Search Results for author: Prerna Agarwal

Found 3 papers, 1 papers with code

Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning

no code implementations6 May 2022 Prerna Agarwal, Avani Gupta, Renuka Sindhgatta, Sampath Dechu

The results show that the recommendations from our proposed approach outperform in goal satisfaction and conformance compared to the existing state-of-the-art next best activity recommendation techniques.

Activity Prediction reinforcement-learning +1

DyPerm: Maximizing Permanence for Dynamic Community Detection

no code implementations13 Feb 2018 Prerna Agarwal, Richa Verma, Ayush Agarwal, Tanmoy Chakraborty

In this paper, we propose DyPerm, the first dynamic community detection method which optimizes a novel community scoring metric, called permanence.

Social and Information Networks Physics and Society

Indian Regional Movie Dataset for Recommender Systems

2 code implementations7 Jan 2018 Prerna Agarwal, Richa Verma, Angshul Majumdar

It consists of movies belonging to 18 different Indian regional languages and metadata of users with varying demographics.

Collaborative Filtering Matrix Completion +1

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