Cognitive Ledger Project: Towards Building Personal Digital Twins Through Cognitive Blockchain
This work-in-progress paper addresses the challenge of building personal digital twins for users by integrating cognitive blockchain, but it is incremental as it presents a conceptual design without implementation or validation.
The Cognitive Ledger Project tackles the problem of creating personal digital twins by proposing a modular system that transforms user data into structured information and machine learning models using a blockchain-based infrastructure, with the result being a cognitive architecture designed to enable reusable knowledge objects and AI collaboration.
The Cognitive Ledger Project is an effort to develop a modular system for turning users' personal data into structured information and machine learning models based on a blockchain-based infrastructure. In this work-in-progress paper, we propose a cognitive architecture for cognitive digital twins. The suggested design embraces a cognitive blockchain (Cognitive ledger) at its core. The architecture includes several modules that turn users' activities in the digital environment into reusable knowledge objects and artificial intelligence that one day can work together to form the cognitive digital twin of users.