Analyzing the Engagement of Social Relationships during Life Event Shocks in Social Media

Choi, Minje; Jurgens, David

doi:10.1609/icwsm.v17i1.22134

Cited by 4 publications

(3 citation statements)

References 46 publications

(66 reference statements)

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“…1. Taking the form of a graph (Choi, 2020(Choi, , 2023Choi et al, 2023). Thereby, connectivity and patterns between universities can be intuitively understood, making the network structure easy to understand.…”

Section: Theoretical Discussion and Research Problem Settingmentioning

confidence: 99%

An analysis of cooperation networks related to research projects between universities in the Chungcheong region in Korea: Suggestions for strengthening university networks

Choi,

Jang

2023

Iberoamerican Journal of Science Measurement and Communication

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Objective: The aim of this study is to obtain information regarding how 54 universities in the Chungcheong region of Korea are conducting joint research among themselves. More specifically, the study aims to understand the network characteristics and main patterns according to which universities in the Chungcheong region are conducting joint research, and to obtain the information necessary to utilize the network structure between universities as a strategy for future regional development. Design/Meghodology/Appraoch: For this purpose, we investigated the number of joint research projects conducted among these 54 universities in 2022, thereby obtaining the most up-to-date information possible. Network analysis was performed based on the surveyed data. Result/Discussion: The research results show that a total of five clusters exist in the Chungcheong area. The universities that play a central role include KAIST, Chungnam National University, Chungbuk National University, Kongju University and Korea National University of Transportation. Conclusions: Because these universities constitute important bases in the region and have close links with neighbouring universities, they are expected to play an important role in future regional development. Originality/Value: One of the academic implications of this study is that it applied social network analysis methods to research-related partnerships between universities in the Chungcheong region to identify universities that play an important key role.

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Section: Theoretical Discussion and Research Problem Settingmentioning

confidence: 99%

An analysis of cooperation networks related to research projects between universities in the Chungcheong region in Korea: Suggestions for strengthening university networks

Choi,

Jang

2023

Iberoamerican Journal of Science Measurement and Communication

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“…Text mining analysis is a technology that plays an important role in the natural language processing (NLP) process. Natural language processing is a technology for processing and understanding text (Choi et al, 2023a;Kenis andProvan, 2009, Blei et al, 2003). It includes tokenization, morphological analysis, and part-of-speech tagging.…”

Section: Analysis Methods and Proceduresmentioning

confidence: 99%

The nature of Saemaul Undong as a rural development strategy: Topic modelling and text mining analysis

Choi,

Kee

2024

Iberoamerican Journal of Science Measurement and Communication

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Objective. This study aims to identify the core characteristics of Saemaul Undong, which was applied as a strategy for rural development in Korea, to analyse the role of government in the implementation process of this policy, and to put forward some implications for the developing countries to be able to apply its principles and the government’s roles for their own rural development. Design/Methodology/Approach. The methods applied to the analysis are text mining analysis and topic modelling analysis, which are widely used in the field of social sciences nowadays. The data employed in this study are the guidelines regarding implementing the Saemaul Undong policy, which was drawn up by former president Park Chung Hee. Results/Discussion. As a result of the analysis, it may be said that the core characteristics of Saemaul Undong policy include: emphasis on the role of Saemaul Undong leaders, financial support from the Government, cooperation of villagers, support from public officials, a spirit of self-help, and movement to promote rural development. Conclusions. In conclusion, it is expected that the principles and implementation methods of the Saemaul Undong policy implemented in Korea in the 1970s can be applied to developing countries suffering from poverty in the future if they are appropriately modified to suit the conditions of developing countries. Originality. So far, the important principles of Saemaul Undong's policy have not been studied through topic modeling, so fundamental principles have not been derived. This study has great significance because it systematically derived core principles through the topic modeling method.

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“…Topic modelling is a statistical modelling method that discovers hidden topic patterns in large sets of documents (Choi et al,2023). The goal of this method is to automatically identify and classify topics in documents.…”

Section: Topic Modelling Analysismentioning

confidence: 99%

Utilizing Topic Modelling and AHP (Analytical Hierarchy Process) for Setting Policy Priorities to Strengthen Official Development Assistance at Local Government Level

Chool Choi,

Gamin,

Yunseo

et al. 2023

Data and Metadata

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In Korea, aid projects to developing countries at central government level are increasing in number significantly every year, yet at local government level their scale is extremely small. Recognizing this problem, this study aims to set policy priorities to strengthen official development assistance (ODA) at local government level in Korea. Accordingly, we analysed the important issues relating to ODA projects at local government level by performing topic modelling analysis method. On the basis of these analysis results, policy priorities were derived using the AHP method. The analysis suggests that in Korea, in order to revitalize ODA projects at local government level, a dedicated department that can professionally handle these projects must be established within each local authority. Furthermore, it is important to recruit and deploy professional administrators who can utilize these dedicated departments to discover new ODA projects.

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Analyzing the Engagement of Social Relationships during Life Event Shocks in Social Media

Cited by 4 publications

References 46 publications

An analysis of cooperation networks related to research projects between universities in the Chungcheong region in Korea: Suggestions for strengthening university networks

An analysis of cooperation networks related to research projects between universities in the Chungcheong region in Korea: Suggestions for strengthening university networks

The nature of Saemaul Undong as a rural development strategy: Topic modelling and text mining analysis

Utilizing Topic Modelling and AHP (Analytical Hierarchy Process) for Setting Policy Priorities to Strengthen Official Development Assistance at Local Government Level

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