METHODS AND SYSTEMS FOR OBJECT-AWARE FUZZY PROCESSING BASED ON ANALOGIES

Smart overview of the Invention

The disclosed methods and systems aim to transform decentralized data networks, like the Internet, into controllable and evolvable information spaces. This transformation allows real-time processing of information sustainably and stably without relying on API support. Unlike traditional object-based systems, the proposed system is object-aware, establishing stable associations with web objects while dynamically adapting to contextual and structural changes. This capability enables both human and machine users to deploy modular subsystems for complex digital interactions within dynamic web environments.

Technical Field

This disclosure pertains to data processing, focusing on graphical user interfaces and document processing within knowledge-based systems. It intersects with fields such as artificial intelligence—specifically semantic analysis, ontologies, and knowledge representation. The methods also have applications in automation and robotics by generalizing web objects to physical objects, equipped with sensors and actuators.

Background

The Web's interactive features have revolutionized social interaction, but current interaction capabilities remain limited, largely dependent on website-provided interfaces like GUIs or APIs. These limitations are compounded by the dynamic nature of web environments and inadequate API support, leading to unstable interactions. The potential for enhanced interactivity in decentralized networks remains untapped due to these challenges, hindering the development of more interactive web solutions.

Superimposed Communication Framework

The framework aims to create controllable information spaces where data can be processed without API dependencies. Users can develop adaptive software applications or "super-objects" that interact with web objects dynamically. These super-objects can associate with complex web elements to perform intricate tasks sustainably. The framework supports a hierarchical structure of associations between web objects, enabling complex operations similar to modular synthesis in electronic sound generation.

Semantic Web Infrastructure

The proposed infrastructure supports the envisioned interactions by acting as an intelligent intermediary between network nodes. It focuses on decentralized networks without server-node cooperation, facilitating client-side integration through browsers. By controlling real-time interactions between client and server nodes without relying on server-side APIs, this infrastructure functions as a universal dynamic integration API across network nodes.