Study Guide
Study Guide
#savoniaUAS
Curricula starting in 2022 and earlier
Savonia's new Study Guide (curriculum starting in 2023 and after) can be found here.
| Basis of Education | Competence Standards | Structure of Studies | Development of Expertise | Methods and implementation | Course Table |
Course Description
| Code | 4 TYGEL50 |
| Name | Knowledge-based Systems |
| Credits | 5 ects |
| Objectives | Student - understands essentials of systems that use knowledge-based techniques to support human decision-making, learning and action - understands both the need and the power of using knowledge-based systems in Global Public Health including the limits - knows the key aspects of knowledge management process and knowledge search. - uses Information Visualization Methods for different data types - designs target-group-focused, interactive visualization systems for individuals who need to make decisions based on Global Public Health data. |
| Content | - Knowledge management process and its sub-processes - Knowledge-based methods (knowledge representation such as ontologies, search methods, case-based closing, planning, machine learning, user modelling) - Knowledge management methods and systems - Expert and Recommender Systems - Overview of information visualization and visual analytics - Data presentation and data transformation - Visual representation of bivariate and multivariate data as well as time series and evaluation scales - Case study |
| Requirements | Independent studies, seminars, workshops on methodology |
| Grading Scale | 0 - 5 |
| Course material | Moodle learning environment contains materials |
| Prerequisites | |
| Other Considerations | Lectures, learning tasks, web-discussions/presentations |
| Contact | Kouri Pirkko |
We reserve the right to make changes to the curriculum due to the need to update the content being studied.