New Media | |||||
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: |
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) 1. Acquainting oneself with technologic developments which have effect on new media area. 2. Gaining the theoretical infrastructure controling the influence flow within social media, society and digital culture. 3. Implementing digital communication on productive and strategic projects by using the right applications. 4. Wining theoretical and factual infrastructure to use data which can reach the right information in an ethical way. | |||||
2) 1.Designing, strategizing and managing related processes as an active actor of the new media at the center of all transformations and changes, especially production, marketing, journalism, social relations. 2.Being able to comprehend the interdisciplinary structure of the new media and the tendency to work with traditional media such as newspapers, radio and TV, and to produce interactive content in this direction. 3.Generating a new generation of news in the context of news gathering and writing transformations; to be a new media correspondent, editor or producer in newspapers, radio or TV institutions carrying publishing activities on the Internet and mobile media. 4.Designing, producing and implementing content for public and private organizations with disciplines as public relations, trade, advertising for effective reach to target audience, productivity and competitive advantage. 5. Solving the crisis based new media at the institutions and to produce parallel strategies to the new situation. 6.Portal management, learning and implementation of stages in web design areas. | |||||
3) 1.Entrepreneurship that to be able to present thoughts and creativity in all new media platforms like web, newspaper, blog, e-commerce. 2.Informative, entertaining content production based on social existence, sharing and interaction in social media. 3.To be able to perform the profession as a team member and fulfill the responsibilities, while remaining committed to ethical values. 4.Paying attention to the fair representation of the views of all parties within the framework of accountability, equal approach to the parties and not misleading. | |||||
4) 1. Comprehension of media literacy skills in the process of news gathering. 2. Learning how to effectively use and develop new media platforms. 3. Comprehension of conceptual connections between media and politics 4. To be able to understand and question the basic principles of mass communication and the place and importance of mass communication. 5. Developing a perspective of being able to analyze and tired of economic politics, social, political and cultural influences of mass communication. | |||||
5) 1. communicating with digital agencies about new media projects in order to be a part of the solution. 2. Sharing the solution suggestions on communication area using qualitative and quantitative research. 3. Organizing and implementing projects and events for one'ssocial environment using the digital communication formats in a creative way. | |||||
6) 1. Understanding the basic principles and doctrines of communication and foprming a point of view. 2. Understanding and evaluating theoritical approach on communication. 3. Comprehension of criticism on media theories. 4. In Turkey and in the world assessing industry 4.0 strategies, Making the analysis of the practices. 5. Solving possible crises in the institutions by evaluating all technological, political and economic developments that will affect the new media field and producing parallel strategies to the new situation |
No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
Program Outcomes | Level of Contribution | |
1) | 1. Acquainting oneself with technologic developments which have effect on new media area. 2. Gaining the theoretical infrastructure controling the influence flow within social media, society and digital culture. 3. Implementing digital communication on productive and strategic projects by using the right applications. 4. Wining theoretical and factual infrastructure to use data which can reach the right information in an ethical way. | |
2) | 1.Designing, strategizing and managing related processes as an active actor of the new media at the center of all transformations and changes, especially production, marketing, journalism, social relations. 2.Being able to comprehend the interdisciplinary structure of the new media and the tendency to work with traditional media such as newspapers, radio and TV, and to produce interactive content in this direction. 3.Generating a new generation of news in the context of news gathering and writing transformations; to be a new media correspondent, editor or producer in newspapers, radio or TV institutions carrying publishing activities on the Internet and mobile media. 4.Designing, producing and implementing content for public and private organizations with disciplines as public relations, trade, advertising for effective reach to target audience, productivity and competitive advantage. 5. Solving the crisis based new media at the institutions and to produce parallel strategies to the new situation. 6.Portal management, learning and implementation of stages in web design areas. | |
3) | 1.Entrepreneurship that to be able to present thoughts and creativity in all new media platforms like web, newspaper, blog, e-commerce. 2.Informative, entertaining content production based on social existence, sharing and interaction in social media. 3.To be able to perform the profession as a team member and fulfill the responsibilities, while remaining committed to ethical values. 4.Paying attention to the fair representation of the views of all parties within the framework of accountability, equal approach to the parties and not misleading. | |
4) | 1. Comprehension of media literacy skills in the process of news gathering. 2. Learning how to effectively use and develop new media platforms. 3. Comprehension of conceptual connections between media and politics 4. To be able to understand and question the basic principles of mass communication and the place and importance of mass communication. 5. Developing a perspective of being able to analyze and tired of economic politics, social, political and cultural influences of mass communication. | |
5) | 1. communicating with digital agencies about new media projects in order to be a part of the solution. 2. Sharing the solution suggestions on communication area using qualitative and quantitative research. 3. Organizing and implementing projects and events for one'ssocial environment using the digital communication formats in a creative way. | |
6) | 1. Understanding the basic principles and doctrines of communication and foprming a point of view. 2. Understanding and evaluating theoritical approach on communication. 3. Comprehension of criticism on media theories. 4. In Turkey and in the world assessing industry 4.0 strategies, Making the analysis of the practices. 5. Solving possible crises in the institutions by evaluating all technological, political and economic developments that will affect the new media field and producing parallel strategies to the new situation |
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 |