How do soccer teams coordinate consecutive passes? A visual analytics system for analysing the complexity of passing sequences using soccer flow motifs

Date

2019-11-01

Author

Malqui, Jose Luis Sotomayor
Romero, Noemí Maritza Lapa
Garcia, Rafael
Alemdar, Hande
Comba, João L.D.

Metadata

Show full item record

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Item Usage Stats

284
views

0
downloads

The analysis of passing strategies plays a major role in soccer. Soccer managers use scouting, video footage, and soccer data feed to collect information about tactics and player performance. However, the nature of passing strategies is complex enough to reflect what is happening in the match and makes it hard to understand its dynamics. Furthermore, there exists a growing demand for pattern detection and passing analysis popularized by FC Barcelona's tiki-taka. In this paper, we describe a visual analytics system to analyze the sequence and trajectory of consecutive passing sequences. We describe a two-phase clustering algorithm that extracts typical trajectory clusters in passing sequences, which result in eight predominant clusters. The combined analysis of the sequence and trajectory clusters allow experts to perform multi or single-game analysis in various ways. We show the potential of our approach in case studies using data from the Brazilian and Turkish leagues and report feedback from soccer experts.

Subject Keywords

General Engineering, Human-Computer Interaction, Computer Graphics and Computer-Aided Design

URI

https://hdl.handle.net/11511/42090

Journal

COMPUTERS & GRAPHICS-UK

DOI

https://doi.org/10.1016/j.cag.2019.08.010

Collections

Department of Computer Engineering, Article

Suggestions

OpenMETU
Core

Spatio-temporal cohesive networks for evaluating team behavior in soccer Külah, Emre; Alemdar, Hande; Department of Computer Engineering (2019) In this thesis, we analyze positional organizations of soccer teams during game transitions which end with an important result and individual sprinting performances of soccer players. Social networks and distance matrices of teams are used to obtain organizations of teams. Spatial features of pitch such as pitch value and pass probability value are used to evaluate sprint performances. Social networks that we call cohesion matrices are used as weights in both attacking and defending transitions. The norm of...
Nonlinear dynamic modeling of gear-shaft-disk-bearing systems using finite elements and describing functions Maliha, R; Dogruer, CU; Özgüven, Hasan Nevzat (ASME International, 2004-05-01) This study presents a new nonlinear dynamic model for a gear-shaft-disk-bearing system. A nonlinear dynamic model of a spur gear pair is coupled with linear finite element models of shafts carrying them, and with discrete models of bearings and disks. The nonlinear elasticity term resulting from backlash is expressed by a describing function, and a method developed in previous studies to determine multi harmonic responses of nonlinear multi-degree-of-freedom systems is employed for the solution. The excitat...
Experience Reflection Modelling (ERM): a reflective medium encouraging dialogue between users and design students Turhan, Senem; Doğan, Çağla (Informa UK Limited, 2017-01-01) Experience reflection modelling (ERM) as a design research method emerges out of participatory and generative research approaches. It includes tools and techniques that are put together strategically to enable the involvement of people in the early stages of the design process, connecting students and people by creating an effective medium for the knowledge transfer. In design education, ERM focuses on bridging the gap between the early stages of the design process and idea generation by providing students ...
Material Semiotics of Form Giving: The Case of the Electric Turkish Coffee Pot Kaygan, Harun (MIT Press - Journals, 2016-03-01) The article discusses material semiotics as a valuable framework for the analysis of design processes, and focuses on form giving practices. For this purpose, the design processes of electric Turkish coffee pots are studied through interviews and document analyses. It is argued that neither form giving nor product form can be considered to be singular or stable throughout a design process, and that semantic and material relations that are built and maintained around the product form need to be traced for a ...
METHODOLOGICAL PSYCHOLOGICAL INTERVENTION WITH FOOTBALL TRAINERS TO IMPROVE COACHING COMPETENCE PERCEIVED BY ATHLETES, SATISFACTION WITH COACH, ENJOYMENT AND INTENTION OF PERSISTING Aleksovska Velickovska, Lence; İnce, Mustafa Levent; Gontarev, Seryozha; Tasevski, Zikica; Todorovic, Miodrag (2021-01-01) Objectives: The purpose of the study was to assess the effect of a coaching intervention on soccer athletes’ perceptions of the coaches’ competencies, enjoyment, satisfaction, and intention to persist in the sport. Equipment and methods:The research was conducted on a sample of 105 young football players aged 10 to 15, drawn from 6 clubs:FC Maribor-Slovenia, FC Pelister-Macedonia, FC Gorica-Croatia, FC Graficar-Serbia, FC Doboj-BiH, FC Zeleznichar-Sarajevo. Focused on coacheffectiveness, coaches from EG rec...

Citation Formats

J. L. S. Malqui, N. M. L. Romero, R. Garcia, H. Alemdar, and J. L. D. Comba, “How do soccer teams coordinate consecutive passes? A visual analytics system for analysing the complexity of passing sequences using soccer flow motifs,” COMPUTERS & GRAPHICS-UK, pp. 122–133, 2019, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/42090.