• Sorted by Date • Classified by Publication Type • Classified by Topic • Grouped by Student (current) • Grouped by Former Students •
Natalie Fridman and Gal A. Kaminka.
Towards a Cognitive Model of Crowd Behavior Based on Social Comparison Theory. In Proceedings of the Twenty-Second
National Conference on Artificial Intelligence (AAAI-07) , 2007.
Models of crowd behavior facilitate analysis and prediction of human group behavior, where people are affected by each other's presence. Unfortunately, existing models leave many open challenges. In particular, psychology models often offer only qualitative description, while computer science models are often simplistic, and are not reusable from one simulated phenomenon to the next. We propose a novel model of crowd behavior, based on Festinger's Social Comparison Theory (SCT). We propose a concrete algorithmicframework for SCT, and evaluate its implementation in several crowd behavior scenarios. Resultsfrom task measures and human judges evaluation showsthat the SCT model produces improved results compared to base models from the literature.
@InProceedings{aaai07sct,
author = {Natalie Fridman and Gal A. Kaminka},
title = {Towards a Cognitive Model of Crowd Behavior Based on Social Comparison Theory},
booktitle = AAAI-07,
OPTcrossref = {},
OPTkey = {},
OPTpages = {In press},
year = {2007},
abstract = { Models of crowd behavior facilitate analysis and prediction of human group
behavior, where people are affected by each other's presence. Unfortunately, existing models
leave many open challenges. In particular, psychology models often offer only qualitative
description, while computer science models are often simplistic, and are not reusable from one
simulated phenomenon to the next. We propose a novel model of crowd behavior, based on
Festinger's Social Comparison Theory (SCT). We propose a concrete algorithmic
framework for SCT, and evaluate its implementation in several crowd behavior scenarios. Results
from task measures and human judges evaluation shows
that the SCT model produces improved results compared to base models from the literature.},
wwwnote = {},
OPTeditor = {},
OPTvolume = {},
OPTnumber = {},
OPTseries = {},
OPTaddress = {},
OPTmonth = {},
OPTorganization = {},
OPTpublisher = {},
OPTannote = {}
}
Generated by bib2html.pl (written by Patrick Riley ) on Fri Aug 30, 2024 17:29:51