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(1)

Computer

Arabization Systems,

6803530-3

T.MARIAH KHAYAT

Kingdom of Saudi Arabia

Ministry of Education Umm Al-Qura

University

Adham University College

Computer Science Department

ةيدوعسلا ةيبرعلا ةكلمملا

ميلعتلا ةرازو

ىرقلا مأ ةعماج

مضأب ةيعماجلا ةيلكلا

يللا بساحلا مسق

(2)

Lecture Ten

The Automatic Corrector SERAJجاارااس

T.MARIAH KHAYAT

Kingdom of Saudi Arabia

Ministry of Education Umm Al-Qura

University

Adham University College

Computer Science Department

ةيدوعسلا ةيبرعلا ةكلمملا

ميلعتلا ةرازو

ىرقلا مأ ةعماج

مضأب ةيعماجلا ةيلكلا

يللا بساحلا مسق

(3)

REFERENCES:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

This slide is the translation taken from the slide:

[1]Arabization of Computers, by Dr.Husni Al-Muhtaseb.

(4)

Content:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

1.Introduction to the manufacturer (Sakhr) 2.Automatic Corrector (Siraj)

3.Techniques used in Siraj 4.Program demo

5.Features of Siraj

6.Program requirements

7.Program disadvantages

8.Conclusion

(5)

Introduction:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Sakhr Company was established in 1982 as one of the international group companies.

 Sakhr is fully funded by the private sector.

 Sakhr is interested in the development of everything related to the Arabic language

in the first place in the areas of speech, automatic translation, research and reader,

automated education and information management.

(6)

Introduction:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Its main objectives:

• Development of the new generation of Natural Processing Techniques for Arabic Language (NLP).

• Trying to overcome the dominance of English in the Arab information industry.

• Correcting the misconception that the developed solutions in the West can be

adapted to meet the needs of the Arab user.

(7)

The Automatic Correction Seraj:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Siraj is one of those Arabic programs that Sakhr seeks to develop in the application of methodologies for searching and correcting text in Arabic text databases.

 Siraj analyzes texts such as correcting the text, extracting its basic words, classifying,

summarizing, and extracting the flags.

(8)

The Automatic Correction Seraj:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Siraj consists of four different engines:

Skhr Corrector

Skhr Corrector Keyword Extractor Keyword Extractor Classifier Classifier Skhr Abstractor Skhr Abstractor

(9)

Skhr Corrector:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 It detects the common spelling errors in Arabic and then corrects them automatically.

 It Corrects both Arabic and English texts.

 Corrects the common Arabic errors.

 Corrects grammatical errors in Arabic.

 It can act as an accurate spelling corrector without the need for human intervention.

 It can link text to one of the methods of Arabic writing.

(10)

Skhr Corrector:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 The importance of this process lies in the implementation of detailed text analysis

tasks where the input text must be correct before processing.

(11)

Keyword Extractor:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Automatic division of sentences.

 Extract sentences and key words.

 Extracting the names of the flags.

 This engine helps to:

• Identify the important information in the bulky data.

• Facilitate the information presenting and accessing.

• Helps to link documents to each other to reduce the time needed to search in

(12)

Classifier:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 The engine of skhr classifier determines the valuable information in a form of logical topics tree or as a classification to the content of the project.

 The engine of the classifier employs the skhr corrector.

 The classification tree in this process includes up to 20 major general categories.

(13)

Skhr Abstractor:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Al-Arabi’s Sakhr abstractor identifies the most relevant sentences within the text and presents them as a summary of the text.

 The automatic abstractor extracts the important key phrases from the document based on statistical and linguistic rules.

 Siraj also provides the ability to specify a certain level of the process of summarizing

in a way that enables the user to specify the level of summary she/he wants.

(14)

Skhr Abstractor:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 The abstractor engine aims to:

• Reduce the time we need to read and manipulate information manually.

• Provide short text summaries for each item using a list of key phrases arranged by their importance in the text and provide the possibility to select a certain level of summary.

 The abstractor engine employs the skhr corrector and the keyword extractor.

(15)

Techniques used in Siraj:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Natural language processing

 Morphological analysis

 Automatic corrector

 Words extraction

 Automatic classification

 Automated summarization

 Automatic configuration

(16)

DEMO for Siraj Program:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(17)

DEMO for Siraj Program(The corrector options):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(18)

DEMO for Siraj Program(Correcting):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(19)

DEMO for Siraj Program(Correcting):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(20)

DEMO for Siraj Program(Correcting):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(21)

DEMO for Siraj Program(Classifying):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(22)

DEMO for Siraj Program(Classifying):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(23)

DEMO for Siraj Program(Summarizing):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(24)

DEMO for Siraj Program(Summarizing):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(25)

DEMO for Siraj Program(Summarizing):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(26)

DEMO for Siraj Program(Keywords):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(27)

DEMO for Siraj Program(Keywords):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(28)

DEMO for Siraj Program(Keywords):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(29)

DEMO for Siraj Program(Flags):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(30)

DEMO for Siraj Program(Flags):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(31)

DEMO for Siraj Program(Full Analysis):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(32)

DEMO for Siraj Program (Full Analysis):

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(33)

Program Features:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 The Corrector has a number of features when correcting Arabic texts, and those features might not exist in other programs, like:

• Auto correction.

• Reduce the number of suggestions.

• Taking into consideration the context.

• Dealing with terms.

• Dealing with diacritics.

(34)

Auto Correction:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(35)

Auto Correction:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(36)

Reduce the number of suggestions:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(37)

Taking into consideration the context:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(38)

Taking into consideration the context:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(39)

Dealing with diacritics:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(40)

Dealing with diacritics:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

(41)

Program Requirements:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Server with XEON processors.

 Microsoft Windows 2000 or 2003

 1GB of RAM

 500 MB hard disk space

(42)

Program Disadvantages:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Classification Sometimes it may not be accurate when there are some keywords that may belong to two different classifications.

 There are also some errors when choosing the single summary command.

 The size of the program is relatively large.

(43)

Some Questions:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 True or False:

1. The spelling corrector considers the syntax of the sentence when giving

suggestions for misspellings. ( )

(44)

Some Questions:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 True or False:

1. The spelling corrector considers the syntax of the sentence when giving

suggestions for misspellings. ( True )

(45)

Some Questions:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 True or False:

2. The automatic corrector does not deal with diacritics. ( )

(46)

Some Questions:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 True or False:

2. The automatic corrector does not deal with diacritics. ( False )

(47)

Some Questions:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Multiple Choice:

1. What are the components of the automatic debugger Siraj:

A. Sakhr Corrector, Keywords Extractor, Skhr Classifier, Sakhr Abstractor B. Sakhr Corrector, Keywords Extractor, Skhr Classifier

C. Sakhr Corrector, Automatic Diacritictor, Automatic Reader, Sakhr Abstractor

D. Sakhr Corrector, Skhr Classifier

(48)

Some Questions:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Multiple Choice:

1. What are the components of the automatic debugger Siraj:

A. Sakhr Corrector, Keywords Extractor, Skhr Classifier, Sakhr Abstractor B. Sakhr Corrector, Keywords Extractor, Skhr Classifier

C. Sakhr Corrector, Automatic Diacritictor, Automatic Reader, Sakhr Abstractor

D. Sakhr Corrector, Skhr Classifier

(49)

Some Questions:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Multiple Choice:

2. Sakhr Company is one of the leading companies in:

A. Games programs

B. Programs of natural processing techniques for the Arabic language C. Operating systems

D. Arabization of Western programs

(50)

Some Questions:

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

 Multiple Choice:

2. Sakhr Company is one of the leading companies in:

A. Games programs

B. Programs of natural processing techniques for the Arabic language C. Operating systems

D. Arabization of Western programs

(51)

Thank you

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

“Success is 1% inspiration and 99%

perspiration”

“ لمعو دهج % 99 و ،ماهلإ % 1 حاجّنلا ”

Remember:

(52)

The End Summary of Lecture Ten

T.Mariah Khayat ا طايخ ةيررارم /ةذاترأسرل

Adham University College مضأرررب ةيعرماجلررا ةيلكلررا

[email protected]

Kingdom of Saudi Arabia

ةيدوعسلا ةيبرعلا ةكلمملا Ministry of Education ميلعتلا ةرازو

Umm AlQura University ىرقلا مأ ةعماج Adham University College

مضأب ةيعماجلا ةيلكلا Computer Science Department يللا بساحلا مسق

Referensi

Dokumen terkait

ةيدوعسلا ةيبرعلا ةكلمملا ميلعتلا ةرازو فوجلا ةعماج ةيلك تامولعملاو بساحلا مولع بساحلا ةسدنه مسق تاكبشلاو يللآا Kingdom of Saudi Arabia Ministry of Education Jouf University

ةيدوعسلا ةيبرعلا ةكلمملا Kingdom of Saudi Arabia ميلعتلا ةرازو Ministry of Education فوجلا ةعماج Jouf University ةيويحلا تاياقلاخلل ةمئادلا ةنجللا Local Committee of Bioethics

ةيدوعسلا ةيبرعلا ةكلمملا Kingdom of Saudi Arabia ميلعتلا ةرازو Ministry of Education فوجلا ةعماج ALJouf University ةيقيبطتلا ةيبطلا مولعلا ةيلك

: KINGDOM OF SAUDI ARABIA Ministry of Education Najran University Deanship of Scientific Research ةيبرعلا ةكلمملا ةيدوعسلا ميلعتلا ةرازو نارجن ةعماج يملعلا ثحبلا ةدامع... This

ةكلمملا ةيدوعسلا ةيبرعلا ميلعتلا ةرازو نارجن ةعماج ةيبرتلا ةيلك KINGDOM OF SAUDI ARABIA Ministry Of Education Najran University College of Education .ةفرعملاو ملعلا عمتجم ءانب

Kingdom of Saudi Arabia Ministry of Higher Education Majmaah University College of Computer & Information Sciences ةيدوعسلا ةيبرعلا ةكلمملا يلاعلا ميلعتلا ةرازو ةعمجملا ةعماج

Kingdom of Saudi Arabia Ministry of Higher Education Majmaa University College of Computer & Information Sciences ةيدوعسلا ةيبرعلا ةكلمملا يلاعلا ميلعتلا ةرازو ةعمجملا ةعماج

Kingdom of Saudi Arabia Ministry of Higher Education Majmaah University College of Computer & Information Sciences ةكلمملا ةيبرعلا ةيدوعسلا ةرازو ميلعتلا يلاعلا ةعماج ةعمجملا