KJCKorea
Journal Central

@article{ART002539508},
author={Hayeong Jeong},
title={An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City},
journal={Informatization Policy},
issn={1598-3498},
year={2019},
volume={26},
number={4},
pages={85-106},
doi={10.22693/NIAIP.2019.26.4.085}

TY - JOUR
AU - Hayeong Jeong
TI - An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City
JO - Informatization Policy
PY - 2019
VL - 26
IS - 4
PB - NIA
SP - 85
EP - 106
SN - 1598-3498
AB - Recently, there have been increasing cases of collective petitions filed in the electronic petitions system. However, there is no efficient management system, raising concerns on side effects such as increased administrative workload and mass production of social conflicts. Aimed at suggesting a methodology for estimating electronic collective petitions using anomaly detection and corpus linguistics-based content analysis, this study conducted the followings: i) a theoretical review of the concept of collective petitions, ii) estimation of electronic collective petitions using anomaly detection based on nonparametric unsupervised learning, iii) a content similarity analysis on petitions using n-gram cosine angle distance, and iv) a case study on the Voice of Citizens of Changwon City, through which the utility of the proposed methodology, policy implications and future tasks were reviewed.
KW - participatory democracy;collective e-petitions;anomaly detection;n-gram similarity;corpus analysis
DO - 10.22693/NIAIP.2019.26.4.085
ER -

Hayeong Jeong. (2019). An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City. Informatization Policy, 26(4), 85-106.

Hayeong Jeong. 2019, "An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City", Informatization Policy, vol.26, no.4 pp.85-106. Available from: doi:10.22693/NIAIP.2019.26.4.085

Hayeong Jeong "An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City" Informatization Policy 26.4 pp.85-106 (2019) : 85.

Hayeong Jeong. An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City. 2019; 26(4), 85-106. Available from: doi:10.22693/NIAIP.2019.26.4.085

Hayeong Jeong. "An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City" Informatization Policy 26, no.4 (2019) : 85-106.doi: 10.22693/NIAIP.2019.26.4.085

Hayeong Jeong. An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City. Informatization Policy, 26(4), 85-106. doi: 10.22693/NIAIP.2019.26.4.085

Hayeong Jeong. An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City. Informatization Policy. 2019; 26(4) 85-106. doi: 10.22693/NIAIP.2019.26.4.085

Hayeong Jeong. An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City. 2019; 26(4), 85-106. Available from: doi:10.22693/NIAIP.2019.26.4.085

Hayeong Jeong. "An Exploratory Study of Collective E-Petitions Estimation Methodology Using Anomaly Detection: Focusing on the Voice of Citizens of Changwon City" Informatization Policy 26, no.4 (2019) : 85-106.doi: 10.22693/NIAIP.2019.26.4.085