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A short class with Sarah and her students. The other ways are under More.
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Today, we start our discussion on Who in the Four Ws. Can anyone tell me why identifying stakeholders is important in AI projects?
I think it helps to understand who is affected by the problem.
Exactly! Identifying stakeholders helps in tailoring the solutions to meet their needs. Remember, when considering Who, think about all parties involved—users, beneficiaries, and anyone affected.
What if we miss some stakeholders?
Good question! Missing stakeholders can lead to inadequate solutions. It’s crucial to involve all relevant parties to ensure the solution is comprehensive. Now, can anyone recall an example?
In a project for a smart school, teachers, students, and parents are all stakeholders.
Well done! Understanding Who ensures that we align our solutions with the right expectations. Let’s summarize: When identifying Who, consider all possible stakeholders involved.
Now, let's move on to What. Why is identifying the core problem crucial?
Because if we don’t know the core problem, we might solve the wrong thing!
Exactly! Defining What helps clarify the impact, too. Can someone give me an example of an impact a problem might have?
In attendance tracking, if it’s inaccurate, students might lose marks.
Perfect! The impact shows why we must address the problem correctly. Always ask, 'What are we really solving?' Let’s wrap up: Understanding What shapes our focus for effective solutions.
Next is Where. Why do you think the geographical context matters?
It affects how the problem is perceived and how solutions are deployed.
Absolutely! Context shapes the relevance and method of the solution. Can anyone think of a situation where the location might change the approach?
In rural vs urban schools, attendance solutions may differ because of technology access.
Spot on! The Where impacts resource availability and acceptance of solutions. Let's conclude this by remembering: Always assess the Where to build effective, appropriate solutions.
Finally, we explore Why. Why is it important to understand the importance of solving the problem?
It helps to prioritize which problems to tackle first!
Exactly! Knowing the urgency helps in allocating resources effectively. What about understanding why it hasn't been solved?
Maybe there are technological limitations affecting the solution?
Correct! Knowing barriers ensures we are prepared, and AI can help overcome these. Remember, the Why helps establish the justification for our work. In summary, always address Why to map out the relevance of your project.
In a smart school attendance system, Who includes teachers, students, and administration; What involves automating attendance; Where applies specifically to schools; Why emphasizes the need for accuracy and time-saving.
In public healthcare, stakeholders may include patients, healthcare providers, insurance companies, and government entities, while the What involves reducing wait times.
Who, What, Where, and Why, helps define our problem to satisfy.
A school faced a problem with attendance, teachers and students stressed, until the Four Ws helped them address. Who's affected? What’s the core? Where does it happen? Why solve it for sure!
W-W-W-W: Who, What, Where, Why - Keep it in mind as you try.
W4: Who, What, Where, and Why - The essential 4 for problem scoping.
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Who
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What
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Where
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Why
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Individuals or groups that have an interest in the outcome of a project.
The main issue that needs to be addressed.
The effect that a problem has on individuals, groups, or systems.
Factors that prevent a problem from being solved.
The contribution and application of Artificial Intelligence in solving a problem.
The Four Ws methodology is introduced as a framework for accurately scoping problems in AI projects.
The section focuses on the Four Ws—Who, What, Where, and Why—helping teams define and clarify a problem before initiating AI solutions. This structured approach aims to provide a clear understanding of stakeholders, the nature of the problem, its context, and the rationale behind its resolution.
To properly tackle problems in AI projects, it is imperative to define them accurately. The Four Ws methodology—Who, What, Where, Why—guides teams to achieve this clarity.
Utilizing the Four Ws helps create a focused problem statement, enhancing teamwork and efficiency in AI projects.