In view of the unsatisfactory teaching effect caused by students' weak foundation, poor learning initiative and lack of learning interest in higher vocational colleges, the traditional teaching method was reformed...
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In the process of on orbit capture, there is a large contact and impact between the manipulator and the target. The flexibility of variable stiffness joints can effectively reduce the collision force and improve the c...
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The proceedings contain 40 papers. The topics discussed include: design a knowledge chatbot system in education based on ontology approach;frame-level deepfake detection on explicit content with ID-unaware binary clas...
ISBN:
(纸本)9781643685380
The proceedings contain 40 papers. The topics discussed include: design a knowledge chatbot system in education based on ontology approach;frame-level deepfake detection on explicit content with ID-unaware binary classification;detecting and mitigating the weakest cybersecurity link in an information system;encryption and compression scheme using compressing sensing and chaotic mixing;extended engineering software support for multiphysical research in applied informatics;transformation approach for safe source code through the application of a large language model and adaptation of a generative adversarial network;and improve breast cancer classification based on deep feature fusion and hyperparameter customization using transfer learning.
the transmission line line path optimization application research, its main research purpose is, the power corridor multiple space information as the basic structure, and cost optimization and sensitive area for the p...
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In synchronous rectification applications, ringing turn-on is a common issue that can lead to increased circuit power losses, decreased efficiency, and component damage. To address this problem, this paper presents an...
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In order to improve the quality of translation, an intelligent proofreading system is designed for the widely popular English languages. Using *** object class library to design database table structure. The python la...
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In order to reduce the workload of healthcare workers during surgery and free them from the task of recognising and delivering surgical tools, this project designs a vision-based robotic arm scalpel sorting system. To...
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This article aims to explore the application of clustering algorithms in analyzing students' learning behavior patterns, and design an efficient learning warning system based on this. Using educational data mining...
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ISBN:
(纸本)9798350386783;9798350386776
This article aims to explore the application of clustering algorithms in analyzing students' learning behavior patterns, and design an efficient learning warning system based on this. Using educational data mining technology, this study analyzed student interaction data on large-scale online learning platforms, adopted multiple clustering algorithms to identify students' learning behavior patterns, and constructed warning mechanisms based on these patterns. Through quantitative and qualitative indicators, the early warning system can monitor students' learning status in real-time, identify potential academic problems early, and provide intervention suggestions. In the experimental evaluation stage, in the test results of running time, due to the addition of grid partitioning and iterative merging operations on the basis of CF and AGA, the average running time of the algorithm slightly increased. Through comparison, it can be clearly found that the average running time of the algorithm in this paper only needs 5.9 seconds, which is significantly lower than the running time of CF(Collaborative Filtering) and AGA(Adaptive Genetic Algorithm), which is 13.8 seconds and 15.7 seconds. Therefore, the algorithm proposed in this paper is feasible and effective, demonstrating its relative advantages. Future research will focus on further enhancing the universality of early warning systems, exploring more complex learning behavior patterns, and integrating more diverse data sources to optimize prediction models.
In response to the problem of poor universality in limiting the widespread application of surrogate model technology in engineering problems, a method for adaptive selection of surrogate models is proposed based on a ...
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In order to develop a control system for variable rate application of organic fertilizer and evaluate its performance, the system including an on-board terminal, an execution unit, a control unit, and a detection unit...
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