So, the IAB taxonomy is a hierarchical classification system for digital advertising. The IAB taxonomy API is used to classify text. This API is an open-source library that can be useful to classify text in a number of ways, including the ability to do IAB classification. The IAB taxonomy API is beneficial because it can be used for different purposes and has many features. Continue reading How To Classify Text Content With An API?, we will tell you a bit more about taxonomy and about Text Classification IAB Taxonomy,
What is data classification?
Data classification is a specialized term used in the fields of cybersecurity and information governance to describe the process of identifying, categorizing, and protecting content based on its level of sensitivity or impact. Besides, in its most basic form, data classification is a means of protecting data from unauthorized disclosure, alteration, or destruction based on its sensitivity or impact.
What is a data classification framework?
Often codified into a formal company-wide policy, a data classification framework;(sometimes called a “data classification policy”) is typically made up of 3-5 classification levels. They typically include three elements: a name, a description, and actual examples. Microsoft recommends no more than five top-level parent tags; each with five subtags (25 total) to keep the user interface (UI) manageable.
Typically, the levels are organized from least to most sensitive, such as Public, Internal, Confidential, and Highly Confidential. Other tier name variations you may encounter include Restricted, Unrestricted, and Consumer Protected. Microsoft recommends label names that are self-descriptive and that clearly highlight their relative sensitivity. For example, Confidential and Restricted can leave users guessing which label is appropriate, while Confidential and Extremely Confidential are clearer on which is more sensitive.
Another important component of a data classification framework is the controls associated with each level. Then, data classification levels alone are simply labels (or labels) that indicate the value or sensitivity of the content. So, to protect that content, data classification frameworks define the controls that must be in place for each of the data classification levels. These controls may include requirements related to:
- Storage and location
- Encryption
- Access control
- Data Destruction
- Data Loss Prevention
- Public disclosure
- Logging and monitoring of access
- Other control objectives, as necessary
The security controls will vary according to the level of data classification so that the protection measures defined in the framework increase depending on the sensitivity of the content. For example, data storage control requirements will vary depending on the media being used, as well as the level of classification applied to a given content item.
Check Text Classification IAB Taxonomy To Classify Text Content With An API
So, the Content Taxonomy has evolved over time to provide publishers with a consistent and easy way to organize their website content. For example, to differentiate “sports” vs. “news” vs. “wellness” material. Text Classification IAB Taxonomy, specification provides additional utility for minimizing the risk that content categorization signals could generate sensitive data points about some things. Some examples are race, politics, religion, or other personal characteristics that could result in discrimination.
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