822182 :Methodology for CSAI

Algemeen

Voertaal Engels
Werkvorm: 14 * 2 hours seminar (Collegerooster)
Tentamenvorm: exam + knowledge quizzes (see Specifics) (Tentamenrooster)
Niveau:Bachelor
Studielast:6 ECTS credits
Inschrijving:Enrollment via Blackboard before start of lectures
Blackboard informatieLink to Blackboard (Als u de melding 'Guest are not allowed in this course' krijgt, dient u nog bij Blackboard in te loggen)

Docent(en)


dr. J.A.A. Engelen (coördinator)
No photo available
L. Fu


Doel van de cursus (alleen in het Engels beschikbaar)

•   Students are able to describe the characteristics and the steps involved in quantitative research and qualitative research using the correct terminology.

•   Students are able to identify the strength and weaknesses of different methods and choose the best method for a given research question. They can evaluate decisions made in the design of experimental and non-experimental methods.

•  Students are able to define the meaning of a variable, identify its measurement level and its role in a design (e.g. independent, dependent, mediating).

•  Students are able to evaluate research based on its reliability and validity.

•  Students are able to evaluate ethical issues in research. 

•   Students are able to describe the characteristics and the steps involved in quantitative research and qualitative research using the correct terminology.

•   Students are able to identify the strength and weaknesses of different methods and choose the best method for a given research question. They can evaluate decisions made in the design of experimental and non-experimental methods.

•  Students are able to define the meaning of a variable, identify its measurement level and its role in a design (e.g. independent, dependent, mediating).

•  Students are able to evaluate research based on its reliability and validity.

•  Students are able to evaluate ethical issues in research. 


Inhoud van de cursus (alleen in het Engels beschikbaar)

Research methodology is the toolbox of an academic. Just like a carpenter is expected to know what tools to use when, scientists are expected to know what methods are suitable to address research questions within their field. Knowledge of methodology is essential to both conducting scientific research and evaluating research done by others.

This course is an introduction to the methods of conducting empirical research within the field of Cognitive Science and Artificial Intelligence. After a general introduction to the scientific method, important concepts and ethical issues, we discuss experimental research and non-experimental research (e.g., survey research, experimental studies, analysis of Big Data, computational modeling). We will do so by discussing classic research as well as research that is currently conducted in our own department.

Each meeting consists of three subparts: a knowledge quiz (see 'specifics'), a lecture, and an interactive seminar. During the seminars different methodological issues will be discussed and the knowledge from the literature will be applied to methodological questions in small groups. The students are expected to take an active part in the discussions.


Bijzonderheden (alleen in het Engels beschikbaar)

Assessment

Knowledge about the literature is tested in a short quiz at the beginning of each lecture, from the second week onwards. The results from these quizzes together make up 45% of the final grade.

Understanding of the literature and the ability to apply the knowledge to new problems will be tested in a written assignment. This assignment makes up 15% of the final grade.

Understanding of the literature and the ability to apply the knowledge to new problems will also be tested with a written exam with short essay questions which determines 40% of the final grade.

In order to pass the course, your grade for each of these three assessment elements (average of the Knowledge Quizzes, Written Assignment, Exam) has to be a passing grade.

Track-specific elements

This course is organized in combination with other methodology courses offered in the program. Students will be assigned to one of two groups, based on their track: Business Communication and Digital Media (BDM), New Media Design (NMD), and Communication Design (CD) on the one hand and Cognitive Science and Artificial Intelligence (CSAI) and Data Science and Business Governance (DSBG) on the other. The course will be different for these groups with regard to the following elements:

-       The content of the interactive seminars

-       Some of the weekly reading materials (to be announced during the course)

-       The topic of the written assignment


Verplichte literatuur

  1. Treadwell, D., Introducing communication research: Paths of inquiry. (Third Edition), Thousand Oaks, CA: Sage., 2017.
  2. A number of journal articles (one on average each week). A list of references will be made available on Blackboard..


Gewenste voorkennis

none


Vereiste voorkennis

none


Verplicht voor

  • Bachelor CIW: Cognitive Science and Artificial Intelligence ( 2017 )

(25-aug-2017)