Text complexity & Age restrictions

Text complexity & Age restrictions

Building a content recommendation system like the one inside a digital education platform or an electronic library. It is designed to find the content (tasks, books) that's suitable for different user categories in terms of interests and reading levels. It is also capable of categorizing content by age restrictions. We’ve made several prediction units that infer relative complexity (based on the number of words, vocabulary, etc.) and age restrictions (based on the text language and expressions used).

Features

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Checks content subject and vocabulary for age

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Trained on 10,000,000+ dialogues from nearly 200,000 movies and shows

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The coefficients of the general word usage are calculated on the basis of 57,000 books

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Alternative to proprietary Amazon Lexile Measure

Application Examples

Book recommendation system

Smart filtering of the inappropriate or adult content

Nicola app

Recommend books or education tasks based on user age and reading skill