Tag: Ontologies
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Automated Data Wrangling 2
As discussed in the original post, we are trying to answer the question, “can we automate the data wrangling process, and more specifically can data and words be associated dynamically through the use of ontologies?” On the surface, this appears to be an extremely complicated problem, and it is. However, NASA has done the same…
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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…
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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…
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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…