A Situation-Aware Proactive Recommender System. - Punam Bedi; Sumit Kumar Agarwal (HIS, 2012)

MARST: Multi-Agent Recommender System for e-Tourism Using Reputation Based Collaborative Filtering. - Punam Bedi; Sumit Kumar Agarwal; Vinita Jindal; Richa (DNIS, 2014)

SAPRS: Situation-Aware Proactive Recommender system with explanations. - Punam Bedi; Sumit Kumar Agarwal; Samarth Sharma; Harshita Joshi (ICACCI, 2014)

ELM based imputation-boosted proactive recommender systems. - Punam Bedi; Richa; Sumit Kumar Agarwal; Veenu Bhasin (ICACCI, 2016)

Trust and reputation-based multi-agent recommender system. - Punam Bedi; Sumit Kumar Agarwal; Richa (Int. J. Comput. Sci. Eng., 2018)