International Trade (English) | |||||
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 |
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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) To have theoretical and practical knowledge at the basic level supported by textbooks, application tools and other resources with current knowledge in the field based on the qualifications gained at the secondary level. | |||||||||||
2) - To gain the ability to use the theoretical and practical knowledge at the basic level at an advanced level or at the same level in the same field. - To be able to interpret and evaluate the data by using the basic knowledge and skills acquired in the field, to identify and analyze the problems, to develop solutions based on evidence. | |||||||||||
3) - To be able to convey his / her thoughts on basic knowledge and skills at the level of written and verbal communication. - To share his / her thoughts and solutions to the problems related to his / her field with experts and non-experts. - To be able to follow information in the field and communicate with colleagues by using a foreign language at least at a level of European Language Portfolio A2 General Level. - To be able to use information and communication technologies together with computer software at the basic level of European Computer Driving License required by the field. | |||||||||||
4) - To be able to evaluate the basic knowledge and skills acquired in the field with a critical approach, to determine and meet the learning needs. - To be able to direct his / her education to an advanced level of education in the same field or to a profession at the same level. - Not to have gained awareness of lifelong learning. | |||||||||||
5) - To have social, scientific, cultural and ethical values in the stages of collecting, applying and announcing the data related to the field. - To have sufficient awareness of the universality of social rights, social justice, quality and cultural values, environmental protection, occupational health and safety. | |||||||||||
6) - To be able to conduct a basic level study independently. - To be able to take responsibility as a team member to solve unforeseen complex problems encountered in the applications related to the field. - To be able to carry out activities for the development of employees working under their responsibility within the framework of a project. | |||||||||||
7) - To have advanced theoretical and practical knowledge supported by textbooks containing current information in the field, application tools and other resources. | |||||||||||
8) To be able to use the advanced theoretical and practical knowledge acquired in the field. - Interpret and evaluate data using the advanced knowledge and skills acquired in the field, identify problems, analyze, develop solutions based on research and evidence. | |||||||||||
9) - To be able to inform the relevant persons and institutions about the related subjects; transfer ideas and solutions to problems in written and orally. - To share his / her thoughts and solutions to the problems related to the field with the experts and non-experts by supporting them with quantitative and qualitative data. -To be able to organize and implement projects and activities for the social environment in which he / she lives with a sense of social responsibility. - To follow the information in his / her field and to communicate with his / her colleagues by using a foreign language at least at the European Language Portfolio B1 General Level. - To be able to use information and communication technologies together with computer software at the Advanced Level of European Computer Driving License required by the field. - To act in accordance with social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the data related to the field. - To have sufficient awareness about the universality of social rights, social justice, quality culture and protection of cultural values, environmental protection, occupational health and safety. | |||||||||||
10) - To be able to critically evaluate the advanced knowledge and skills acquired in the field, - Identify learning needs and direct learning. - To develop positive attitudes about lifelong learning. | |||||||||||
11) To act in accordance with social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the data related to the field. - To have sufficient awareness about the universality of social rights, social justice, quality culture and protection of cultural values, environmental protection, occupational health and safety | |||||||||||
12) - To be able to conduct an advanced study independently. - To be able to take responsibility as an individual and as a team member to solve unforeseen complex problems encountered in the applications related to the field. - To be able to plan and manage activities for the development of employees working under their responsibility. |
No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
Program Outcomes | Level of Contribution | |
1) | To have theoretical and practical knowledge at the basic level supported by textbooks, application tools and other resources with current knowledge in the field based on the qualifications gained at the secondary level. | |
2) | - To gain the ability to use the theoretical and practical knowledge at the basic level at an advanced level or at the same level in the same field. - To be able to interpret and evaluate the data by using the basic knowledge and skills acquired in the field, to identify and analyze the problems, to develop solutions based on evidence. | |
3) | - To be able to convey his / her thoughts on basic knowledge and skills at the level of written and verbal communication. - To share his / her thoughts and solutions to the problems related to his / her field with experts and non-experts. - To be able to follow information in the field and communicate with colleagues by using a foreign language at least at a level of European Language Portfolio A2 General Level. - To be able to use information and communication technologies together with computer software at the basic level of European Computer Driving License required by the field. | |
4) | - To be able to evaluate the basic knowledge and skills acquired in the field with a critical approach, to determine and meet the learning needs. - To be able to direct his / her education to an advanced level of education in the same field or to a profession at the same level. - Not to have gained awareness of lifelong learning. | |
5) | - To have social, scientific, cultural and ethical values in the stages of collecting, applying and announcing the data related to the field. - To have sufficient awareness of the universality of social rights, social justice, quality and cultural values, environmental protection, occupational health and safety. | |
6) | - To be able to conduct a basic level study independently. - To be able to take responsibility as a team member to solve unforeseen complex problems encountered in the applications related to the field. - To be able to carry out activities for the development of employees working under their responsibility within the framework of a project. | |
7) | - To have advanced theoretical and practical knowledge supported by textbooks containing current information in the field, application tools and other resources. | |
8) | To be able to use the advanced theoretical and practical knowledge acquired in the field. - Interpret and evaluate data using the advanced knowledge and skills acquired in the field, identify problems, analyze, develop solutions based on research and evidence. | |
9) | - To be able to inform the relevant persons and institutions about the related subjects; transfer ideas and solutions to problems in written and orally. - To share his / her thoughts and solutions to the problems related to the field with the experts and non-experts by supporting them with quantitative and qualitative data. -To be able to organize and implement projects and activities for the social environment in which he / she lives with a sense of social responsibility. - To follow the information in his / her field and to communicate with his / her colleagues by using a foreign language at least at the European Language Portfolio B1 General Level. - To be able to use information and communication technologies together with computer software at the Advanced Level of European Computer Driving License required by the field. - To act in accordance with social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the data related to the field. - To have sufficient awareness about the universality of social rights, social justice, quality culture and protection of cultural values, environmental protection, occupational health and safety. | |
10) | - To be able to critically evaluate the advanced knowledge and skills acquired in the field, - Identify learning needs and direct learning. - To develop positive attitudes about lifelong learning. | |
11) | To act in accordance with social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the data related to the field. - To have sufficient awareness about the universality of social rights, social justice, quality culture and protection of cultural values, environmental protection, occupational health and safety | |
12) | - To be able to conduct an advanced study independently. - To be able to take responsibility as an individual and as a team member to solve unforeseen complex problems encountered in the applications related to the field. - To be able to plan and manage activities for the development of employees working under their responsibility. |
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 |