Journals

  1. Health monitoring on social media over time.
    Sumit Sidana, Sihem Amer-Yahia, Marianne Clausel, Majdeddine Rebai, Son T Mai, Massih-Reza Amini. Data Mining and Knowledge Discovery, Volume 35
    [PDF, Code]
  2. User preference and embedding learning with implicit feedback for recommender systems
    Sumit Sidana, Mikhail Trofimov, Oleh Horodnytskyi, Charlotte Laclau, Yury Maximov, Massih-Reza Amini. IEEE Transactions on Knowledge and Data Engineering, Volume 30
    [PDF, Code]

Conferences

  1. KASANDR: a large-scale dataset with implicit feedback for recommendation
    Sumit Sidana, Charlotte Laclau, Massih R Amini, Gilles Vandelle, André Bois-Crettez. SIGIR 2017
    [PDF, Code]
  2. Learning to recommend diverse items over implicit feedback on PANDOR
    Sumit Sidana, Charlotte Laclau, Massih-Reza Amini. RecSys 2018
    [PDF, Code]
  3. A combination of classification based methods for recommending tweets
    Sumit Sidana. RecSys Challenge 2020
    [PDF, Code , Video ]
  4. Health Monitoring on Social Media over Time
    Sidana Sumit, Shashwat Mishra, Sihem Amer-Yahia, Marianne Clausel, Massih-Reza Amini. SIGIR 2016
    [PDF, Code]
  5. Inverse Propensity Score based offline estimator for deterministic ranking lists using position bias Nick Wood, Sumit Sidana [PDF]

Ph.D. Thesis

  1. Thesis
  2. Presentation