Tag: Ontology
-
Automation of Data Wrangling
Ask any data scientists how they spend most of their time and they will tell you “understanding the data, and then cleaning, and organizing that data into a useable format,” or just plain “data wrangling.” Bottom line is that most of the data wrangling problem is caused by the lack of metadata management, or just…
-
Poor Data Management Practices
Most people from large organizations can relate to the picture of grain silos representing isolated data stores, and my guess is that even small to medium sized company owners and employees can see their companies evolving to have these silos of data. When you see this, hopefully, it makes you ask yourself, “are we  being…
-
Machine Readable Ontologies
Ontologies have been the topic of several posts recently, and reading through them again, I realize that someone unfamiliar with ontologies will most likely still find the subject somewhat elusive, and, for them, having a high level understanding of ontologies is enough. For those people, hopefully, it is interesting how the ontology was used to…
-
Ontologies: Practical Applications
In the previous post, “Why Ontologies“, we explored concepts at a very high level about what an ontology is, and how they can be used in AI, NLP, data integration, and knowledge management applications. So what does the picture of satellites orbiting the earth have to do with ontologies? In the previously mentioned post, we discussed how…