@article{ART002385424},
author={Cho Sung-Bae and Shin Shin-Ae and Kang Dong-Seok},
title={A Study on the Research Trends on Open Innovation using Topic Modeling},
journal={Informatization Policy},
issn={1598-3498},
year={2018},
volume={25},
number={3},
pages={52-74},
doi={10.22693/NIAIP.2018.25.3.052}
TY - JOUR
AU - Cho Sung-Bae
AU - Shin Shin-Ae
AU - Kang Dong-Seok
TI - A Study on the Research Trends on Open Innovation using Topic Modeling
JO - Informatization Policy
PY - 2018
VL - 25
IS - 3
PB - NIA
SP - 52
EP - 74
SN - 1598-3498
AB - In February 2018, the Korean government established the “Comprehensive Plans for Government Innovation” in order to realize ‘the people-centered government’. The core of the comprehensive plans is participation of the people, which is very similar to open innovation where social issues are solved by ideas and capabilities of the private sector rather than those of the government. Therefore, this study was conducted by extracting open innovation topics through topic modeling based on LDA(Latent Dirichlet Allocation) as English abstract-data from 2003, when the plans for open innovation was first announced, to April 2018. Based on the extracted results, it also conducted a comparative analysis with “Comprehensive Plans for Government Innovation.” The study has significant implications in that it derives the relationship between the subjects, analyzes the present policies of Korea on open innovation and suggests directions for development.
KW - open innovation;government innovation;topic modeling;text mining;bigdata analysis
DO - 10.22693/NIAIP.2018.25.3.052
ER -
Cho Sung-Bae, Shin Shin-Ae and Kang Dong-Seok. (2018). A Study on the Research Trends on Open Innovation using Topic Modeling. Informatization Policy, 25(3), 52-74.
Cho Sung-Bae, Shin Shin-Ae and Kang Dong-Seok. 2018, "A Study on the Research Trends on Open Innovation using Topic Modeling", Informatization Policy, vol.25, no.3 pp.52-74. Available from: doi:10.22693/NIAIP.2018.25.3.052
Cho Sung-Bae, Shin Shin-Ae, Kang Dong-Seok "A Study on the Research Trends on Open Innovation using Topic Modeling" Informatization Policy 25.3 pp.52-74 (2018) : 52.
Cho Sung-Bae, Shin Shin-Ae, Kang Dong-Seok. A Study on the Research Trends on Open Innovation using Topic Modeling. 2018; 25(3), 52-74. Available from: doi:10.22693/NIAIP.2018.25.3.052
Cho Sung-Bae, Shin Shin-Ae and Kang Dong-Seok. "A Study on the Research Trends on Open Innovation using Topic Modeling" Informatization Policy 25, no.3 (2018) : 52-74.doi: 10.22693/NIAIP.2018.25.3.052
Cho Sung-Bae; Shin Shin-Ae; Kang Dong-Seok. A Study on the Research Trends on Open Innovation using Topic Modeling. Informatization Policy, 25(3), 52-74. doi: 10.22693/NIAIP.2018.25.3.052
Cho Sung-Bae; Shin Shin-Ae; Kang Dong-Seok. A Study on the Research Trends on Open Innovation using Topic Modeling. Informatization Policy. 2018; 25(3) 52-74. doi: 10.22693/NIAIP.2018.25.3.052
Cho Sung-Bae, Shin Shin-Ae, Kang Dong-Seok. A Study on the Research Trends on Open Innovation using Topic Modeling. 2018; 25(3), 52-74. Available from: doi:10.22693/NIAIP.2018.25.3.052
Cho Sung-Bae, Shin Shin-Ae and Kang Dong-Seok. "A Study on the Research Trends on Open Innovation using Topic Modeling" Informatization Policy 25, no.3 (2018) : 52-74.doi: 10.22693/NIAIP.2018.25.3.052