Analyzing soccer dynamics using the motion in mind model
In soccer, understanding both the overall dynamics of the game and team performance is crucial for developing effective strategies and enhancing overall success. This study employs the Motion in Mind (MiM) model to analyze the dynamics of soccer and teams’ performance, with a particular focus on the...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2024
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| Online Access: | http://journalarticle.ukm.my/25042/ http://journalarticle.ukm.my/25042/1/266%20%E2%80%93%20286.pdf |
| _version_ | 1848816252626141184 |
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| author | Muhammad Numan, Iida, Hiroyuki Mohd Nor Akmal Khalid, |
| author_facet | Muhammad Numan, Iida, Hiroyuki Mohd Nor Akmal Khalid, |
| author_sort | Muhammad Numan, |
| building | UKM Institutional Repository |
| collection | Online Access |
| description | In soccer, understanding both the overall dynamics of the game and team performance is crucial for developing effective strategies and enhancing overall success. This study employs the Motion in Mind (MiM) model to analyze the dynamics of soccer and teams’ performance, with a particular focus on the FIFA World Cup 2022. The objective is to understand how different phases (opening, middlegame, and endgame) of a soccer sport are influenced by the key performance matrices such as total attempts and goals, as well as strategic adaptations by teams. Utilizing data from 64 matches involving 32 teams, we applied a phase-specific analysis to examine metrics such as velocity, mass, acceleration, force, potential energy, and momentum. The findings reveal distinct performance patterns across the game phases: the opening phase is characterized by higher challenges and uncertainties, the middlegame phase shows improved success rates and strategic adaptations, and the endgame phase highlights optimal performance levels with peak velocity and strategic efficiency. The study also provides a comparative analysis of Argentina and France, identifying key factors that contributed to Argentina's victory. These insights enhance the understanding of competitive sports dynamics and suggest practical applications for improving team strategies and performance in future tournaments. |
| first_indexed | 2025-11-15T01:02:55Z |
| format | Article |
| id | oai:generic.eprints.org:25042 |
| institution | Universiti Kebangasaan Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:02:55Z |
| publishDate | 2024 |
| publisher | Penerbit Universiti Kebangsaan Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:generic.eprints.org:250422025-04-08T04:35:15Z http://journalarticle.ukm.my/25042/ Analyzing soccer dynamics using the motion in mind model Muhammad Numan, Iida, Hiroyuki Mohd Nor Akmal Khalid, In soccer, understanding both the overall dynamics of the game and team performance is crucial for developing effective strategies and enhancing overall success. This study employs the Motion in Mind (MiM) model to analyze the dynamics of soccer and teams’ performance, with a particular focus on the FIFA World Cup 2022. The objective is to understand how different phases (opening, middlegame, and endgame) of a soccer sport are influenced by the key performance matrices such as total attempts and goals, as well as strategic adaptations by teams. Utilizing data from 64 matches involving 32 teams, we applied a phase-specific analysis to examine metrics such as velocity, mass, acceleration, force, potential energy, and momentum. The findings reveal distinct performance patterns across the game phases: the opening phase is characterized by higher challenges and uncertainties, the middlegame phase shows improved success rates and strategic adaptations, and the endgame phase highlights optimal performance levels with peak velocity and strategic efficiency. The study also provides a comparative analysis of Argentina and France, identifying key factors that contributed to Argentina's victory. These insights enhance the understanding of competitive sports dynamics and suggest practical applications for improving team strategies and performance in future tournaments. Penerbit Universiti Kebangsaan Malaysia 2024-10-13 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/25042/1/266%20%E2%80%93%20286.pdf Muhammad Numan, and Iida, Hiroyuki and Mohd Nor Akmal Khalid, (2024) Analyzing soccer dynamics using the motion in mind model. Asia-Pacific Journal of Information Technology and Multimedia, 13 (2). pp. 266-286. ISSN 2289-2192 https://www.ukm.my/apjitm/ |
| spellingShingle | Muhammad Numan, Iida, Hiroyuki Mohd Nor Akmal Khalid, Analyzing soccer dynamics using the motion in mind model |
| title | Analyzing soccer dynamics using the motion in mind model |
| title_full | Analyzing soccer dynamics using the motion in mind model |
| title_fullStr | Analyzing soccer dynamics using the motion in mind model |
| title_full_unstemmed | Analyzing soccer dynamics using the motion in mind model |
| title_short | Analyzing soccer dynamics using the motion in mind model |
| title_sort | analyzing soccer dynamics using the motion in mind model |
| url | http://journalarticle.ukm.my/25042/ http://journalarticle.ukm.my/25042/ http://journalarticle.ukm.my/25042/1/266%20%E2%80%93%20286.pdf |