Jupiter Product Popularity Model Ideation Challenge

IdeationCalculationsMachine LearningTest DataIdeation

Key Information

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Challenge Summary

Objective

To generate Ideas and discover data sources or websites to predict the popularity (“hotness”) and sentiment trends of products on the web. The inputs will be product names along with their categories and tags. The output of the ideation includes technical details on a machine learning based general web popularity model with a popularity score and a sentiment score for each product within a given timeframe in the future (eg: x months,years from now).

Prize Update + Bonus

We are thrilled to announce that prizes went up for this contest! Also, we would pay you a bonus of 200 USD on top of the placement prize if you make your final submission by 6/4  09:39 AM EDT and you end up winning a placement prize too. Client also reserves the right to purchase additional submissions outside of TOP 5 for 200 USD each.

Submission Deliverables

1-2 pages Ideation Technical Solution Write Up that includes:
  • Detailed description of the approach, and on training models in particular, where relevant
Proposed solution needs to be generalized so that popularity scores for any new products can be calculated with similar accuracy. Especially, the solution should NOT depend on any possible pattern that may exist in the product list to be provided as test data for the PoC.

You can submit at most TWO solutions but we encourage you to include your great solution and details as much as possible in a single submission.

Example Inputs

Category            Tags                    Name
Beer                    Singles                Steel Reserve 211 High Gravity 24oz Can
Beer                    Singles                Mike's Harder Lemonade 16oz Can
Beer                    Malt                    Mike's Harder Strawberry Lemonade 16oz Can
Candy                 Chocolate           Pokemon Candy Bar
Candy                 Chocolate           Reese's PB King Size 2.8oz
Candy                 Chocolate           Kit Kat King Size 3oz
 
More inputs are attached to the contest specs for downloading.

Success Criteria

The following success criteria have been specified:
  • Technical details of machine learning based general web popularity model with a popularity score and Sentiment Score (normalized between 0-1) for each product within a given future timeframe.
  • Sentiment needs to be a factor of the popularity score calculation. For convenience and future utilization, a sentiment score per product should be outputted separately.

Follow Up Contests

There will be follow up contests to make a PoC for the selected approaches.
 

Please read the challenge specification carefully and watch the forums for any questions or feedback concerning this challenge. It is important that you monitor any updates provided by the client or Studio Admins in the forums. Please post any questions you might have for the client in the forums.

Stock Photography

Stock photography is not allowed in this challenge. All submitted elements must be designed solely by you. See this page for more details.

How To Submit

  • New to Studio? ‌Learn how to compete here
  • Upload your submission in three parts (Learn more here). Your design should be finalized and should contain only a single design concept (do not include multiple designs in a single submission).
  • If your submission wins, your source files must be correct and “Final Fixes” (if applicable) must be completed before payment can be released.
  • You may submit as many times as you'd like during the submission phase, but only the number of files listed above in the Submission Limit that you rank the highest will be considered. You can change the order of your submissions at any time during the submission phase. If you make revisions to your design, please delete submissions you are replacing.

Winner Selection

Submissions are viewable to the client as they are entered into the challenge. Winners are selected by the client and are chosen solely at the client's discretion.

CHALLENGE LINKS:

Screening Scorecard

SUBMISSION FORMAT:

Your Design Files:

  1. Look for instructions in this challenge regarding what files to provide.
  2. Place your submission files into a "Submission.zip" file.
  3. Place all of your source files into a "Source.zip" file.
  4. Declare your fonts, stock photos, and icons in a "Declaration.txt" file.
  5. Create a JPG preview file.
  6. Place the 4 files you just created into a single zip file. This will be what you upload.

Trouble formatting your submission or want to learn more? ‌Read the FAQ.

Fonts, Stock Photos, and Icons:

All fonts, stock photos, and icons within your design must be declared when you submit. DO NOT include any 3rd party files in your submission or source files. Read about the policy.

Screening:

All submissions are screened for eligibility before the challenge holder picks winners. Don't let your hard work go to waste. Learn more about how to  pass screening.

CHALLENGE LINKS:

Questions? ‌Ask in the Challenge Discussion Forums.

SOURCE FILES:

  • PDF file
  • PPT (for presentations) created with PowerPoint or similar
  • TXT file

You must include all source files with your submission.

SUBMISSION LIMIT:

2 submissions

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ID: 30091598