Case study

An automatic inappropriate content classification system

Challenge

Ensuring effective protection of children on the internet.

Organisation profile

SMART KID SA is a company that introduced a device called Smart Kid Belt (SKB) – a belt that protects children while driving. 

We are working together to develop other products that would protect children.

Solution

Establishing an automatic system for detecting inappropriate websites 

The project aims to build a tool that will filter content inappropriate for minors on the internet in Poland. The solution will be based on an ML system that, based on labelled training data (such as page URLs, titles, tags and content), will ‘learn’ to recognise incorrect pages.

By ‘inappropriate sites’, we mean webpages that are unwanted or dangerous for the user and content including pornography, violence, gambling, drugs/legal highs. The system will be provided in the form of a service API that will be available for different clients, e.g. Android apps.

Results:

The project hasn’t been commercialised yet. The system correctly categorises more than 98 percent of websites.

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