Teaching
Advanced Topics in Computer Applications: HUMAN-CENTERED COMPUTING (CISC 849)
| Instructor | Dr. Roghayeh (Leila) Barmaki |
| Term | Spring (2023) |
| Course Description | This course introduces the fundamentals of how people interact with computers and digital systems. Human behavior understanding, measurement, and bias and fairness assessment will be key parts of this course. Specific areas of interest will include the education and healthcare sectors. |
Introduction to Human-Computer Interaction (CISC 482/682)
| Instructor | Dr. Roghayeh (Leila) Barmaki |
| Term | Fall (2018, 2019, 2020, & 2021) |
| Course Description | Research techniques for understanding the interaction between humans and interactive computing systems. Studies about theoretical methods for study design, implementation, and evaluation of effective user interaction systems, including requirements gathering, survey design, and rapid prototyping supplemented with hands-on group projects. |
| Materials | Syllabus |
Introduction to Data Mining (CISC 483/683)
| Instructor | Dr. Roghayeh (Leila) Barmaki |
| Term | Fall (2019 and 2021), Spring (2023) |
| Course Description | Introduction to the concepts, algorithms, techniques, and systems of data mining, familiars with data, data preprocessing, integration, and transformation. studies basic concepts and advanced methods of mining frequent patterns and association, classification, and cluster analysis. |
| Materials | Syllabus |
Introduction to Educational Data Mining (EDM) (CISC 849)
| Instructor | Dr. Roghayeh (Leila) Barmaki |
| Term | Fall 2021 |
| Course Description | Introduction to the research methods in EDM and how to execute them using standard software packages, how to use the methods and their limitations. Discussion of how EDM differs from more traditional statistical and psychometric approaches and how many of the same statistical and mathematical approaches are used in different ways in these research communities. |
| Materials | Syllabus |
