2022
DOI: 10.1155/2022/5398932
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Visual Analysis of College Sports Performance Based on Multimodal Knowledge Graph Optimization Neural Network

Abstract: In this paper, through data analysis of multimodal knowledge graph optimized neural network and visual analysis of college students’ sports performance, we use huge graph, a graph database supporting distributed storage, to store domain knowledge in the form of the knowledge graph, use Spring Boot to build a server-side framework, use Vue framework combined with vis.js to visualize relational network graphs, and design and implement a knowledge-oriented. This paper proposes a visual analytics system based on t… Show more

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Cited by 3 publications
(4 citation statements)
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“…The publicity of the evaluation indicators is as follows This paper selects ItemCF, UserCF and SMCR [7,12,13] as the comparison algorithms. The comparison results of the MOOC and Coursera are shown in Fig.…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…The publicity of the evaluation indicators is as follows This paper selects ItemCF, UserCF and SMCR [7,12,13] as the comparison algorithms. The comparison results of the MOOC and Coursera are shown in Fig.…”
Section: Resultsmentioning
confidence: 99%
“…Using a weighted combination of collaborative ltering algorithms, a number of academics have developed a recommendation method that integrates learner suitability with course collocation. This method was developed by the researchers [10,11,12]. This type of recommendation places a heavy emphasis on feature engineering and is prone to excessive specialization concerns; however, it has the potential to remove reliance on scoring data and reduce the severity of the cold start problem by matching learner and course pictures on the basis of domain knowledge [13].…”
Section: Related Workmentioning
confidence: 99%
“…Where, Tr Min denotes the minimum noise ranges from the collected data; j N ,   only based on the network architecture property and each noise statistic estimation is entirely random; j l P ~indicate state with measurement innovation vector noise on collected data. Next, based on DACIF, information fusion of system noise statistics and state estimate is both taken into consideration and it is given in equation (2).…”
Section: Pre-processing Using Distributed Adaptive Cubature Informati...mentioning
confidence: 99%
“…Since the turn of millennium, China's industrial industry has flourished thanks to the country's entry into the World Trade Organization, increased reform, increased opening up [1]. China's economic structure has been steadily improving at similar time as industrial scale continuously growing [2]. Under the trend of steady expansion, it claimed that market economy operating under socialist scheme by Chinese features has seen profound transformations [3].…”
Section: Introductionmentioning
confidence: 99%