In this paper, based on computer virtual reality technology, a real-time database system of multiple storage media is established. A real-time database in the configuration system is constructed by using DLL technolog...
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This study explores the methods and applications of constructing an intelligent education knowledge graph based on multi-modal learning materials (text, images, videos). Through deep learning algorithms for feature ex...
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ISBN:
(纸本)9798350375343;9798350375336
This study explores the methods and applications of constructing an intelligent education knowledge graph based on multi-modal learning materials (text, images, videos). Through deep learning algorithms for feature extraction and relationship modeling, a knowledge graph containing 120 entities and 100 relationships was built with an accuracy of 87%. The graph demonstrates excellent performance in personalized learning path recommendations, capable of recommending based on students' prior knowledge and learning styles, leading to a 27% improvement in learning efficiency. The study also considers the "uncanny valley" phenomenon, avoiding discomfort caused by AI mimicking human behavior excessively, ensuring a positive user experience.
This paper presents a morphological study of Islamic geometric patterns (IGP) and their role in application of formal grammar in computational modeling of IGPs. Through a comprehensive literature review and data colle...
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This paper presents a morphological study of Islamic geometric patterns (IGP) and their role in application of formal grammar in computational modeling of IGPs. Through a comprehensive literature review and data collection, we analyze the morphological properties of these patterns using techniques such as geometric transformations, pattern classification, and symmetry analysis. Based on our findings, we explore how these properties can be used in constructing a formal grammar through string rewriting system for a CAD application. Building on a study on the potential of a string rewriting system for modeling IGPs, the current research suggests an update to the previous system and introduces a new morphological structure for IGPs. The new method has an expanded sample set and is tested on a class of 5-fold star patterns with 12 members and demonstrates successful development. The results are implemented in a Grasshopper add-on, providing a flexible platform to generate the patterns through strings and to control their parameters. This tool opens up new possibilities to bridge traditional patterns with contemporary technologies and make them more accessible. Furthermore, it contributes to the preservation of IGPs as a significant cultural and architectural heritage, while also advancing the evolution of these patterns to a new and contemporary generation.
The paper explores the resilience of traffic management systems to shock situations, focusing on the application of agent-based modeling of a traffic system and the effectiveness of reinforcement learning algorithms i...
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This paper uses IBM MQSERVER technology to design and develop ERP oriented financial interface system. The scheme firstly integrates the business process of E-C and ERP, and then uses unified modeling language to mode...
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In this paper, a genetic algorithm for DSS modeling is proposed by integrating GA and DSS. Firstly, SOFM algorithm is used to convert the quantized sample information into semantic value. The decision system is transf...
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This paper uses ORACLE database, Unity engine, TCP Socket for data transmission. Build a digital twin architecture based on ORACLE. Create a virtual scene, model it and map it to real data. The storage digital twin mo...
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In the rapid development of computer technology, the module performance of automatic driving system has been further improved. As a basic component, the stability and accuracy of the positioning module in time operati...
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This project studies the knowledge map of spatiotemporal convolution dynamics of a new energy consumption. Firstly, through the four-element dynamic modeling of a large amount of new energy consumption data accumulate...
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With the continuous development of computer virtual reality technology, in recent years, Chinese foreign students can learn more knowledge and multi-dimensional and multi-stage online open courses in the process of cl...
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