Network Analysis-Based ICT Policy Trend Research (2018)
[Customer]
- Public Institutions in the ICT R&D Sector
[Key Objectives]
- Analyze national Information and Communication Technology (ICT) research and development (R&D) strategic reports to identify changes and differences in the direction and strategies of ICT R&D policies between two different periods (2013 and 2018).
[Key Activities]
Data) ICT R&D strategic reports from the years 2013 and 2018.
Data Progressing)
- Exclude irrelevant data, handle synonyms/keywords, and perform morphological analysis.
Data Analysis)
- Word Network Creation: Measure the co-occurrence frequency between words
- Network Feature Analysis: Identify the differences between the two periods.
- Network Map (Visualization)
- Keyword Analysis:
• Apply degree centrality and betweenness centrality.
- Topic Modeling: Identify topics within the documents.
* Data Preprocessing and Data Analysis: Use of NetMiner
[Utilization of Results]
- Compare the ICT R&D direction and detailed implementation plans between the two reports from different periods.
ð Identify trends and trend changes between the two periods.
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