Predicting product development directions for new product planning using patent classification-based link prediction.
Seunghyun OhJaewoong ChoiNamuk KoJanghyeok YoonPublished in: Scientometrics (2020)
Keyphrases
- link prediction
- product development
- class discrimination
- social networks
- random walk
- network analysis
- bipartite graph
- social network analysis
- decision trees
- collective classification
- supervised learning
- data sets
- complex networks
- early phase
- multi relational
- machine learning
- active learning
- location prediction
- link formation
- entity resolution
- network structure
- software development
- recommender systems
- relational databases
- training set
- knowledge base