Public Relations and Advertising
Bachelor	TR-NQF-HE: Level 6	QF-EHEA: First Cycle	EQF-LLL: Level 6

General course introduction information

Course Code:

YMD416

Course Name:

Data Mining in New Media

Course Semester:

Spring

Course Credits:

Theoretical	Practical	Credit	ECTS
3	0	3	7

Language of instruction:

Course Requisites:

Does the Course Require Work Experience?:

Type of course:

University Elective

Course Level:

Bachelor

TR-NQF-HE:6. Master`s Degree

QF-EHEA:First Cycle

EQF-LLL:6. Master`s Degree

Mode of Delivery:

Face to face

Course Coordinator :

Öğr.Gör. HAMZA ŞAMLIOĞLU

Course Lecturer(s):

Course Assistants:

Course Objective and Content

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.

Learning Outcomes

The students who have succeeded in this course;

Learning Outcomes

1 - Knowledge
Theoretical - Conceptual
1) To be able to comprehend the basic concepts required for data tracking and analysis in new media, to explain the basic, theoretical and applied information for data, data analysis, data tracking, monitoring, insight and reporting.
2 - Skills
Cognitive - Practical
3 - Competences
Communication and Social Competence
1) To carry out studies for social area by using data mining techniques with a sense of social responsibility. To be able to develop solutions to social problems with insights gained through the work carried out.
Learning Competence
1) To be able to transfer basic knowledge and gains about data mining to other disciplines of communication. To be able to evaluate the literature of new media and communication discipline in the perspective of data mining. To be able to use the applications and tools developed for data mining competently.
Field Specific Competence
1) To be able to use the monitoring and data processing programs developed specifically for new communication technologies and social networks, to report the results obtained and to transform them into results and findings that the society can make sense of.
Competence to Work Independently and Take Responsibility
1) Being able to take data with the right keywords and analyze and apply it independently for new purposes and needs in new media platforms. Ability to plan and manage activities for the development of employees under their responsibility for analyzing data and producing insights.

Lesson Plan

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	..

Sources

Course Notes / Textbooks:	Baloğlu, A. (2015), Sosyal Medya Madenciliği, Beta Yayınları.
References:	Baloğlu, A. (2015), Sosyal Medya Madenciliği, Beta Yayınları.

Course-Program Learning Outcome Relationship

Learning Outcomes	1	3	4	5	6
Program Outcomes
1) 1. Comprehending theories of interpersonal communication, 2. Know the basic concepts and practices of public relations and advertising,
2) 1. Understanding the basic principles and principles of communication and developing a point of view in this direction, 2. Be able to understand and interpret theoretical approaches in the field of communication, 3. Mass communicaiton theories and their comprehension and discussion to relation between the activities of professional communicators, 4. Use of information related to the fields of communication science, business management, marketing, sociology, organizational behavior, economics, political science, law, scientific research and cultural studies into public relations and advertising discipline, 5. Knowing all elements of marketing communication; strategy development, research, planning and application in issues advertisement, public relations, sales, direct marketing and e-communication, 6. Data compilation, application, analysis and interpretation of results, 7. Apply to the field and solve problems of basic behavioral sciences, 8. Ability to plan, define, model and solve related to public relations campaigns, 9. Understanding the interaction between public relations and management which is a business function, 10. Necessary research for a successful public relations application, definition of objectives, identifying target groups and corresponding messages to these, choosing the right councils and evaluating the results, 11. Related to advertising campaigns planning, definition, modelling and ability to solve, 12. Acquire and use managerial skills in the advertising sector, 13. Media research, planning and purchasing knowledge and skills, 14. Design and implement to the advertisement materials for various advertisement channels
3) 1. Make active presentations using appropriate announcement texts and visual aids for speeches and meetings; be able to express oneself and present a project, 2. Working as a team member and taking responsibility, 3. Resolve possible crises in institutions by assessing political, economic and technological all developments that will affect the field of public relations and to produce parallel strategies to the new situation, 4. Recognizing, understanding and designing elements of successful corporate communication, 5. Supply the stated or felt requirements, public relations services development in accordance with accepted professional standards, 6. Apply creative thinking methods and techniques,
4) 1. Comprehending media literacy skills in the news taking process, 2. Comprehension of conceptual connections between public relations, advertising and politics, 3. Having knowledge and interpretation about the periodical processes of advertising, 4. Identify market research required for advertisement implementations and be able to evaluate in terms of advertising,
5) 1. Ability to follow the development of education, science and technology and to recognize and describe the interaction of these elements with communication processes, 2. Applying to public relations, advertising and communication fields following new methods and technologies, 3. To use information communication technologies strategically within advertising and marketing, 4. To be able to comprehend and use contemporary techniques and software in the field of visual design, 5. To be able to follow national and international the contemporary problems, threads in the field of advertising, 6. To create a true dialectic mental, psychological and moral conditions with the Public Relations practices and acknowledging that the parties have the right to disclose their own situation and views, 7. Take care of the truth in Public Relations practices, to disseminate of information that is not based on sustainable and preconceived facts, 8. In Public Relations messages prepared for the promotion of products with regard to young people and children, they will damage their trust feelings, taking care to avoid no content that will affect psychological and physical weaknesses, 9. When practicing their profession, take care to ensure fair representation of the views of all interested parties, 10. Respecting the principle of confidentiality of confidential information that can be obtained by professions, 11. Pay attention to the fact that communication by their profession is based on open, correct, bi-directional and fully informed. 12. Where it is necessary to compete in a personal or institutional level, disuses the personal / institutional links that would unfairly affect competition; secondary undertaken tasks etc. as it will serve this purpose, 13. To prevent discrimination and promote the development of positive discrimination in intra-agency communication, 14. Supporting precautionary approaches to environmental problems in the business world, 15. To support all kinds of activities and formation that will increase environmental responsibility, 16. To support the development and diffusion of environmental friendly technologies,
6) 1. Understand social organizations and institutions, family, religious institutions and their relationship with communication, 2. Carry out public relations and advertising practices based on a common and broad knowledge base, academic studies, researchs, ethical principles and performance auditing, 3. To know and understand the quality concept in public relations and advertisement, 4. In Turkey and in the world of brand management strategy evaluation, implement brand strategies and analyze various campaigns, 5. Targeting to receive a quality certificate, performance audit and to apply continuously systems to improve the quality, 6. Applying the Public Relations profession not only to the institution but also to oversee the benefit of collecting, 7. Identify messages that are appropriate for the target audience in the advertisement and choosing the right councils and evaluating the results, 8. To be able to interpret legal regulations intented for communication and advertisement field, 9. To recognize the basic principles of concord, manage the processes of concord or to work get a job in these processes, 10. Recognition of ethical principles in the International Advertising Practice Guidelines; in this respect, advertising applications integrity, honesty, social responsibility, protection of children and young people, respect for personal rights, sensitivity to health and environment, to be able to evaluate in terms of subjects such as the protection of the consumer, 11. To design, plan, implement and evaluate communication activities with the belief that all individuals should benefit from the rights arising from the Universal Declaration of Human Rights, 12. Protecting and respecting human dignity in communication activities, ensuring that everyone has their own judgment, 13. Under all conditions, in public relations practies, to behove in shape of protecting mutuall interests are served both by this assocation and by this assocation of public societies, 14. Performing public relations and advertising profession so as not to damage the public interest, 15. Observing that the communication they establish by aiming to create mutual understanding during their professional activities is not harmful attribution to the cultural values and beliefs of society in terms of both legal and ethical, 16. Acting in harmony with articles the Idea and Artworks Law during the works, 17. Do not accept tasks that are contrary to the principles of professional ethics, 18. Work to protect and upgrade the reputation and prestige of the profession, 19. Do not be in comments and behaviors that would damage the reputation of your colleagues, 20. Respect for the Press Professional Principles with the freedom of the media to receive information and to inform the public, 21. The blogs, forums, video and photo sharing sites and similiar social media tools are enriching in the sense of changing and reflecting public opinion therefore in those channels professional activities the identity of the representatives in these meetings in terms of transparency principle, 22. Do not mislead public opinion or its representatives, 23. Do not use blackmail, bribe and repression, 24. As a public relations expert, do not sign a contract with a client or employer that guarantees quantitative results, 25. Not to be included in the initiatives and commitments in feature that are contradictory to social rules, dishonest, damage human dignity and character, 26. To promote and respect human rights declared in the business world, 27. Not being complicit of human rights violations in the business world, 28. To oppose all kinds of child labor, 29. Fighting corruption in the business world, 30. To struggle with corruption in the business world, 31. To carry out professional practices in order to not violate the ethical principles in purview public relations and advertising.

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Low	3 Average	4 High	5 Highest

	Program Outcomes	Level of Contribution
1)	1. Comprehending theories of interpersonal communication, 2. Know the basic concepts and practices of public relations and advertising,
2)	1. Understanding the basic principles and principles of communication and developing a point of view in this direction, 2. Be able to understand and interpret theoretical approaches in the field of communication, 3. Mass communicaiton theories and their comprehension and discussion to relation between the activities of professional communicators, 4. Use of information related to the fields of communication science, business management, marketing, sociology, organizational behavior, economics, political science, law, scientific research and cultural studies into public relations and advertising discipline, 5. Knowing all elements of marketing communication; strategy development, research, planning and application in issues advertisement, public relations, sales, direct marketing and e-communication, 6. Data compilation, application, analysis and interpretation of results, 7. Apply to the field and solve problems of basic behavioral sciences, 8. Ability to plan, define, model and solve related to public relations campaigns, 9. Understanding the interaction between public relations and management which is a business function, 10. Necessary research for a successful public relations application, definition of objectives, identifying target groups and corresponding messages to these, choosing the right councils and evaluating the results, 11. Related to advertising campaigns planning, definition, modelling and ability to solve, 12. Acquire and use managerial skills in the advertising sector, 13. Media research, planning and purchasing knowledge and skills, 14. Design and implement to the advertisement materials for various advertisement channels
3)	1. Make active presentations using appropriate announcement texts and visual aids for speeches and meetings; be able to express oneself and present a project, 2. Working as a team member and taking responsibility, 3. Resolve possible crises in institutions by assessing political, economic and technological all developments that will affect the field of public relations and to produce parallel strategies to the new situation, 4. Recognizing, understanding and designing elements of successful corporate communication, 5. Supply the stated or felt requirements, public relations services development in accordance with accepted professional standards, 6. Apply creative thinking methods and techniques,
4)	1. Comprehending media literacy skills in the news taking process, 2. Comprehension of conceptual connections between public relations, advertising and politics, 3. Having knowledge and interpretation about the periodical processes of advertising, 4. Identify market research required for advertisement implementations and be able to evaluate in terms of advertising,
5)	1. Ability to follow the development of education, science and technology and to recognize and describe the interaction of these elements with communication processes, 2. Applying to public relations, advertising and communication fields following new methods and technologies, 3. To use information communication technologies strategically within advertising and marketing, 4. To be able to comprehend and use contemporary techniques and software in the field of visual design, 5. To be able to follow national and international the contemporary problems, threads in the field of advertising, 6. To create a true dialectic mental, psychological and moral conditions with the Public Relations practices and acknowledging that the parties have the right to disclose their own situation and views, 7. Take care of the truth in Public Relations practices, to disseminate of information that is not based on sustainable and preconceived facts, 8. In Public Relations messages prepared for the promotion of products with regard to young people and children, they will damage their trust feelings, taking care to avoid no content that will affect psychological and physical weaknesses, 9. When practicing their profession, take care to ensure fair representation of the views of all interested parties, 10. Respecting the principle of confidentiality of confidential information that can be obtained by professions, 11. Pay attention to the fact that communication by their profession is based on open, correct, bi-directional and fully informed. 12. Where it is necessary to compete in a personal or institutional level, disuses the personal / institutional links that would unfairly affect competition; secondary undertaken tasks etc. as it will serve this purpose, 13. To prevent discrimination and promote the development of positive discrimination in intra-agency communication, 14. Supporting precautionary approaches to environmental problems in the business world, 15. To support all kinds of activities and formation that will increase environmental responsibility, 16. To support the development and diffusion of environmental friendly technologies,
6)	1. Understand social organizations and institutions, family, religious institutions and their relationship with communication, 2. Carry out public relations and advertising practices based on a common and broad knowledge base, academic studies, researchs, ethical principles and performance auditing, 3. To know and understand the quality concept in public relations and advertisement, 4. In Turkey and in the world of brand management strategy evaluation, implement brand strategies and analyze various campaigns, 5. Targeting to receive a quality certificate, performance audit and to apply continuously systems to improve the quality, 6. Applying the Public Relations profession not only to the institution but also to oversee the benefit of collecting, 7. Identify messages that are appropriate for the target audience in the advertisement and choosing the right councils and evaluating the results, 8. To be able to interpret legal regulations intented for communication and advertisement field, 9. To recognize the basic principles of concord, manage the processes of concord or to work get a job in these processes, 10. Recognition of ethical principles in the International Advertising Practice Guidelines; in this respect, advertising applications integrity, honesty, social responsibility, protection of children and young people, respect for personal rights, sensitivity to health and environment, to be able to evaluate in terms of subjects such as the protection of the consumer, 11. To design, plan, implement and evaluate communication activities with the belief that all individuals should benefit from the rights arising from the Universal Declaration of Human Rights, 12. Protecting and respecting human dignity in communication activities, ensuring that everyone has their own judgment, 13. Under all conditions, in public relations practies, to behove in shape of protecting mutuall interests are served both by this assocation and by this assocation of public societies, 14. Performing public relations and advertising profession so as not to damage the public interest, 15. Observing that the communication they establish by aiming to create mutual understanding during their professional activities is not harmful attribution to the cultural values and beliefs of society in terms of both legal and ethical, 16. Acting in harmony with articles the Idea and Artworks Law during the works, 17. Do not accept tasks that are contrary to the principles of professional ethics, 18. Work to protect and upgrade the reputation and prestige of the profession, 19. Do not be in comments and behaviors that would damage the reputation of your colleagues, 20. Respect for the Press Professional Principles with the freedom of the media to receive information and to inform the public, 21. The blogs, forums, video and photo sharing sites and similiar social media tools are enriching in the sense of changing and reflecting public opinion therefore in those channels professional activities the identity of the representatives in these meetings in terms of transparency principle, 22. Do not mislead public opinion or its representatives, 23. Do not use blackmail, bribe and repression, 24. As a public relations expert, do not sign a contract with a client or employer that guarantees quantitative results, 25. Not to be included in the initiatives and commitments in feature that are contradictory to social rules, dishonest, damage human dignity and character, 26. To promote and respect human rights declared in the business world, 27. Not being complicit of human rights violations in the business world, 28. To oppose all kinds of child labor, 29. Fighting corruption in the business world, 30. To struggle with corruption in the business world, 31. To carry out professional practices in order to not violate the ethical principles in purview public relations and advertising.

Learning Activity and Teaching Methods

Field Study
Expression
Individual study and homework
Lesson
Group study and homework
Reading
Homework
Project preparation
Case Study
Web Based Learning

Assessment & Grading Methods and Criteria

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

Assessment & Grading

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

Workload and ECTS Credit Grading

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