Читать книгу Cognitive Engineering for Next Generation Computing - Группа авторов - Страница 21

Data is the most important point where cognitive computing revolves around, so the data collection, accession, and maintaining it must have a very important role. A lot of essential services are required for adding the data and also using it. To ingest the data utmost care should be taken to check the source from which the data is originated. As a result, there is a requirement that data should be classified based on the origin of data, as it is required to check the data source was trusted or not. The most important thing to learn here is that the data is not static as it is required to update the data from the sources and upload it into the systems. The corpus is the one that holds the data and it relies on various internal and external sources. As a large data is available, a check should be done on data sources, data should be verified, cleaned, and check for accuracy so that it can be added into the corpus. This is a mammoth task as it requires a lot of management services to prepare the data.