-Eval-2 45 55 Results summary: Eval.  ... 
doi:10.3115/1118637.1118643 dblp:conf/acl-semitic/Darwish02 fatcat:ay676vienbh2hemwc2tj5ti2cq

Arabic Text Detection in News Video based on Line Segment Detector

Mbarek Charhad And Mounir Zrigui Sadek Mansouri
2017 Zenodo  
In this paper, we propose an approach for automatic Arabic-text localization based on a novel method for text-line detection.  ...  Text embedded in video sequences is very important to semantic indexing and content-based retrieval system, especially for large scale news collection.  ...  [9] propose three methods for Arabic text detection based on machine learning algorithms.  ... 
doi:10.5281/zenodo.6333944 fatcat:mrwvatf4tjclfjz6fsaaepi5re

An Automatic Arabic Essay Grading System based on Text Similarity Algorithms

Abdulaziz Shehab, Mahmoud Faroun, Magdi Rashad
2018 International Journal of Advanced Computer Science and Applications  
The results obtained prove that an automatic grading system could provide the teacher with an effective solution for article grading systems.  ...  Auto-grading systems are wide spread over the world because they play a critical role in educational technology.  ...  DATASET In this research, general methodology will be used to advance a grading system of Arabic short answers based on text similarity matching methods.  ... 
doi:10.14569/ijacsa.2018.090337 fatcat:g3d26hvjyvea5abrwk3pc5twdy

Neural Probabilistic System for Text Recognition [article]

Najoua Rahal and Maroua Tounsi and Adel M. Alimi
2019 arXiv   pre-print
In the present paper, we propose a novel feature extraction model by learning a Bag of Features Framework for text recognition based on Sparse Auto-Encoder.  ...  For features learned quality evaluation, our proposed system was tested on two printed text datasets PKHATT text line images and APTI word images benchmark.  ...  SAE-BoF-HMM for Unlimited-Vocabulary and Mixed Font Text Recongtion The use of Auto-encoder for codebook learning has shown its robustness and its ability to capture the high level content of an image  ... 
arXiv:1812.03680v6 fatcat:jhsbm5oiyrcabg75kzapey5foa

A Review on Text Steganography Techniques

Mohammed Abdul Majeed, Rossilawati Sulaiman, Zarina Shukur, Mohammad Kamrul Hasan
2021 Mathematics  
Steganography is an appropriate method, in which the user is able to conceal a message inside another message (cover media).  ...  In this paper, an overview of existing research in this area is provided. First, we provide basic information about text steganography and its general procedure.  ...  Huffman coding for Arabic text and computed stego-text length that depends on the designed an upper bound and a lower bound for the 2019 Capacity encoder/decoder parameters.  ... 
doi:10.3390/math9212829 doaj:b8cb29df8ae44b2fb8aab4173ec498b3 fatcat:xudvbcx6hzfnxbskvbekr3xjqa

Design and implementation of automatic indexing for information retrieval with Arabic documents

Ismail Hmeidi, Ghassan Kanaan, Martha Evens
1997 Journal of the American Society for Information Science  
We with a complex morphological structure. also designed and built an automatic information re- Investigation of methods of automatic information retrieval system from scratch to handle Arabic data.  ...  The system was implemented in the C language using the GCC trieval for Arabic is essential to the growth of learning compiler and runs on IBM/PCs and compatible microcomin the Arab world.  ...  We asked mation Retrieval, as an experimental system to investigate indexing and retrieval processes for Arabic bibliographic our colleagues in the Arabic Language Processing Group, who are also Arabic  ... 
doi:10.1002/(sici)1097-4571(199710)48:10<867::aid-asi3>3.3.co;2-r fatcat:n5zsrasdlrgwhpkw3q54rfkrze

Design and implementation of automatic indexing for information retrieval with Arabic documents

Ismail Hmeidi, Ghassan Kanaan, Martha Evens
1997 Journal of the American Society for Information Science  
We with a complex morphological structure. also designed and built an automatic information re- Investigation of methods of automatic information retrieval system from scratch to handle Arabic data.  ...  The system was implemented in the C language using the GCC trieval for Arabic is essential to the growth of learning compiler and runs on IBM/PCs and compatible microcomin the Arab world.  ...  We asked mation Retrieval, as an experimental system to investigate indexing and retrieval processes for Arabic bibliographic our colleagues in the Arabic Language Processing Group, who are also Arabic  ... 
doi:10.1002/(sici)1097-4571(199710)48:10<867::aid-asi3>3.0.co;2-# fatcat:cx66h2ucvzcuhongrew3dwchse

A heuristic approach to detect and localize text in Arabic news video

Mbarek Charhad Sadek Mansouri
2022 Zenodo  
Finally, a verification process is applied to remove noisy non-text regions including specific features for Arabic text.  ...  In this paper, we attempt to solve this problem by proposing a robust detection-validation schema for text localization in Arabic news video.  ...  Conclusion and Future Work In this paper, we have proposed an original approach for Arabic text detection in video frames.  ... 
doi:10.5281/zenodo.6333904 fatcat:7wijhnn4mfcnjnjn45ncxc2pyu

Arabic Sentences Classification via Deep Learning

Dania Sagheer, Fadel Sukkar
2018 International Journal of Computer Applications  
The CNN models achieve high performance in accuracy for Arabic sentences classification.  ...  This paper presents a Convolutional Neural Network CNN Models to classify Arabic sentences into three topics.  ...  The study in [14] presents empirical character-level convolutional networks for text classification. character-level CNN is an effective method, but it needs a very large size of data set.  ... 
doi:10.5120/ijca2018917555 fatcat:gbv3kkbd6re6bplbzfelzjhzee

Deep sparse auto-encoder features learning for Arabic text recognition

Najoua Rahal, Maroua Tounsi, Amir Hussain, Adel M. Alimi
2021 IEEE Access  
INDEX TERMS Arabic text recognition, feature learning, bag of features, sparse auto-encoder, hidden Markov models.  ...  To handle these challenges, an automatic Arabic text recognition requires building a robust system by computing discriminative features and applying a rigorous classifier together to achieve an improved  ...  SPARSE AUTO-ENCODER The SAE learning algorithm is an ANN used for unsupervised learning of discriminant features [32] .  ... 
doi:10.1109/access.2021.3053618 fatcat:p7jhbokjsjbunceuq4lu7xnmci
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