Food Engineering (English) | |||||
Bachelor | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF-LLL: Level 6 |
Course Code: | YMD416 | ||||||||
Course Name: | Data Mining in New Media | ||||||||
Course Semester: | Fall | ||||||||
Course Credits: |
|
||||||||
Language of instruction: | TR | ||||||||
Course Requisites: | |||||||||
Does the Course Require Work Experience?: | No | ||||||||
Type of course: | Compulsory | ||||||||
Course Level: |
|
||||||||
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;
|
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 |
|||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Program Outcomes | ||||||||||||||||||||||
1) Has sufficient background in mathematics, science and engineering related fields. | ||||||||||||||||||||||
2) Uses the theoretical and practical knowledge in mathematics, science and their fields together for engineering solutions. | ||||||||||||||||||||||
3) Identifies, formulates and solves engineering problems, selects and applies appropriate analytical methods and modeling techniques for this purpose. | ||||||||||||||||||||||
4) Analyze a system, system component or process and design it under realistic constraints to meet desired requirements; apply modern design methods accordingly. | ||||||||||||||||||||||
5) Selects and uses the modern techniques and tools necessary for engineering applications. | ||||||||||||||||||||||
6) Design experiments, conduct experiments, collect data, analyze and interpret results. | ||||||||||||||||||||||
7) Works individually and in multi-disciplinary teams. | ||||||||||||||||||||||
8) Accesses information and conducts resource research for this purpose, uses databases and other information sources. | ||||||||||||||||||||||
9) Accesses information and conducts resource research for this purpose, uses databases and other information sources. | ||||||||||||||||||||||
10) Accesses information and conducts resource research for this purpose, uses databases and other information sources. | ||||||||||||||||||||||
11) Uses the theoretical and practical knowledge in mathematics, science and their fields together for engineering solutions. | ||||||||||||||||||||||
12) Identifies, formulates and solves engineering problems, selects and applies appropriate analytical methods and modeling techniques for this purpose. | ||||||||||||||||||||||
13) Analyze a system, system component or process and design it under realistic constraints to meet desired requirements; apply modern design methods accordingly. | ||||||||||||||||||||||
14) Selects and uses the modern techniques and tools necessary for engineering applications. | ||||||||||||||||||||||
15) Works individually and in multi-disciplinary teams | ||||||||||||||||||||||
16) Uses information and communication technologies together with computer software required by the field at least Advanced Level of European Computer Skills License. | ||||||||||||||||||||||
17) Communicate effectively verbally and in writing; use a foreign language at least at level B1 of the European Language Portfolio. | ||||||||||||||||||||||
18) Communicates using technical drawing. | ||||||||||||||||||||||
19) Accesses information and conducts resource research for this purpose, uses databases and other information sources. | ||||||||||||||||||||||
20) Becomes aware of the universal and social effects of engineering solutions and applications; entrepreneurship and innovation and have knowledge about the problems of the age. | ||||||||||||||||||||||
21) Has professional and ethical responsibility. | ||||||||||||||||||||||
22) Have awareness of project management, workplace practices, employee health, environmental and occupational safety; the legal consequences of engineering applications. | ||||||||||||||||||||||
23) Demonstrates awareness of the universal and social impact of engineering solutions and applications; is aware of entrepreneurship and innovation and has knowledge about the problems of the age. |
No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
Program Outcomes | Level of Contribution | |
1) | Has sufficient background in mathematics, science and engineering related fields. | |
2) | Uses the theoretical and practical knowledge in mathematics, science and their fields together for engineering solutions. | |
3) | Identifies, formulates and solves engineering problems, selects and applies appropriate analytical methods and modeling techniques for this purpose. | |
4) | Analyze a system, system component or process and design it under realistic constraints to meet desired requirements; apply modern design methods accordingly. | |
5) | Selects and uses the modern techniques and tools necessary for engineering applications. | |
6) | Design experiments, conduct experiments, collect data, analyze and interpret results. | |
7) | Works individually and in multi-disciplinary teams. | |
8) | Accesses information and conducts resource research for this purpose, uses databases and other information sources. | |
9) | Accesses information and conducts resource research for this purpose, uses databases and other information sources. | |
10) | Accesses information and conducts resource research for this purpose, uses databases and other information sources. | |
11) | Uses the theoretical and practical knowledge in mathematics, science and their fields together for engineering solutions. | |
12) | Identifies, formulates and solves engineering problems, selects and applies appropriate analytical methods and modeling techniques for this purpose. | |
13) | Analyze a system, system component or process and design it under realistic constraints to meet desired requirements; apply modern design methods accordingly. | |
14) | Selects and uses the modern techniques and tools necessary for engineering applications. | |
15) | Works individually and in multi-disciplinary teams | |
16) | Uses information and communication technologies together with computer software required by the field at least Advanced Level of European Computer Skills License. | |
17) | Communicate effectively verbally and in writing; use a foreign language at least at level B1 of the European Language Portfolio. | |
18) | Communicates using technical drawing. | |
19) | Accesses information and conducts resource research for this purpose, uses databases and other information sources. | |
20) | Becomes aware of the universal and social effects of engineering solutions and applications; entrepreneurship and innovation and have knowledge about the problems of the age. | |
21) | Has professional and ethical responsibility. | |
22) | Have awareness of project management, workplace practices, employee health, environmental and occupational safety; the legal consequences of engineering applications. | |
23) | Demonstrates awareness of the universal and social impact of engineering solutions and applications; is aware of entrepreneurship and innovation and has knowledge about the problems of the age. |
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 |