Bøger af Hai Zhuge

Classifying objects into categories at different granularity levels, establishing links between known objects, and discovering clues between known and unknown objects are essential for new-generation semantic data models. This book introduces the Resource Space Model (RSM), which effectively organizes and correctly manages resources by normalizing classification semantics. This volume presents basic models of RSM and the Semantic Link Network (SLN), the relationship between the two, and an approach to integrating the two models and exploring their semantic-rich interconnection. Also detailed is a comprehensive theory of query operations on RSM and extensive coverage of the distributed RSM in parallel with the distributed relational database systems.This text is sure to be considered a substantial contribution to the field of Knowledge Grid by researchers in the areas of web, semantic web, and decentralized data engineering, as well as the emerging semantic and knowledge grid arena.

This book studies the symbiosis between humans, machines and nature, including the rules and emerging patterns of recognition, and the integration and optimization of various flows through cyberspace, physical space and social space. It unveils a reciprocal human-machine-nature symbiotic mechanism together with relevant rules on structuring and evolving the reality, and also proposes a multi-dimensional space for modelling the reality and managing the methodologies for exploring the reality. As such it makes a fundamental contribution to the creation and development of the research area cyber-physical-social intelligence, inspiring researchers and university students to explore the next-generation artificial intelligence and scientific methodology. It is suitable for readers with a basic understanding of computers and the natural sciences.Next-generation artificial intelligence will extend machine and human intelligence to cyber-physical-social intelligence rendered by various interactions in cyberspace, physical space, and social space. With the transformational development of science and society, a multi-dimensional reality is emerging and evolving, leading to the generation and development of various spaces obeying different principles. A fundamental scientific problem is identifying the essential mechanism that structures and develops the reality emerging and evolving along various dimensions. Solving this problem requires the basic relations between humans, machines and reality to be identified and cyber-physical-social principles to be unveiled. 

The author, an internationally cited expert in the knowledge grid field, introduces the Resource Space Model (RSM) to help you effectively organize and manage resources by normalizing classification semantics.