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How do you think a business could make use from data mining when hiring staff? - Jonathan

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How do you think a business could make use from data mining when hiring staff? - Jonathan

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A business could make use of data mining by using it to find the interests and certain characteristics of the potential staff.

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How do you think a business could benefit from data mining when hiring staff (zoehim)

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How do you think a business could benefit from data mining when hiring staff (zoehim)

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The business can collect data that shows users that have looked for jobs specific to the business. They could then send targeted ads to those users to get them to apply for the jobs.

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This stage normally involves creating a report and other visual material to present the findings of
the data mining process to the stakeholders of a business. Ihis information can then be used by the
stakeholders to decide what actions the business will take next.
If the stakeholders feel the business hasn't achieved an informative enough result, they may choose to repeat
the data mining process to further refine the information gathered from the process.

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In this stage, the results generated by the models are evaluated. The outcome of this evaluation
may produce new business needs, depending on the patterns and trends that have been identified in the
process.

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There are three main elements to this stage: setting the objectives, developing the
project plan and establishing the criteria for sucess.
In order to establish the kind of data that needs to be mined and analysed, the objectives of the business
need to be understood. The business understanding stage is where the needs of the business are discovered,
and an in-depth analysis takes place to ascertain these.
Once the business needs have been established, other important factors, such as the resources available, the
constraints on the process and a data mining plan and goals must be considered. The data mining plan will
involve developing queries to interrogate the data.

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This stage involves an initial collection of data. This is normally collected from various
sources that are available. Once the data is collected, the integrity, accuracy, and properties of the data
are considered, to make sure that it is viable.
Once the data is established as viable, it can be interrogated using queries that were developed in the
business understanding stage. This interrogation will help the business understand whether the data is
complete and will provide them with the desired outcome.