Development of a Genetic Algorithm for Estimation for a DeGroot Opinion Diffusion Model

被引：0

作者：

Johnson, Kara Layne ^{[1
]}

机构：

[1] Montana State Univ, Bozeman, MT 59717 USA

来源：

2021 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS AND OTHER AFFILIATED EVENTS (PERCOM WORKSHOPS) | 2021年

关键词：

Opinion Diffusion; Social Network; DeGroot Model; Genetic Algorithm; Parameter Estimation;

D O I：

10.1109/PERCOMWORKSHOPS51409.2021.9430976

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We present an overview of the development of a genetic algorithm for estimating the parameters of a DeGroot opinion diffusion model over social networks, expanding the use of these models to applications with small data sets.

引用

页码：432 / 433

页数：2

共 7 条

[1] Julia: A Fresh Approach to Numerical Computing [J].

Bezanson, Jeff ;

Edelman, Alan ;

Karpinski, Stefan ;

Shah, Viral B. .

SIAM REVIEW, 2017, 59 (01) :65-98

[2] Influence Estimation and Opinion-Tracking Over Online Social Networks [J].

Castro, Luis E. ;

Shaikh, Nazrul, I .

INTERNATIONAL JOURNAL OF BUSINESS ANALYTICS, 2018, 5 (04) :24-42

[3] A particled-learning-based approach to estimate the influence matrix of online social networks [J].

Castro, Luis E. ;

Shaikh, Nazrul I. .

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 126 :1-18

[4] REACHING A CONSENSUS [J].

DEGROOT, MH .

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1974, 69 (345) :118-121

[5]

Johnson Kimber.ly, Bridging Time: Copper Creek Viaduct

[6] Social network intervention to increase pre-exposure prophylaxis (PrEP) awareness, interest, and use among African American men who have sex with men [J].

Kelly, Jeffrey A. ;

Amirkhanian, Yuri A. ;

Walsh, Jennifer L. ;

Brown, Kevin D. ;

Quinn, Katherine G. ;

Petroll, Andrew E. ;

Pearson, Broderick M. ;

Rosado, A. Noel ;

Ertl, Thom .

AIDS CARE-PSYCHOLOGICAL AND SOCIO-MEDICAL ASPECTS OF AIDS/HIV, 2020, 32 :S40-S46

[7] Using a Genetic Algorithm to Generate D-optimal Designs for Mixture Experiments [J].

Limmun, Wanida ;

Borkowski, John J. ;

Chomtee, Boonorm .

QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2013, 29 (07) :1055-1068

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