Y12 EC Data Science Wk4 Lesson

Multiple Choice

What is a potential ethical issue with AI in decision-making processes?

• AI can process large amounts of data quickly.

• AI may rely on flawed data, leading to unfair decisions.

• AI can work 24/7 without breaks.

• AI helps in automating mundane tasks.

Multiple Choice

What are the key considerations for the ethical use of data for social or enterprise research purposes?

• Privacy

• Consent

• Data security

• All of the above

Multiple Choice

A mobile game tracks players’ locations using GPS. The game offers special in-game items to players when they visit real-world points of interest. Which of the following best explains how bias could occur in the game?

• Points of interest may be more densely located in cities, favoring players in urban areas over players in rural areas.

• Some players may engage in trespassing, favoring players in urban areas over players in rural areas.

• Special items may not be useful to all players, favoring players in urban areas over players in rural areas.

• Weather conditions may be unpredictable, favoring players in urban areas over players in rural areas.

Multiple Choice

What is the focus of Activity 23 in the SmartCity Data Analytics Project?

• Data Collection

• Data Analysis

• Scenario Questions

• Project Management

Multiple Choice

Which of the following best describes a scenario involving bias in AI algorithms?

• An AI system plays chess at a world champion level.

• An AI system recommends jobs to applicants based on gender.

• An AI system efficiently sorts data into categories.

• An AI system uses solar power to operate.

Multiple Choice

What is the importance of metadata management?

• It provides information about data

• It ensures data quality

• It facilitates better data governance

• All of the above

Open Ended

What is the significance of obtaining consent in relation to Indigenous Cultural and Intellectual Property?

Multiple Choice

What are the key points for understanding data security?

• Bias

• Accuracy

• Metadata

• Copyright

Multiple Choice

What is the main focus of Activity 24 in the HealthTrack Solutions scenario?

• HealthTrack Solutions

• Activity 24

• Page 74

• Scenario Analysis

Multiple Choice

In a problem-solving process scenario, what is the best action to take if the implemented solution does not work as expected?

• Give up on solving the problem.

• Blame the team members for the failure.

• Evaluate the results and iterate for improvement.

• Skip the evaluation and try a new solution immediately.

Multiple Choice

In the context of data sovereignty, what is the main role of a data protection officer (DPO)?

• To promote the company’s products

• To ensure compliance with data protection laws

• To manage the company’s financial accounts

• To oversee employee recruitment

Multiple Choice

What is the primary legislation governing data collection and handling in Australia?

• Data Protection Act 1998

• Privacy Act 1988

• Information Security Act 2000

• Consumer Privacy Act 1995

Multiple Choice

What are the key components of the Australian Privacy Principles (APPs)?

• Collection and use of personal information

• Governance and accountability

• Rights of individuals

• All of the above

Multiple Choice

What is the role of the Office of the Australian Information Commissioner (OAIC) in data protection?

• To oversee data protection laws

• To enforce the Privacy Act

• To investigate complaints

• All of the above

Multiple Choice

What are the key considerations for data sovereignty of Aboriginal and Torres Strait Islander Peoples?

• Informed Consent

• Cultural Respect

• Control and Ownership

• Empowerment

Multiple Choice

Which of the following refers to an outgoing relation for a Code Value?

• Code Set is part of Code Value

• Code Value is part of Code Set

• Code Set contains Code Value

• Code Value contains Code Set

Multiple Choice

The key goals of data governance include rules for data use, requirement compliance, high-quality data, and ________.

• server space

• cost reduction

• data scrubbing

• database objects

Open Ended

What is data literacy and why is it important in interpreting and responding to data?

Multiple Choice

What is the importance of data literacy in understanding social behavior?

• It helps in reading data only

• It is essential for analyzing curated data

• It is not important

• It only involves creating data

Multiple Choice

What is the difference between short-term and long-term data in terms of social behavior?

• Short-term data reflects immediate reactions

• Long-term data indicates stable trends

• Short-term data is less reliable

• Long-term data is always accurate

Multiple Choice

What are the key indicators that influence behaviour according to the text?

• Social media trends

• Personal opinions

• Cultural norms

• Historical events

Multiple Choice

What is a data swamp and how can it affect data analysis?

• A well-organized data repository

• A disorganized data repository

• A type of data management software

• A method for data retrieval

Multiple Choice

What are the key considerations when educating users about data?

• Ethical use of data

• Data privacy concerns

• Impact on social behavior

• All of the above