MLH-Fellowship / CodeVidLive

Live prediction for Corona Virus
MIT License
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Use Case #1

Open zzj0402 opened 4 years ago

zzj0402 commented 4 years ago

Use Case 1: Predict Ann's chance of Covid 19 exposure

Primary Actor: A cell phone user Ann Scope: Android/Apple cell phone Level: Visualize probability of getting contaminated with the back end model prediction based model prediction.

Main success scenario:

Extensions:

1a. Map view shows test sites 2a. Trace record pulse map 3a. Realtime virus data online prediction

Variations:

  1. Various things are going well for you and your family. Buble view?

Use Case 2: Identify hotspots for National Healthcare Institute

Primary Actor: A government organization "National Healthcare Institute" Scope: Android/Apple cell phone Level: Identify and visualize hotspots of coronavirus with the back end model prediction based model prediction.

Main success scenario:

Extensions:

1a. Notify users if they are hotspots in their proximity.

Use Case 3: Avail the API for Fatimah's new contact tracing application

Primary Actor: A developer Fatimah Scope: API Level: Make the prediction model service available to developers/researchers/organizations using API endpoints.

Main success scenario:

Extensions:

1a. Allow researchers to upload their own data to use with prediction. 2a. Add API keys for better provisioning of server resources.

Diaga commented 4 years ago

Maybe we could have another use case to show hotspots of coronavirus. Just need to set a probability threshold, and overlay that area of map with a red circle. Could be used not only by users but also health care organizations.

Motivation: Users might be able to use this to plan their travel routes better. Health care/Govt orgs can better take action to quarantine.

What do you guys think?

Diaga commented 4 years ago

Yet another use case could be the availability of backend through API that can allow developers or government organizations to integrate the model into their own systems.

I am pretty sure there is a Julia library that can allow us to do this natively instead of using Django/Flask. Cool thing that we can use the same API for our frontend application as well :D.

zzj0402 commented 4 years ago

https://discordapp.com/channels/716052909271285803/716458541837320315/717967288573362247