Homework Clinic
Science Clinic => Computer Science => Topic started by: bobbysung on Aug 26, 2019
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Question 1
List the four-step approach identified by KPMG for successful implementation of digital labor.
Question 2
List and discuss the three main issues in AI and business analytics implementation as identified by Shchutskaya (2017).
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Answer 1
The steps identified by KPMG (2018) include:
• Establishing priority areas for technological innovation.
• Developing a strategy and a plan for the employees.
• Identify providers and partners for plans' execution.
• Establishing a strategy and plans to realize benefits from the digital labor initiatives.
Answer 2
1. Development approach. Business analytic and AI systems require an approach different from that of other IT/computer systems. Specifically, it is necessary to identify and deal with different and frequently large data sources. It is necessary to cleanse and curate these data. Also, if learning is involved, one needs to use machine training. Thus, special methodologies are needed.
2. Learning from data. Many AI and business analytics involve learning. The quality of the input data determines the quality of the applications. Also, the learning mechanism is important. Therefore, data accuracy is critical. In learning, systems must be able to deal with changing environmental conditions. Data should be organized in databases, not in files.
3. No clear view is available of how insights are generated. AI, IoT, and business analytic systems generate insights, conclusions, and recommendations based on the analysis of the data collected. Given that data are frequently collected by sensors and there are different types of them, we may not have a clear view of the insights that are generated.
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