NEST: Simulating Pandemic-like Events for Collaborative Filtering by Modeling User Needs Evolution

Name: NEST: Simulating Pandemic-like Events for Collaborative Filtering by Modeling User Needs Evolution
Start: 2022-10-17T13:00:00Z
End: 2022-10-21T15:00:00Z
Location: The Westin Peachtree Plaza hotel

Chenglong Ma

Image credit: CIKM Conf

Abstract

The COVID-19 pandemic has profoundly impacted people’s life and behavior. How do recommender systems behave given these changes in user behavior and preferences? We propose a Need Evolution Simulator to study this. This video briefly shows our motivation, research questions, methodology and experiment results.

Date

2022 Oct 17 1:00 PM — 2022 Oct 21 3:00 PM

Event

CIKM'22 Conference

Location

The Westin Peachtree Plaza hotel

210 Peachtree St NW, Atlanta, GA 30303

CIKM 2022 Conference

NEST: Simulating Pandemic-like Events for Collaborative Filtering by Modeling User Needs Evolution

Abstract

Chenglong Ma

Ph.D. Student in Computer Science