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

Smart overview of the Invention

Methods and systems have been developed to create an intelligent semantic web infrastructure, transforming decentralized data networks like the Internet into controllable and adaptable information spaces. This infrastructure allows real-time processing of data without relying on API support, ensuring that all information can be dynamically processed in a stable and sustainable manner. By being object-aware, the system establishes stable associations with web objects and adapts to changes in context and structure.

Enhancing Interaction Capabilities

The proposed system empowers both human and machine users to design modular dynamic subsystems capable of engaging in various digital interactions. Users can dynamically link and manipulate clusters of complex web objects to perform intricate tasks within dynamic web environments. This capability emphasizes stability and sustainability in interactions, addressing the limitations of current web interaction methods that often rely heavily on static features provided by websites.

Addressing Current Limitations

Existing web interaction capabilities are often constrained by the features provided by websites, such as GUIs or APIs, which can limit user engagement. Many web resources do not provide adequate APIs, leading to issues with maintaining associations and executing tasks effectively. The proposed methods aim to enhance interactivity on decentralized networks by ensuring that interactions remain stable and sustainable, even in dynamic environments where traditional solutions fall short.

Superimposed Communication Framework

The Superimposed Communication Framework (SCF) is a key component of this system, designed to enable users to develop adaptive software applications called super-objects. These applications can interact with complex web objects in real-time, allowing for an infinite array of operations and associations. Users can deploy higher-order super-objects that interact through messaging interfaces, creating a network of interconnected applications that enhance the overall functionality of web interactions.

Next Generation Semantic Web Infrastructure

The envisioned semantic web infrastructure for Superimposed Communication (SWISC) operates autonomously between nodes in decentralized networks. It facilitates real-time interaction between client nodes without needing server-side integration APIs. SWISC acts as a dynamic integration layer that enhances collaboration among nodes, enabling seamless access to data and information across the network while maintaining stability and adaptability in interactions.