Analysis of English Teaching Data on Cloud Platform Based on Data Mining Technology

Zhou, Zhiguang

doi:10.1007/978-3-030-96908-0_88

Cited by 2 publications

(2 citation statements)

References 5 publications

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“…Equation (6) shows how to use the chain rule to compute the probability of each member of a joint distribution given a set of random variables, based on conditional probabilities.…”

Section: Bayesian Neural Networkmentioning

confidence: 99%

“…The vast array of teaching resources may undermine traditional teaching material-based models, leading to difficulty in obtaining effective English knowledge amidst the abundance of dispersed and repetitive content (Bienkowski, 2012). Furthermore, students may struggle to navigate the plethora of resources available online, dampening their interest in learning [6].…”

Section: Introductionmentioning

confidence: 99%

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Construction of Traditional Culture English Learning Resources Based on Data Mining Technology

Li Zhang

2024

jes

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This study explores the construction of traditional culture English learning resources through the integration of data mining technology, Bayesian neural networks (BNNs), and Dragonfly optimization techniques. The aim is to develop culturally authentic and linguistically rich educational materials that enhance language proficiency while deepening learners' understanding of traditional cultural nuances embedded within the English language. By leveraging BNNs, which account for uncertainty and variability in traditional cultural texts, and employing Dragonfly optimization to optimize search algorithms, educators can curate personalized and adaptive learning resources tailored to individual learners' needs and preferences. The utilization of data mining technology facilitated the extraction and analysis of vast datasets encompassing diverse aspects of traditional culture, including texts, images, and multimedia content The innovative approach presented in this study promises to revolutionize language education by fostering a deeper appreciation for traditional culture and promoting cross-cultural understanding and communication.

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“…Equation (6) shows how to use the chain rule to compute the probability of each member of a joint distribution given a set of random variables, based on conditional probabilities.…”

Section: Bayesian Neural Networkmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Construction of Traditional Culture English Learning Resources Based on Data Mining Technology

Li Zhang

2024

jes

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Research on the Evaluation of College English Teaching Based on Data Mining Technology From the Perspective of “Internet Plus Education”

Jie,

Zhou

2024

International Journal of Web-Based Learning and Teaching Technologies

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This paper explores using data mining in English teaching assessment in higher education within the 'Internet + Education' era. Traditional assessment methods struggle to meet modern teaching needs. By collecting diverse data like student performance and learning behavior, and employing data mining, a comprehensive assessment model is built. This model tracks student progress, uncovers data patterns, and offers personalized teaching guidance. Empirical analysis validates the model's feasibility, enabling colleges to better understand English teaching quality and adjust methods accordingly. In essence, this study offers a novel approach to assessment and contributes to education digitization and teaching enhancement.

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Analysis of English Teaching Data on Cloud Platform Based on Data Mining Technology

Cited by 2 publications

References 5 publications

Construction of Traditional Culture English Learning Resources Based on Data Mining Technology

Construction of Traditional Culture English Learning Resources Based on Data Mining Technology

Research on the Evaluation of College English Teaching Based on Data Mining Technology From the Perspective of “Internet Plus Education”

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