Sports Big Data: Management, Analysis, Applications, and Challenges

Bai, Zhongbo; Bai, Xiaomei

doi:10.1155/2021/6676297

Cited by 29 publications

(16 citation statements)

References 69 publications

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“…Educational big data is broadly defined as the behavioral data generated by human's daily educational activities, while the narrow big educational data is limited to the behavioral data of learners, namely student in different levels [19,20]. Here, big educational data is defined as a data collection that conforms to the characteristics of big data generated in the interexchange process between users and the outer material world, including both real environment data and virtual environment data.…”

Section: Introductionmentioning

confidence: 99%

Construction and Analysis of School Moral Education System Based on Big Data Technology

Sun

Zhao

2022

Advances in Multimedia

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Using educational big data to enhance the performance of the moral education system in colleges and universities is important to smart moral education. However, educational big data has an obvious diversity. For this reason, combined with multiple resources, the “adaptive” data processing method with strong dynamic and active adaptability is cited to analyze the big data in colleges and universities to understand and grasp the dynamic of users’ thoughts and behaviors. At the same time, according to the interest bias, the concept of “interest group” is used to classify the interests of a large number of users form different groups for modeling and use it as the core framework to build an intelligent research model of moral and ideological education. Then, on this basis, the experiment was carried out using the WeChat public account data of 20 universities, and the WeChat Communication Index (WCI), WeChat Service Index (WSI), and WeChat Management Index (WMI) were used to evaluate the function of the WeChat public accounts of universities in ideological and moral education. The roles and characteristics in the system are classified into three categories: communication-oriented, service-oriented, and general type. Among them, the communication-oriented type is mainly used to provide and disseminate educational information, while the service type can be the bridge to build direct connection between teachers and students. Therefore, the performance of ideological and moral education system in universities can be enhanced. While the general type is multifunctional, its performance in information dissemination and interaction is modest. Therefore, it is suggested that the WeChat public account should take the dissemination of information and the interaction between teachers and students into account.

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Section: Introductionmentioning

confidence: 99%

Construction and Analysis of School Moral Education System Based on Big Data Technology

Sun

Zhao

2022

Advances in Multimedia

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“…Daha yakın zamanlarda ise, büyük veri ve yapay zekânın spor bilimine entegrasyonu, analitik yetenekleri önemli ölçüde genişletmiş ve daha önce mümkün olmayan derinlemesine analizlere olanak sağlamıştır (Bai & Bai, 2021). Bu teknolojiler, sporcu performansı, yaralanma riski, taktiksel stratejiler ve hatta oyuncu transferleri konusunda karar vermeyi daha bilimsel ve veri odaklı hale getirmiştir.…”

Section: Spor Teknolojisinin Evrimiunclassified

“…Yeni nesil spor teknolojileri, sporcuların performansını analiz etme ve iyileştirme yollarımızı radikal bir şekilde değiştirmiştir. Özellikle giyilebilir teknolojiler, büyük veri ve yapay zekâ, bu değişimin öncülüğünü yapmaktadır (Bai & Bai, 2021;Mannini & Sabatini, 2010;S. Patel, Park, Bonato, Chan, & Rodgers, 2012).…”

Section: Yeni Nesil Spor Teknolojileri Ve öZellikleriunclassified

Mobil Uygulamalar Aracılığıyla Koşma Egzersizleri İçin Performans Ölçümü

Ulupınar,

Özbay

2023

Dijital Çağda Spor Araştırmaları II

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Günümüzün dijital bağlantılı dünyasında mobil uygulamalar, özellikle koşucular olmak üzere fitness tutkunları için vazgeçilmez bir araç haline geldi. Bu araştırma, koşu egzersizlerinde performansı ölçmek için özel olarak tasarlanmış mobil uygulamaların kullanımını araştırıyor. Bu çalışma, bu uygulamaların sunduğu mesafe, hız, kalp atış hızı ve yükseklik değişikliklerinin gerçek zamanlı takibi gibi özellikleri ve işlevleri incelemektedir. Bu uygulamalar tarafından sağlanan gelişmiş analitik, koşucuların yalnızca ilerlemelerini izlemelerine yardımcı olmakla kalmaz, aynı zamanda antrenman rejimlerini optimize etmeye yönelik stratejiler sunar. Ek olarak, sosyal özelliklerin entegrasyonu, kullanıcıları kararlı kalmaya ve sağlıklı bir şekilde rekabet etmeye motive ederek bir topluluk duygusu geliştirir. Veri doğruluğu, mahremiyet endişeleri ve pil tüketimi gibi zorluklar da tartışılmaktadır. Mevcut çalışma, mobil uygulamaların koşucuların deneyimini önemli ölçüde geliştirmesine ve performans gelişimi için değerli veriler sağlamasına rağmen, kullanıcıların potansiyel sınırlamalara dikkat etmesi ve teknoloji destekli eğitime dengeli bir yaklaşım sağlaması gerektiği sonucuna varmaktadır.

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“…Big data represents a new way of life, which changes the demand content, demand structure, and demand mode of consumers [5][6][7]. Big data provides a new resource and capability and provides a new foundation and path for enterprises to discover value, create value, and solve problems.…”

Section: Introductionmentioning

confidence: 99%

Analysis Model Design of the Intermediary Role of Psychological Expectation in Customer Value Proposition Driven Business Model Innovation against the Background of Big Data

Yong

2022

Scientific Programming

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As the most important strategic resource of enterprises, big data has become the basic background of business model innovation. From the perspective of psychological contract, this paper discusses the mechanism of psychological contract in customer value proposition driven business model innovation and puts forward four research hypotheses. This paper adopts the confirmatory factor analysis method of structural equation to verify these four hypotheses. It is concluded that there is a significant positive relationship between customer value proposition and psychological contract; there is a significant positive correlation between psychological contract and business model innovation; and psychological contract has intermediary effect between value proposition and business model innovation. Furthermore, value proposition has a significant positive correlation with business model innovation, which has not been verified.

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Sports Big Data: Management, Analysis, Applications, and Challenges

Cited by 29 publications

References 69 publications

Construction and Analysis of School Moral Education System Based on Big Data Technology

Construction and Analysis of School Moral Education System Based on Big Data Technology

Mobil Uygulamalar Aracılığıyla Koşma Egzersizleri İçin Performans Ölçümü

Analysis Model Design of the Intermediary Role of Psychological Expectation in Customer Value Proposition Driven Business Model Innovation against the Background of Big Data

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