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Ders Tanımı

Ders Kodu Yarıyıl T+U Saat Kredi AKTS
EXPERT SYSTEMS EBO 428 8 3 + 0 3 5
Ön Koşul Dersleri
Önerilen Seçmeli Dersler
Dersin Dili Türkçe
Dersin Seviyesi Lisans
Dersin Türü SECMELI
Dersin Koordinatörü
Dersi Verenler
Dersin Yardımcıları
Dersin Kategorisi
Dersin Amacı
Giving students an understanding of general structure, algorithms and applications of artificial intelligence.
Dersin İçeriği
Basic concepts (search, problem solving, knowledge representation methods, planning, natural language processing), artificial neural networks, expert systems, genetic algorithms, fuzzy logic.
Dersin Öğrenme Çıktıları Öğretim Yöntemleri Ölçme Yöntemleri
1 - Comprehending general structure of artificial intelligence 1 - 2 - 4 - A - C - D -
2 - Comprehending artificial neural networks 4 - 1 - B - A -
3 - Comprehending expert systems 1 - 2 - A - B -
4 - Comprehending genetic algorithms 1 - A -
5 - Comprehending fuzzy logic 1 - 2 - A - B -
Öğretim Yöntemleri: 1:Lecture 2:Question-Answer 4:Drilland Practice
Ölçme Yöntemleri: A:Testing C:Homework D:Project / Design B:Oral Exam

Ders Akışı

Hafta Konular ÖnHazırlık
1 Introduction to artificial intelligence
2 Problem solving, natural language processing
3 Knowledge representation methods
4 Planning, search, vision, robotic, agent
5 Introduction to artificial neural networks
6 Artificial neural networks (Backpropagation)
7 Artificial neural networks (LVQ network)
8 Introduction to expert systems
9 Expert systems
10 Example of expert system
11 Introduction to genetic algorithms
12 Example of genetic algorithms
13 Introduction to fuzzy logic
14 Example of fuzzy logic

Kaynaklar

Ders Notu
Ders Kaynakları

Döküman Paylaşımı


Dersin Program Çıktılarına Katkısı

No Program Öğrenme Çıktıları KatkıDüzeyi
1 2 3 4 5
1 To have latest knowledge and skills intended for research and practice in electronic technology X
2 To utilize equipments and instruments used in electronic technology X
3 To develop curriculum related to electronic technology and have a skill to transfer those accumulation by oral and written way X
4 To have knowledge and skills for planning, designing and managing procedures independently or in cooperation X
5 To have an open mind to ethic auditing and positive criticism, and have a constructive and interpreting attitude against scientific and social problems X
6 To disseminate and realize the environmental awareness
7 To cooperate with social organizations and the society
8 To contribute to the education of people who work under his/her responsibility and to manage some activities for their vocational careers and social rights
9 To appropriate self learning and life- long learning principles
10 To congregate in national or international scale to see individual applications on the premises and to perform some activities and mobility for professional advancement in electronic technology

Değerlendirme Sistemi

YARIYIL İÇİ ÇALIŞMALARI SIRA KATKI YÜZDESİ
AraSinav 1 60
KisaSinav 1 10
Odev 1 20
KisaSinav 2 10
Toplam 100
Yıliçinin Başarıya Oranı 60
Finalin Başarıya Oranı 40
Toplam 100

AKTS - İş Yükü

Etkinlik Sayısı Süresi(Saat) Toplam İş yükü(Saat)
Course Duration (Including the exam week: 16x Total course hours) 16 3 48
Hours for off-the-classroom study (Pre-study, practice) 16 2 32
Mid-terms 1 10 10
Assignment 1 10 10
Performance Task (Laboratory) 1 15 15
Final examination 1 10 10
Toplam İş Yükü 125
Toplam İş Yükü /25(s) 5
Dersin AKTS Kredisi 5
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