Technical-Tactical Performance from Data Providers: A Systematic Review in Regular Football Leagues

Otero-Saborido, Fernando Manuel; Aguado-Méndez, Rubén D.; Torreblanca-Martínez, Victor; González-Jurado, José Antonio

doi:10.3390/su131810167

Cited by 5 publications

(2 citation statements)

References 43 publications

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“…With the development of big data technology and the advancement of artificial intelligence technology, the characteristics of soccer tactics can be effectively extracted by introducing big data technology into the technical framework of high-level soccer game research. This has a very important impact on the tactical formulation of soccer matches [5][6]. In recent years, with the growing improvement of the general environment of soccer, the national policy level of support for soccer has increased, and the enterprise's investment in soccer is more and more.…”

Section: Introductionmentioning

confidence: 99%

Characterization of Immediate Pressing Tactics in Soccer in the Age of Artificial Intelligence

Liu

2023

Applied Mathematics and Nonlinear Sciences

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This paper focuses on the use of feature extraction techniques as well as parameter estimation to analyze the immediate pressing tactics in soccer games. The motion target detection method is used to capture the movements of the soccer player. By setting the rotation angle of the point cloud, the soccer movement action is represented in the form of a coordinate system. By combining the inter-frame difference method and setting the motion image threshold, the motion target can be obtained. Utilize Hu moments to extract the features of soccer motion. Combine the center of mass and velocity of soccer motion to reduce the error rate of motion feature extraction. Pairwise quaternions are utilized to represent soccer motion parameters to improve motion estimation. The results show that the soccer team has the greatest success rate of practicing immediate pressing tactics in 3s-4s, and the success rate of applying immediate pressing tactics after 4s is significantly lower. Team C has the highest success rate of huddling with defensive immediate pressing tactics, which reaches 56.1%. The success rate of huddling is closest to that of team A and team B, which are 43.54% and 43.97%, respectively.

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Section: Introductionmentioning

confidence: 99%

Characterization of Immediate Pressing Tactics in Soccer in the Age of Artificial Intelligence

Liu

2023

Applied Mathematics and Nonlinear Sciences

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“…En este sentido, se debe destacar la alta relevancia que adquiere la línea de centrocampistas en la construcción del juego ofensivo del equipo siendo la más importante de todas las que conforman la formación táctica del grupo (Robles et al, 2014, Sánchez-López et al, 2021, así como la regularidad de intervención que manifiestan los jugadores de esta línea en referencia a la consecución del gol en campeonatos internacionales (Acar et al, 2009;Otero-Saborido et al, 2021). Estudios con la aplicación de técnicas analíticas cuantitativas como el de Kannekens et al (2009) han corroborado la relevancia e influencia en el juego de estos jugadores en particular y de la línea que forman en general, en donde recogían algunos de los contenidos que deben dominar los jugadores que ocupan esta demarcación.…”

Section: Introductionunclassified

Análisis de las interacciones de la línea de medios de un equipo de fútbol de élite. Estudio de caso

Jiménez¹,

Millán

José³

2023

Cuad. Psicol. Deporte

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The analysis of the interactions that occur between players of a soccer team during a competition is of great importance since the results of the matches are obtained from the results of the same. Some interactions that a priori seem to be the result of chance, but it has been shown that they are not the result of chance. The ability to anticipate and/or be prepared for these adversary behaviors will increase the chances of success. For this reason, a double objective of study has been established; To identify, through analysis of polar coordinates, the relationships and links that are established between the players that make up the midfielder line, midfielders, the champion team of the 2020 Spanish Super Cup (Real Madrid CF) and each other. As well as identifying the synergies that occur between this line of players, as a whole, with the different lines that make up the tactical structure of the team. For this purpose, a contrasted observation instrument has been used to collect data, which were subsequently treated by means of the analysis of polar coordinates. They show that the midfield line, in reference to inter-line relationships, shows a disconnection between the midfield line and the defense and goalkeeper, and is significantly related to itself, although not with the same intensity in all of them (intra-line relationships). El análisis de las interacciones que tienen lugar entre los jugadores de un equipo de fútbol durante una competición es de gran importancia, ya que de sus resultados se obtienen los resultados de los partidos. Algunas interacciones que a priori parecen fruto del azar, pero se ha demostrado que no lo son. La capacidad de anticipar y/o estar preparado para estos comportamientos del adversario aumentará las posibilidades de éxito. Por ello, se estableció un doble objetivo de estudio; identificar, a través del análisis de coordenadas polares, las relaciones y vínculos que se establecen entre los jugadores que componen la línea del centro del campo, los centrocampistas, el equipo ganador de la Supercopa de España 2020 (Real Madrid CF) y entre ellos mismos. Además de identificar las sinergias que se producen entre esta línea de jugadores, en su conjunto, con las diferentes líneas que componen la estructura táctica del equipo. Para tanto, utilizou-se um instrumento de observação contrastado para a coleta de dados, os quais foram posteriormente tratados por meio da análise de coordenadas polares. Muestran que la línea del centro del campo, en referencia a las relaciones interlíneas, presenta una desconexión entre la línea del centro del campo y la defensa y el portero, y está significativamente relacionada consigo misma, aunque no con la misma intensidad en todas ellas. -relaciones en línea). A análise das interações que ocorrem entre jogadores de um time de futebol durante uma competição é de grande importância, pois foi demonstrado que estas não são aleatórias. Portanto, a capacidade de antecipar e/ou estar preparado para esses comportamentos adversários aumentará nossas chances de sucesso. Por isso estabelecemos um duplo objetivo de estudo; identificar através da análise de coordenadas polares as relações e ligações que se estabelecem entre os jogadores que compõem a linha de meio-campo, meio-campistas, entre si. Além de identificar as sinergias que ocorrem entre esta linha de jogadores, como um todo, com as diferentes linhas que compõem a estrutura tática da equipe campeã da Supercopa da Espanha de 2020 (Real Madrid CF). Para isso, utilizou-se um instrumento de observação contrastado, e os dados obtidos foram tratados por meio da análise de coordenadas polares. Mostram que a linha do meio-campo está significativamente relacionada consigo mesma, embora não com a mesma intensidade em todos os seus integrantes, assim como a desconexão da linha do meio-campo com a defesa e o goleiro, o que pode ser devido ao alto grau de recuperação da bola pela linha do meio-campo, tornando desnecessária a ligação e relacionamento entre as linhas mais traseiras. Estudos futuros envolvem continuar a investigar a estrutura tática das demais equipes de alto nível, propondo novas alternativas táticas aos treinadores em sua atuação profissional e de treinamento.

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Physical and psychological factors related to player's health and performance in esports: A scoping review

Sanz-Matesanz

García

Martínez-Aranda

2023

Computers in Human Behavior

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Technical-Tactical Performance from Data Providers: A Systematic Review in Regular Football Leagues

Cited by 5 publications

References 43 publications

Characterization of Immediate Pressing Tactics in Soccer in the Age of Artificial Intelligence

Characterization of Immediate Pressing Tactics in Soccer in the Age of Artificial Intelligence

Análisis de las interacciones de la línea de medios de un equipo de fútbol de élite. Estudio de caso

Physical and psychological factors related to player's health and performance in esports: A scoping review

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