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Insight Analyze: Identifying Misleading News Headlines
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The challenge of distinguishing real news from misleading ones, especially in their headlines, has become greater than ever. To address this issue, HibridLAB has launched the new platform Insight Analyze – (CheckClickbait.info), aimed at helping users identify and avoid news with attention-grabbing but false headlines.

Insight Analyze is an AI-powered application designed to analyze and evaluate articles, identifying whether they use “clickbait” – headlines crafted to attract clicks through exaggerated or misleading information. Users can input any news link into the platform and receive a quick, detailed analysis of the credibility of the information they are reading.

This app uses advanced natural language processing algorithms to analyze the structure and content of the headline compared to the article’s content, as well as factors like geolocation and publication time. By comparing this data with known clickbait patterns, it provides a probability score indicating whether the headline is deceptive. This empowers users to be more cautious about content that may be unfounded or exaggerated.

In Hibrid.info’s latest annual report, Behind the Screens, clickbait was identified as the most widespread form of misinformation in Kosovo’s digital infosphere, based on assessment methodology and gathered statistics. This highlights the urgent need for intervention to protect audiences from falling victim to this type of misinformation. As part of HibridLAB’s mission and workflow, the creation of this AI-based application was deemed essential. It is built on a database developed over years by Hibrid.info and applies the strict evaluation methodology certified by international fact-checking networks.

The Insight Analyze platform aims to be a valuable tool in combating informational disorder by empowering citizens to verify the news they consume.

Using the platform is simple. Visit the official Insight Analyze website and input the headline of the news article you wish to analyze. Within seconds, you’ll receive a detailed report on the article’s credibility, helping you make more informed decisions about the content you read and share.

For a more detailed guide on how to use this application, refer to the User Manual.

This is a demo version, and we highly value your feedback and engagement. If you come across any issues, please let us know to help us enhance your experience.

Developers of this application for HibridLAB: Albin Hashani and Anisa Morina.

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