IBM Watson™ Ideas

Welcome to the IBM Watson™ Ideas Portal

We welcome and appreciate your feedback on IBM Watson™ Products to help make them even better than they are today!

If you are looking for troubleshooting help or wondering how to use our products and services, please check the IBM Watson™ documentation. Please do not use the Ideas Portal for reporting bugs - we ask that you report bugs or issues with the product by contacting IBM support.

Before you submit an idea, please perform a search first as a similar idea may have already been reported in the portal.

If a related idea is not yet listed, please create a new idea and include with it a description which includes expected behavior as well as why having this feature would improve the service and how it would address your use case.

Develop the explainability in Independent Variables for Time-series data

At Cisco, GBS and SW group we are doing a PoC with Watson Open Scale on ICPD on IBM Cloud. Business Idea behind this is, this system can capture the Sudden Sales Spike, and once we catch it, we can prepare it and forecast. LTSM model should be able to forecast in advance for future possible Sudden Spikes when it will happen. This solution will create explanations for Cisco 70k SKUs. Which is a big revenue stream for IBM.

  • Guest
  • May 9 2019
Why is it useful?
Who would benefit from this IDEA? The customer will get the explainability of, and it's impact in time-series.
How should it work?

1- Insight of independent variable impacting (in the hierarchy) the forecast of model or prediction ]. These variables have different times in time-series.

2- Deeper insight into independent variables behaving, explainability.

Idea Priority Urgent
Priority Justification This feature is critical for the Cisco PoC success. Without this feature, we won't have the solution Cisco has asked us to PoC. There are two internal Cisco and two other vendors in the competition developing this solution.
Customer Name Cisco Systems
Submitting Organization
Submitter Tags
  • Attach files