Modeling Defensive Dynamics in Football: A Hidden Markov Model-Based Approach for Man-Marking and Zonal Defending Corner Analysis

Sean Groom; Dan Morris; Liam Anderson; Shuo Wang

Modeling Defensive Dynamics in Football: A Hidden Markov Model-Based Approach for Man-Marking and Zonal Defending Corner Analysis

Sean Groom, Dan Morris, Liam Anderson, Shuo Wang^*

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Original language	English
Title of host publication	The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) in Conjunction with the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24)
Publication status	Accepted/In press - 5 Jun 2024
Event	The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) : in Conjunction with the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24) - Jeju Island, Korea, Republic of Duration: 4 Aug 2024 → … https://wasn.csie.ncu.edu.tw/workshop/IT4PSS2024.html

Workshop

Workshop	The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS)
Abbreviated title	IT4PSS
Country/Territory	Korea, Republic of
City	Jeju Island
Period	4/08/24 → …
Internet address	https://wasn.csie.ncu.edu.tw/workshop/IT4PSS2024.html

Bibliographical note

Not yet published as of 16/07/2024

Cite this

Groom, S., Morris, D., Anderson, L., & Wang, S. (Accepted/In press). Modeling Defensive Dynamics in Football: A Hidden Markov Model-Based Approach for Man-Marking and Zonal Defending Corner Analysis. In The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) in Conjunction with the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24)

Groom, Sean ; Morris, Dan ; Anderson, Liam et al. / Modeling Defensive Dynamics in Football : A Hidden Markov Model-Based Approach for Man-Marking and Zonal Defending Corner Analysis. The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) in Conjunction with the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24). 2024.

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title = "Modeling Defensive Dynamics in Football: A Hidden Markov Model-Based Approach for Man-Marking and Zonal Defending Corner Analysis",

author = "Sean Groom and Dan Morris and Liam Anderson and Shuo Wang",

note = "Not yet published as of 16/07/2024; The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) : in Conjunction with the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24), IT4PSS ; Conference date: 04-08-2024",

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language = "English",

booktitle = "The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) in Conjunction with the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24)",

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Groom, S, Morris, D, Anderson, L & Wang, S 2024, Modeling Defensive Dynamics in Football: A Hidden Markov Model-Based Approach for Man-Marking and Zonal Defending Corner Analysis. in The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) in Conjunction with the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24). The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) , Jeju Island, Korea, Republic of, 4/08/24.

Modeling Defensive Dynamics in Football: A Hidden Markov Model-Based Approach for Man-Marking and Zonal Defending Corner Analysis. / Groom, Sean; Morris, Dan; Anderson, Liam et al.
The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) in Conjunction with the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24). 2024.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Modeling Defensive Dynamics in Football

T2 - The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS)

AU - Groom, Sean

AU - Morris, Dan

AU - Anderson, Liam

AU - Wang, Shuo

N1 - Not yet published as of 16/07/2024

PY - 2024/6/5

Y1 - 2024/6/5

UR - https://wasn.csie.ncu.edu.tw/workshop/Accepted_Papers.html

UR - https://www.ijcai.org/all_proceedings

M3 - Conference contribution

BT - The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) in Conjunction with the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24)

Y2 - 4 August 2024

ER -

Groom S, Morris D, Anderson L , Wang S. Modeling Defensive Dynamics in Football: A Hidden Markov Model-Based Approach for Man-Marking and Zonal Defending Corner Analysis. In The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS) in Conjunction with the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24). 2024