Data science with Vadalog: Knowledge Graphs with machine learning and reasoning in practice.
Luigi BellomariniRuslan R. FayzrakhmanovGeorg GottlobAndrey KravchenkoEleonora LaurenzaYavor NenovStéphane ReissfelderEmanuel SallingerEvgeny SherkhonovSahar VahdatiLianlong WuPublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- machine learning
- data science
- knowledge representation
- knowledge base
- knowledge acquisition
- domain knowledge
- reasoning process
- statistical learning
- learning systems
- knowledge engineering
- knowledge discovery
- supervised learning
- reasoning mechanisms
- past experience
- expert systems
- deductive reasoning
- big data
- model selection
- real world
- text classification
- prior knowledge
- decision trees
- learning algorithm
- database
- mutual information
- knowledge management
- machine learning methods
- natural language processing
- active learning
- information technology
- case study
- declarative knowledge
- reasoning processes