Abstract
In the traditional scientific research and production activities, due to the lack of sufficient communication and communication between researchers, the phenomenon of waste of scientific research resources occurs from time to time, which hinders the efficiency of scientific research output. Based on the design principle of the semantic knowledge framework, this paper puts forward the definition of ontology and semantic relationship of the collaborative system of scientific researchers. In this paper, a framework of collaborative semantic knowledge among researchers is established through decentralized semantic information exchange architecture. In this article, the simulation is verified by experiments and compared with other exchange architectures. The results of the experiment confirmed the semantic information exchange architecture based on semantic knowledge proposed in this paper is 10.39% faster than the traditional centralized method in terms of data volume; the construction speed under the data node perspective is 12.84% higher than that of the traditional centralized construction method; the subject query speed is 36.84% higher than that of the traditional centralization method; the predicate query speed is 31.58% higher than that of the traditional centralization method. The experimental results confirm that the semantic information exchange architecture based on the semantic knowledge framework is feasible, and it has excellent performance in terms of construction speed and query speed. Under the background that researchers rely more and more on collaborative technology to interact with other members, this paper has a certain reference value and exploration value and proposes a new idea of group collaboration system under the framework of semantic knowledge.
Highlights
With the advent of the information age, especially the development of web technology and computer-supported collaborative technology, the academic environment of modern science and technology has changed. e interdisciplinary and interpenetration between disciplines is a remarkable feature of modern science and the main direction of scientific research
Due to the complexity and specialization of scientific research tasks, it is more difficult for researchers to complete scientific research tasks relying on personal knowledge reserves [1]. e tasks in the field of scientific research should be based on team cooperation
Allen et al.’s research shows that collaborative research has become the pillar of knowledge production in many scientific fields and has been promoted as a method to improve the quality of scientific research, resource utilization, and influence
Summary
With the advent of the information age, especially the development of web technology and computer-supported collaborative technology, the academic environment of modern science and technology has changed. e interdisciplinary and interpenetration between disciplines is a remarkable feature of modern science and the main direction of scientific research. Allen et al.’s research shows that collaborative research has become the pillar of knowledge production in many scientific fields and has been promoted as a method to improve the quality of scientific research, resource utilization, and influence. He did not do more in-depth research, leading to the conclusion is not comprehensive [3]. Berbegal’s impact on collaborative research and cooperation shows that regional, cultural, economic, and political factors are the main factors affecting collaborative research, while the degree of collaboration decreases with the increase of space and geography among research partners He did not list the detailed data, resulting in his research conclusion is not rigorous [5]. Theoretical Basis of Group Collaboration Architecture, Intelligent Environment Awareness, and Semantic Knowledge Framework
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