مواد الامتحان التنافسي لقسم علوم الحاسوب

عمادة كلية العلوم تتمنى للجميع الصحة والسلامة وتعلن مواد الامتحان التنافسي والمصادر العلمية للمتقدمين لدراسة الماجستير في قسم علوم الحاسوب للعام الدراسي 2020-2021 هي كما مبين ادناه:

ت

المادة

المصدر

1.      

نظم التشغيل OS

1-     Operating System Concepts ,  Ninth Edition , 

    Abraham Silberschatz, 2012.

Chapters: 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , 9

 

2-     Understanding the Linux Kernel , First Edition

 , Daniel P. Bovet , 2000

Chapters: 1 , 2 , 3 , 4

2.      

Securityامنيه بيانات

1.     Cryptography and Network Security Principles and Practices, Fourth Edition, 2005.

By William Stallings

Chapters 2,3,6,8,9,13,19,20

     2. Applied Cryptography. Protocols, Algorithms, and     

         Source Code in C, 1995.

          by Bruce Schneier

          Chapters 1,9,12,16,19,20

 

 

3.      

Networks شبكات

1- Computer Networks,  by Andrew S. Tanenbaum 2014

        Chapter 1, 3, 5, 6, 7

      2- Computer Networking: A Top-Down Approach

      by James F. Kurose & eith W. Ross 6th Edition

        Chapter 1, 2, 3, 4, 5

 

4.      

Image processingمعالجه الصور

1. Digital Image Processing

Fourth edition, Rafael C. Gonzalez • Richard E. Woods Chapters 2,3,4,5,6,10

 

2. Digital Image Processing and Analysis Applications with MATLAB® and CVIPtools

Third Edition, Scott E Umbaugh

Section I, and II

 

5.      

قواعد البيانات database

1. Fundamentals of database systems

Sixth edition

Ramez elmasri, shamkant b. Navathe

2. Database System Concepts

Sixth edition

Abraham Silberschatz , Henry F. Korth , S. Sudarshan

Topics:

·       Relational Databases

·       Formal Relational Query Languages

·       Database Design

·       SQL (Structure Query Language)

·       Data Storage and Querying

·       Transaction Management

 

6.      

Data Structure

هياكل بيانات

1- Data Structures and Algorithms: Annotated Reference with Examples,

by Granville Barnett and Luca Del Tongo.

 First Edition 2008.

2- Data Structures and Algorithms in C++,

by Adam Drozdek. Second Edition.

 

Topics:

1- Representation of numeric data.

2- Arrays.

3- Pointers and references.

4- Data structure types:

· Stack.

· Queue.

· Linked-list (single and double).

· Tree.

· Sets.

· Graph and hash table.

5- Sorting.

6- Searching.

7.      

ذكاء الاصطناعي AI

 

 1. Fundamentals of the New Artificial Intelligence Neural,  

     Evolutionary.

       2nd edition,2008. by Toshinori Munakata,

 

2.Artificial Intelligence A Modern Approach, Pearson

       3rd edition 2013, by Stuart Russel, Peter Norvig

 

3.Artifical Intelligent and soft Computing, Behavioral and  

   Cognitive Modeling of the Human Brain.

by  Amit Konar, Department of Electronics and Tele-communication Engineering, Jadavpur University, Calcutta, India, 1999.

4. Natural Language Processing Fundamentals,  

By Sohom Ghosh, Dwight Gunning,

Packt Publishing 2019.

 

Topics

§  Artificial Intelligence Introduction

§  Problem-solving: Problem-solving agent; searching for a solution; Uniformed search strategies

§  Informed Search and Exploration: Informed search strategies; Heuristic functions; Online Search agents and unknown environment;

§  Knowledge Representation

§  Constraint Satisfaction problems

§  Planning: The planning problems; Planning with state-space search; Planning graphs; Planning with propositional logic

§  Dealing with Imprecision and Uncertainty: Probabilistic Reasoning;  Fuzzy Reasoning

§  Rough Sets

§  Intelligent Agents: Agent and Environments; Good Behavior; The Nature of Environments; The Structure of Agent.

§  Genetic Algorithms

§  Artificial Neural Networks

§  Natural language processing: Introduction to NLP; Topic Modeling; Text Summarization and Text Generation.