INTERNSHIP - Identification & linking of common mistakes in exams using AI/ML

Domain
Engineer – Software
Market
Education
Location

Izegem, Belgium

Televic Education

Televic Education is a world leader in the development of research-based solutions that help solve training, quality, certification, accreditation, permanent evaluation and collaboration challenges in many different industries.

The combination of our in-depth knowledge of specific sectors with scientific research has enabled us to create innovative solutions and to build long-term relationships with our clients that range from governments, educational institutions, hospitals as well as corporates.

Topic

assessmentQ is a digital exam platform developed and maintained by Televic Education. 250+ customers are using assessmentQ for organizing online and digital (practice) exams.

assessmentQ provides a huge amount of data (exercises and answers). Based on this data you will perform an analysis of the common mistakes made by students and how these common mistakes are related to each other. This way we want to provide our customers with useful insights about their exams and the general stumbling blocks their students encounter.

An example approach may be:

1. You will use the assessmentQ data to gather useful statistics and insights about common mistakes made for one question in an exam.

2. Search for probabilistic links between common mistakes. For example: if mistake A was made, there is a 80% probability of mistake B also occurring (this over all questions in an exam)

3. Try to label groups of common mistakes that have a high likelihood of occurring together

4. Create a dashboard to clearly visualize what mistakes are made and how they are linked

If you are interested in this topic, please also register this on the Televic website at: https://www.televic.com/en/careers/internships-and-students so we can confirm the topic is still available.

Specifics

  • Level: Academic Master, Bachelor, Master, PhD
  • Specialty: AI / Machine Learning, Software   
  • Type of work: Research: 40%, Implem.: 40%, Experim.: 20%
  • Location: Televic, University
  • Type of activities: Experimenting, Implementation, Literature study, Programming
  • Number of students: 1 or 2

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