Based on the challenges we discussed in last week’s lecture on Digital Humanities data processing, which type of content requires special manual intervention before it can be analyzed using digital tools?

Sara logs into her favorite online store to buy a new pair of shoes. As soon as she opens the homepage, the site displays a list titled “Picked Just for You” showing items similar to the ones she viewed last week. She also notices a banner offering a discount specifically on the brands she has purchased before.

Based on this shopping experience, which feature demonstrates personalization?

What does the 'Learner' component in the learning process include?

An online platform faces challenges with new users and new items, as there is limited data to provide accurate recommendations. For example, User U2 and Item E lack sufficient interaction data.  What is the name of the challenge faced by the platform in this case?

How can AI improve drug discovery?

A research team at a hospital is developing a machine learning model to automatically detect cancer cells in digitized pathology slides. After testing, they realize that the model’s performance is inconsistent because the labeled training data contains mistakes and disagreements between different pathologists. The team explains that this issue is slowing down progress and reducing the model’s accuracy.

Based on this scenario, what limitation of machine learning in digital pathology is being demonstrated?

The use of AI for 'Smart Content Generation' in education involves:

What does Behavioral Personalization in the context of user experience customization rely on?

During an educational technology trial in a primary school, a group of students interacts with a digital learning screen. The system automatically detects where each student is looking and adjusts the content if the student appears distracted or confused. The teacher explains that this tool helps measure how well students are paying attention to the lesson.

Which specific technology is being used to track the students’ focus?