كلية الهندسة - جامعة عين شمس, الرئيسية

الرئيسية  >  كلية الهندسة - جامعة عين شمس, الرئيسية

Fundamentals of Natural Language Processing

What Will Learn?

  • Course Aims
    By the end of the course the students will be able to: • Differentiate among the data, information, and knowledge. • Demonstrate knowledge and understanding of different ontology based systems. • Recognize the different types of methodology for ontology engineering. • Demonstrate knowledge and understanding of ontology acquisition. • Demonstrate the standard ontology languages and its query. • Understand the concept of ontology development. • Select the appropriate type of reasoning according to the type of problem-solving. • Understand the concept of semantic web and the role of ontology in it. The student shall attain the above-mentioned objectives efficiently under controlled guidance and supervision.
  • Course Goals
  • Decent Work and Economic Growth
  • Industry, Innovation and Infrastructure
  • Sustainable Cities and Communities

Requirements

CSE433s

Description

  • English Description

    Overview of Natural Language Processing (NLP): Language models, Basic grammars, Syntactic analysis, Parsing natural languages, Features, Unification computational semantics. Software to analyze, understand, and generate texts in natural languages. Techniques to represent the grammar of different natural languages. Parsing algorithms used in syntactical analysis. Semantic representation techniques. Implementation of a natural language understanding system for the Arabic language.
  • Arabic Description

    Overview of Natural Language Processing (NLP): Language models, Basic grammars, Syntactic analysis, Parsing natural languages, Features, Unification computational semantics. Software to analyze, understand, and generate texts in natural languages. Techniques to represent the grammar of different natural languages. Parsing algorithms used in syntactical analysis. Semantic representation techniques. Implementation of a natural language understanding system for the Arabic language.
  • قسم
    هندسة الحاسبات والنظم
  • الساعات المعتمدة
    2
  • الدرجات
    الإجمالي ( 100 ) = نصف العام (20) + tr.Student Activities (30 = tr.Industry 0% , tr.Project 10% , tr.Self_learning 0% , tr.Seminar 20% ) + درجة الامتحان (50)
  • الساعات
    ساعات المحاضرة: 2, ساعات التعليم: 1, ساعات المعمل: 0
  • Required SWL
    100
  • Equivalent ECTS
    4
  • - Pascal Hitzler, Markus Krötzsch, Sebastian Rudolph: "Foundations of Semantic Web Technologies", CRC Press, 2009.).
  • - G. Antoniou, P. Groth, F. van Harmelen, R. Hoekstra: A Semantic Web Primer. 3rd Edition. MIT Press, 2012. - Pascal Hitzler, Markus Krötzsch, Sebastian Rudolph: Foundations of Semantic Web Technologies, CRC Press, 2009.).