Cognitive Ledger Project: Towards Building Personal Digital Twins Through Cognitive Blockchain

TL;DR

The paper proposes a modular cognitive architecture utilizing blockchain technology to create digital twins by transforming personal data into structured knowledge and AI models.

Contribution

It introduces a novel cognitive blockchain framework for developing personal digital twins through structured data and machine learning modules.

Findings

Design of a cognitive blockchain architecture

Conceptual framework for digital twins

Integration of knowledge objects and AI modules

Abstract

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.