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The Impact of Online Indexing in Improving Arabic Information Retrieval Systems
2018
Informatica (Ljubljana, Tiskana izd.)
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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
2012
International Journal of Computer Applications
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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
2017
Data in Brief
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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
2020
International Journal of Intelligent Engineering and Systems
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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
2021
Social Network Analysis and Mining
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(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
2002
Proceedings of the ACL-02 workshop on Computational approaches to semitic languages -
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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
2017
Zenodo
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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
2018
International Journal of Advanced Computer Science and Applications
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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]
2019
arXiv
pre-print
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2019 pre-print arXiv:1812.03680v4 fatcat:emzkxhzsyzhvpee65mbei25f4eOther Versions
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
2021
Mathematics
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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
1997
Journal of the American Society for Information Science
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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
1997
Journal of the American Society for Information Science
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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
2022
Zenodo
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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
2018
International Journal of Computer Applications
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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
2021
IEEE Access
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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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