This is an English translation of the module. In case of discrepancy between the translation and the Danish version, the Danish version of the module is valid.
The overall purpose of the project module is for the student to acquire the ability to analyze and evaluate the application of methods and techniques within database systems and / or machine intelligence to solve a specific problem. This involves an experimental analysis of the properties of the techniques as well as an experimental evaluation of the results obtained
Data representation, data analysis, and the ability to draw intelligent conclusions based on users' wishes and needs are included as central components in many modern IT systems. Within this project module, data representation and analysis covers the use of database management systems to model and store data in relation to data analysis, transform data into the desired format and be able to extract information from it using analytical queries. Intelligent systems are related to machine intelligence, where the term covers, for example, graphic models, data mining / machine learning, and autonomous agents. The following references to database systems and machine intelligence must thus be seen in this context
In this project module, the project work is primarily driven by empirical evaluations of the techniques / methods used as well as by the general software solution that may be developed through the project work. This may, for example, involve an iterative experimental approach to method development, which may require an essential element of software development, experiment design, and considerations about the statistical significance of the empirical results (such as runtimes, space consumption, and other method-specific properties).
The student is expected to spend 27.5 hours per ECTS, which for this activity means 412.5 hours.
|Name of exam||Experimental Data Analysis and Modeling|
|Type of exam|
Oral exam based on a project
|Assessment||7-point grading scale|
|Type of grading||Internal examination|
|Criteria of assessment||The criteria of assessment are stated in the Examination Policies and Procedures|
Contact: Study Board for Computer Science via firstname.lastname@example.org or 9940 8854
|Danish title||Eksperimentel dataanalyse og modellering|
|Language of instruction||Danish and English|
|Location of the lecture||Campus Aalborg|
|Responsible for the module|
|Study Board||Study Board of Computer Science|
|Department||Department of Computer Science|
|Faculty||The Technical Faculty of IT and Design|