TrustGraph

Elevator Pitch: TrustGraph helps social media platforms identify trustworthy users and filter out the noise. With our cutting-edge AI that sees through the digital facade, we turn skepticism into certainty, creating a more authentic and reliable social space.

Concept

A SaaS platform providing enhanced user credibility analysis for social networks using advanced One-Class Classification models.

Objective

To deliver a tool that social media platforms can integrate to assess the trustworthiness and credibility of their users by detecting potential untrusted accounts.

Solution

TrustGraph offers a service that uses a Subspace Support Vector Data Description with a novel regularization term, which has been proven to outperform traditional models in user classification on social platforms.

Revenue Model

Subscription-based for social media platforms, with tiered pricing based on the volume of user data and the level of service required.

Target Market

Social media companies, online communities, discussion forums, and e-commerce platforms seeking to maintain high trust levels among users.

Expansion Plan

Start with $\mathbb{X}$ (formerly Twitter) as the pilot platform, then expand to other social media giants and ultimately offer the service for any digital community platform.

Potential Challenges

The major challenge includes gaining access to the required data from social media platforms and ensuring the processing aligns with privacy policies.

Customer Problem

Social media platforms struggle with user trust, where the presence of bots, fake news, and uncredible sources dilutes the quality of content and the user experience.

Regulatory and Ethical Issues

Complying with data privacy regulations such as GDPR, ensuring ethical use of data, and transparency in the credibility assessment process.

Disruptiveness

By providing a more accurate and dynamic way to assess user credibility, TrustGraph can reshape how social media platforms foster trust and manage information integrity.