AĞ ANALİZİ DERS TANITIM VE UYGULAMA BİLGİLERİ

Kodu	Dersin Adı	Yarıyıl	Süresi(T+U)	Kredisi	AKTS Kredisi
YBS410	AĞ ANALİZİ	8	3	3	8

DERS BİLGİLERİ
Dersin Öğretim Dili :	Türkçe
Dersin Düzeyi	BACHELOR'S DEGREE, TYY: + 6.Level, EQF-LLL: 6.Level, QF-EHEA: First Cycle
Dersin Türü	Zorunlu
Dersin Veriliş Şekli	-
Dersin Koordinatörü	Assist.Prof. DİDEM TETİK KÜÇÜKELÇİ
Dersi Veren Öğretim Üyesi/Öğretim Görevlisi
Ders Ön Koşulu	Yok

AMAÇ VE İÇERİK
Amaç:	The aim of the course is to focus on graph theory, understanding the concept and importance of social networks, learning the types and differences of networks, social network and community analysis, data collection for social networks, visualization of networks with the help of computers, theories and applications of network analysis.
İçerik:	Contents of the course include providing necessary basic information and similar structures about the subjects such as learning various algorithms and applications in network environments, network flow design, showing nodes as data structures and expressing their relations with each other, search on the network structure, shortest path algorithms, various problems of optimization techniques and their solution methods and obtaining optimal results.

DERSİN ÖĞRENME ÇIKTILARI (Öğrenciler, bu dersi başarı ile tamamladıklarında aşağıda belirtilen bilgi, beceri ve/veya yetkinlikleri gösterirler.)
Explain the key concepts and algorithms of network analysis. (explain)
Analyze network structure with appropriate techniques.(analysis)
Choose the appropriate methodology for analyzing networks.(choose)
Calculate the connection between network nodes.(calculate)
Combine big data analysis and statistical analysis methods.(combine)

HAFTALIK DERS KONULARI VE ÖNGÖRÜLEN HAZIRLIK ÇALIŞMALARI
Hafta	Ön Hazırlık	Konular	Yöntem
1	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Introduction to Network Science	Lecture & Practice
2	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Basic graph information	Lecture & Practice
3	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Network criteria	Lecture & Practice
4	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Global Network criteria	Lecture & Practice
5	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Network models	Lecture & Practice
6	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Community analysis	Lecture & Practice
7	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Network visualisation	Lecture & Practice
8	-	MID-TERM EXAM	-
9	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Bringing network features forefront	Lecture & Practice
10	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Network software	Lecture & Practice
11	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Network data sets	Lecture & Practice
12	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Network analysis over Gephi	Lecture & Practice
13	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Network analysis over NodeXL	Lecture & Practice
14	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Networking and types of network	Lecture & Practice
15	Reading a Chapter in the Coursebook, Assignment, Sample Analysis	Network filtering	Lecture & Practice
16	-	FINAL EXAM	-
17	-	FINAL EXAM	-

KAYNAKLAR
Gursakal, N. (2009). Sosyal Ag Analizi. Dora Publications.
Tunali V. (2016). Sosyal Ag Analizi. Nobel Publications.

ÖLÇME VE DEĞERLENDİRME
Yarıyıl İçi Yapılan Çalışmaların Ölçme ve Değerlendirmesi	Etkinlik Sayısı	Katkı Yüzdesi	Açıklama

(0) Etkisiz	(1) En Düşük	(2) Düşük	(3) Orta	(4) İyi	(5) Çok İyi
0	1	2	3	4	5

KNOWLEDGE
Theoretical
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Define concepts such as management, manager and leader.					4
2	Analyze the accuracy, reliability and validity of the new information obtained from the data.						5

KNOWLEDGE
Factual
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Report the obtained data.						5
2	Prepare software and projects related with the field.						5

SKILLS
Cognitive
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Use the appropriate resources for data analysis related with the field.						5
2	Analyze the work processes.						5

SKILLS
Practical
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Manage projects as part of a team.						5
2	Apply the material, techniques and analyzes in relation with the subject for project and work flows.						5

OCCUPATIONAL
Autonomy & Responsibility
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Fulfill responsibility with a focus on result in individual and team studies.						5

OCCUPATIONAL
Learning to Learn
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Recognizes what he/she knows about his/her field or not.						5
2	Act the theoretical knowledge in real life with learning to learn approach.						5
3	Apply different methods and techniques with an innovative approach in his/her research.						5

OCCUPATIONAL
Communication & Social
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Apply the results obtained in accordance with voluntarism and social responsibility projects.						5
2	Establish a healthy contact with colleagues					4
3	Share the analyzes and obtained results with colleagues.					4
4	Cooperate with colleagues at international level with the help of foreign language competency.					4

OCCUPATIONAL
Occupational and/or Vocational
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Behave in accordance with ethical values regarding the collection, analysis and reporting of data.						5
2	Participate the design of work processes and systems with full quality.						5
3	Cooperate with other employees for the continuation of sustainability in the profession.					4

DERSİN İŞ YÜKÜ VE AKTS KREDİSİ
Öğrenme-Öğretme Etkinlikleri İş Yükü
Öğrenme-Öğretme Etkinlikleri	Etkinlik(hafta sayısı)	Süresi(saat sayısı)	Toplam İş Yükü
Lecture & In-Class Activities	14	3	42
Preliminary & Further Study	13	3	39
Land Surveying	0	0	0
Group Work	0	0	0
Laboratory	14	2	28
Reading	0	0	0
Assignment (Homework)	13	2	26
Project Work	0	0	0
Seminar	0	0	0
Internship	0	0	0
Technical Visit	0	0	0
Web Based Learning	0	0	0
Implementation/Application/Practice	0	0	0
Practice at a workplace	0	0	0
Occupational Activity	0	0	0
Social Activity	0	0	0
Thesis Work	0	0	0
Field Study	0	0	0
Report Writing	0	0	0
Final Exam	1	1	1
Preparation for the Final Exam	7	5	35
Mid-Term Exam	1	1	1
Preparation for the Mid-Term Exam	7	4	28
Short Exam	0	0	0
Preparation for the Short Exam	0	0	0
TOTAL	70	0	200