An analysis of the time duration of ground strokes in Grand Slam men’s singles using the computerised scorebook for tennis

Takahashi, Hiroo; Wada, Tomohito; Maeda, Akira; Kodama, Mitsuo; Nishizono, Hidetsugu

doi:10.1080/24748668.2008.11868451

Cited by 4 publications

(1 citation statement)

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“…e importance of technology and tactics in the project is a "decisive role" level. Because tennis is a kind of competitive project, the technical and tactical ability is the decisive factor of the tennis players' competitive ability, the foundation of improving the sports performance, and the key to winning the match [5,6]. Decision-making is a kind of thinking activity that players often carry on in the competition; tennis competition cannot leave all kinds of technical and tactical decisions.…”

Section: Introductionmentioning

confidence: 99%

Analysis of Characteristics of Tennis Singles Matches Based on 5G and Data Mining Technology

Qin-sheng

et al. 2021

Security and Communication Networks

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The level of technical and tactical decision-making in a tennis game has a very important impact on the outcome of the game. How to discover the characteristics and rules of the game from a large amount of technical and tactical data, how to overcome the shortcomings of traditional statistical methods, and how to provide a scientific basis for correct decision-making are a top priority. Based on 5G and association analysis data mining theory, we established a data mining model for tennis technical offensive tactics and association rules and conducted specific case studies. It can calculate the maximization and distribution rate of certain technologies, also distinguish between the athlete’s gain and loss rate and the spatial position on the track, and use artificial statistical methods to cause errors and subjective participation. This solution provides objective and scientific decision support for this problem and is used in the decision-making of the landing point in tennis match technology and tactics. Experimental simulation shows that the data mining technology analysis system used for regional tennis matches is more concise, efficient, and accurate than traditional movie analysis methods.

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Section: Introductionmentioning

confidence: 99%