Information Systems and Technologies | |||||
Bachelor | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF-LLL: Level 6 |
Course Code: | YMD416 | ||||||||
Course Name: | Yeni Medyada Veri Madenciliği | ||||||||
Course Semester: | Spring | ||||||||
Course Credits: |
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Language of instruction: | TR | ||||||||
Course Requisites: | |||||||||
Does the Course Require Work Experience?: | No | ||||||||
Type of course: | University Elective | ||||||||
Course Level: |
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Mode of Delivery: | Face to face | ||||||||
Course Coordinator : | Öğr.Gör. HAMZA ŞAMLIOĞLU | ||||||||
Course Lecturer(s): | |||||||||
Course Assistants: |
Course Objectives: | Data mining, which has an important place in determining the target audience-communication language and strategy in the field of communication and marketing, also tells what the content density is saying positively and negatively and what it usually talks about. In addition, it is also effective in producing insight, product development and risk-crisis management. The aim of the course is to enable students, who aim to take part in the new media sector, to manage social media effectively and to communicate correctly with consumers on social media by analyzing content. |
Course Content: | Data analysis, data categorization and data interpretation, social media monitoring, social listening, data mining, insight production, product development, risk-crisis management, reporting. |
The students who have succeeded in this course;
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Week | Subject | Related Preparation |
1) | Information transfer for the digital communication industry. What is data mining and where is it used? | None |
2) | Focus group review with in-class practice. PDPL rules in data mining. | none |
3) | Group examination on social media and evaluation of results with in-class practice. Examples of data mining research in new media. | none |
4) | Personal and corporate profile review with In-class practice. | none |
5) | Brand language and brand strategy. Analysis and determination of language and strategy with data mining. | none |
6) | Student reviews and presentations on brand language and brand strategy. | none |
7) | Midterm Exam. | .. |
8) | Risk and crisis management in social media. Important examples of crisis in the history of social media and the role of data mining in crisis communication. | none |
10) | The importance of data mining for accurate and effective insight. Insight examples reached by data mining. | none |
11) | Agenda review and insight capture with data mining. Presentation of captured insights. | none |
12) | What is Responding management, how is it done? What are the rules? Why is it important for accounts in the new media? | none |
13) | Coding system in Data Mining. Sample coding with the installed system. | none |
14) | How to use the data coding tool Somera? What are the features? Research examples with data mining in new media. | https://www.somera.com.tr/ |
15) | Final Exam | .. |
Course Notes / Textbooks: | Baloğlu, A. (2015), Sosyal Medya Madenciliği, Beta Yayınları. |
References: | Baloğlu, A. (2015), Sosyal Medya Madenciliği, Beta Yayınları. |
Learning Outcomes | 1 |
3 |
4 |
5 |
6 |
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Program Outcomes | |||||
1) Having knowledge and skills in software development for different environments, systems management, network security, data and database management systems. | |||||
2) Keeping up-to-date with current issues about new information systems that are the result of rapid change of information technologies. | |||||
3) Be aware of the importance of Information Systems' stratagic position in the firm and its role in the creation of new business strategies. | |||||
4) To be able to explain the ideas and suggestions that is related to the field of Information Systems as in writing and orally. | |||||
5) ability to carry out an independent study on the subjects requiring expertise in the field of Information Systems. |
No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
Program Outcomes | Level of Contribution | |
1) | Having knowledge and skills in software development for different environments, systems management, network security, data and database management systems. | |
2) | Keeping up-to-date with current issues about new information systems that are the result of rapid change of information technologies. | |
3) | Be aware of the importance of Information Systems' stratagic position in the firm and its role in the creation of new business strategies. | |
4) | To be able to explain the ideas and suggestions that is related to the field of Information Systems as in writing and orally. | |
5) | ability to carry out an independent study on the subjects requiring expertise in the field of Information Systems. |
Field Study | |
Expression | |
Individual study and homework | |
Lesson | |
Group study and homework | |
Reading | |
Homework | |
Project preparation | |
Case Study | |
Web Based Learning |
Written Exam (Open-ended questions, multiple choice, true-false, matching, fill in the blanks, sequencing) | |
Homework | |
Application | |
Individual Project | |
Group project | |
Presentation | |
Peer Review | |
Bilgisayar Destekli Sunum | |
Case study presentation |
Semester Requirements | Number of Activities | Level of Contribution |
Application | 1 | % 20 |
Homework Assignments | 2 | % 30 |
Final | 1 | % 50 |
total | % 100 | |
PERCENTAGE OF SEMESTER WORK | % 50 | |
PERCENTAGE OF FINAL WORK | % 50 | |
total | % 100 |
Activities | Number of Activities | Workload |
Course Hours | 16 | 48 |
Application | 14 | 28 |
Study Hours Out of Class | 16 | 80 |
Homework Assignments | 16 | 32 |
Midterms | 1 | 3 |
Final | 2 | 6 |
Total Workload | 197 |