Automated metadata annotation: What is and is not possible with machine learning.
Mingfang WuHans BrandhorstMaria-Cristina V. MarinescuJoaquim Moré LópezMarjorie M. K. HlavaJoseph A. BuschPublished in: Data Intell. (2023)
Keyphrases
- learning process
- metadata
- machine learning
- active learning
- metadata extraction
- learning systems
- learning objects
- learning algorithm
- digital libraries
- metadata creation
- databases
- content description
- fully automated
- supervised learning
- machine learning methods
- decision trees
- pattern recognition
- digital photos
- metadata standards
- e learning
- inductive learning
- information resources
- learning resources
- explanation based learning
- semi automated
- information extraction
- multimedia
- dublin core
- metadata management
- computer science
- artificial intelligence
- natural language
- multimedia content
- inductive logic programming
- feature selection
- learning tasks
- semantic web technologies
- computer vision
- search tools
- model selection
- knowledge acquisition
- text classification
- text mining
- image retrieval
- knowledge discovery
- knowledge representation