Are you trying to find a good tool to perform text classification? We have the best recommendation for you!
These days we use text classification to simplify things. the best examples of it are the categorization of books in libraries and the division of news items. By incorporating the newest AI technology, the process simply becomes mechanized and requires less manual labor. This idea of utilizing AI to categorize text has been around for a while (remember Gmail’s Automated filtering and Labels?).
By classifying online dialogues, user reviews, and other web sources, text classification can be valuable in analyzing consumer behavior. To make it easier to search for and navigate through their information, search engines, newspapers, and e-commerce portals categorize it. In the past ten years, there has been an increasing awareness of the automated classification of texts into predetermined categories.
This awareness is attributed to the increased availability of documents in digital form and the consequent need to get them organized. Text classification or Text Categorization is the activity of labeling natural language texts with relevant categories from a predefined set.
You can use text classification today in a variety of applications, including document filtering, automated metadata generation, word sense disambiguation, a large population of hierarchical catalogs of Web resources, and generally any application that calls for document organization or selective and adaptive document send off.
To do all of that we recommend Text Classification IAB Taxonomy.
What’s an API?
API stands for Application Programming Interface. In the context of APIs, the word Application refers to any software with a distinct function. Interface can be thought of as a contract of service between two applications. This contract defines how the two communicate with each other using requests and responses.
A Text Classification API assigns one or more categories to a text to facilitate its management, allowing to filter, sort, or group texts. Search engines, newspapers, or e-commerce portals categorize their content or their products to facilitate the search and navigation.
Why do we recommend Text Classification IAB Taxonomy?
Text Classification IAB Taxonomy is the most accurate IAB Taxonomy content classifier. With the classification, you may quickly receive an answer and begin organizing your data!
The IAB Taxonomy classifier categorizes texts into one of 360 topics. It has two levels of depth, the main category (e.g. sports, business or science) and subcategories (soccer, agriculture or physics). It’s based on the IAB Quality Assurance Guidelines (QAG) Taxonomy.
What this API receives and what your API provides (input/output)?
Just pass the text that you want to categorize and you will be given its IAB taxonomy. Simple as that!
What are the most common uses cases of this API?
This API is intended to help those companies with a large amount of data that needs to be sorted by category. You will be able to gather text by grouping by category.
Ideal for marketing agencies that want to extract data online and want to categorize it as well.
Also, helpful to classify sentences or slogans, you will be given the exact categorization in IAB standards.
Also published on Medium.