Page 33 - Ai V2.0 Flipbook C8
P. 33
By filling out the 4Ws Canvas, we create a strong foundation for the AI project, ensuring
that every next stage—data collection, modelling, and deployment—is aligned with real-world
needs and goals.
Activity
Problem Statement
"Inadequate sleep during examination time leads to poor academic performance and health
issues among students."
4Ws Canvas for Problem Scoping
Who? (Stakeholders)
• Students are directly affected due to fatigue and poor performance.
• Teachers are indirectly affected by declining academic results.
• Parents are concerned about their children’s health and academic stress.
What? (Nature of the Problem)
• Students show low performance in exams due to sleep deprivation.
• Teachers observe reduced attentiveness and participation in class.
• Lack of sleep impacts students’ mental and physical well-being.
Where? (Location/Context)
• At home: students stay up late studying or using devices.
• In school: teachers notice reduced focus.
• Examination hall: students feel tired and underperform.
Why? (Purpose of Solving)
• To enhance students’ focus and energy during exams.
• To improve academic performance through better sleep routines.
• To maintain students' mental and physical health.
• To support time management and stress reduction.
Task 21 st Century #Leadership & Responsibility
Skills
Case: Substantial Electricity Bill
You notice that the electricity bill for your school is very high. Your goal is to reduce this bill.
To do this, use the 4Ws Problem Canvas to solve the issue.
Stages of AI Project Cycle 31

