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Safe AI in Real Estate: Valuation, Tenant Screening and Property Data Duties

Building Management Systems, Sensors and Occupant Privacy

Quiz: Building Management Systems, Sensors and Occupant Privacy

Facial Recognition and Access Control in Buildings

Quiz: Facial Recognition and Access Control in Buildings

Maintenance Prioritisation Models and Tenant Safety

Quiz: Maintenance Prioritisation Models and Tenant Safety

Property Data Quality, Provenance and Licensing

Quiz: Property Data Quality, Provenance and Licensing

Agency Duties, Client Money and Automated Communication

Quiz: Agency Duties, Client Money and Automated Communication

Governance for Portfolios and Managing Agents

Quiz: Governance for Portfolios and Managing Agents

Final exam: Safe AI in Real Estate: Valuation, Tenant Screening and Property Data Duties

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Quiz: Property Data Quality, Provenance and Licensing

Safe AI in Real Estate: Valuation, Tenant Screening and Property Data Duties
Property Data Quality, Provenance and Licensing
Quiz: Property Data Quality, Provenance and Licensing

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Question 1 of 5

1. Question

What is one key factor that property data quality depends on according to the lesson?

The number of property managers involved
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The size of the property portfolio
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The accuracy of the data
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The colour of property listings
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Question 2 of 5

2. Question

Which ISO standard clause deals with data quality metrics such as positional accuracy and thematic accuracy?

ISO 19115 clause 7.1
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ISO 19115 clause 7.2
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ISO 19115 clause 7.3
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ISO 19115 clause 7.4
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Question 3 of 5

3. Question

Why is data provenance important for property managers during due diligence processes?

It helps identify the cost of property improvements
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It allows managers to determine which data is most reliable or current
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It ensures data is stored in cloud-based systems
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It makes property data easier to visualise
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Question 4 of 5

4. Question

What must property managers do to ensure compliance with data licensing agreements?

Avoid using any external data sources
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Ensure data usage aligns with specified license conditions and restrictions
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Only use data from government sources
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Purchase all property data at once
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Question 5 of 5

5. Question

Which of the following is a recommended practice for maintaining data provenance?

Delete access logs after six months
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Record collection dates and any updates or modifications to original information
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Share data sources only with senior staff
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Store data in unorganised folders
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