Analysis of Business Model Trends in Pharmaceutical Platforms Using Academic Literature (2022)
[Customer]
- Research institutions in the field of health and welfare
[Key Objectives]
- Identify research trends in the pharmaceutical platform field through academic literature analysis
- Analyze the knowledge system of the pharmaceutical platform business
- Analyze trends in pharmaceutical platform business models through topic analysis based on literature information networks and text networks
[Key Activities]
Data Collection) Collect academic papers related to pharmaceutical and health platform businesses
Data Preprocessing: Morphological analysis, pre-application of dictionaries, frequency/TF-IDF measurement, data cleaning
Data Anaylsis)
Text mining / Text network analysis / Topic analysis | Researcher(Institution) network analysis |
Keyword network construction | Co-author network construction |
Keyword importance measurement | Research institution collaboration network construction |
Topic classification and trend analysis | Identification of key researchers/institutions |
* Data Collection: NetMiner Extension Program (Biblio Data Collector)
* Data Analysis: NetMiner
[Utilization of Results]
- Understanding of research topics and the status/trends of key keywords
- Identification of key researchers and institutions
ð Deriving insights