Project Details

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Exploring Synthetic Data for Service System Innovation

Company: International Society of Service Innovation Professionals

Major(s):
Primary: IE
Secondary: CMPSC

Non-Disclosure Agreement: NO

Intellectual Property: NO

The goal of the project is to help ISSIP leadership explore the benefits and challenges of synthetic data for service systems innovations using multiple modern AI tools at each step. For example, a major challenge in academic-industry collaborations is the need to exchange confidential or proprietary real-world data sets. How might synthetic data be used instead? The deliverables will include: (1) start plan, (2) multiple (at least 3) case studies of service system innovations with an associated synthetic data set produced by a system-process-model to be uploaded to GitHub, (3) final whitepaper (title page, abstract, introduction (problem & importance), approach, progress, concluding remarks & future directions, acknowledgements, references), (4) final presentation with team picture, (5) project poster, and (6) recording of team delivering the final presentation.