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Stationary Algorithmic Balancing For Dynamic Email Re-Ranking Problem

Email platforms need to generate personalized rankings of emails that satisfy user preferences, which may vary over time.

Website
github.com
Pricing model
Free
Price start
Free

GitHub Link

The GitHub link is https://github.com/jylevangeline/mosr

Introduce

The GitHub repository "JYLEvangeline/MOSR" presents an algorithmic solution, MOSR, for the dynamic email re-ranking problem, as accepted by KDD '23. The paper's link and dataset download address are provided. The code for the solution involves generating a .json file through "check_data_distance_2.py" and running "model_new.py" with specific parameters for EnronA and EnronB datasets. The necessary dataset files are included in the repository. Email platforms need to generate personalized rankings of emails that satisfy user preferences, which may vary over time.

Content

Our paper could be viewd at (https://dl.acm.org/doi/pdf/10.1145/3580305.3599909) The dataset could be download in https://www.cs.cmu.edu/~enron/. Please put it in data/ data/organization2.csv is crawled by us. And it is already in data/ folder. python model_new.py --md 10 -v 0 -lr 0.99 python model_new.py --md 10 -v 1 -lr 0.99

Key facts

Pricing model Free
Free tier Not verified
Starting price Not verified
Data residency Not verified
Compliance (as stated by vendor) Not verified
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Self-hostable Not verified
Official site Online (auto-checked 2026-09-24)
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Update history

  1. 2026-09-24 · site status updated (auto-check)

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