2017
DOI: 10.1590/0101-7438.2017.037.02.0333
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Multicriteria Analysis of Football Match Performances: Composition of Probabilistic Preferences Applied to the English Premier League 2015/2016

Abstract: ABSTRACT.This article aims to analyze the technical performance of football teams in the FA Premier League during the 2015/2016 season. Data of twenty clubs over 38 matches for each club are considered using 23 variables. These variables have been explored in the football literature and address different features of technical performance. The different configuration of the data for teams in detached segments motivated the multi-criteria approach, which enables identification of strong and weak sectors in each … Show more

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Cited by 5 publications
(5 citation statements)
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References 44 publications
(9 reference statements)
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“…Formula ( 6 ) solely evaluates the impact of the distance between the opponent's striker and the football on the shooting state; however, it is insufficient. In actuality, the relative pace of the opponent's striker during dribbling and football will alter the shooting state of the ball [ 11 , 12 ]. Although the distance between the opposition striker and the football is less, their speeds are diametrically opposed.…”
Section: Robocup 3d and Intelligent Technology In Football Simulation...mentioning
confidence: 99%
“…Formula ( 6 ) solely evaluates the impact of the distance between the opponent's striker and the football on the shooting state; however, it is insufficient. In actuality, the relative pace of the opponent's striker during dribbling and football will alter the shooting state of the ball [ 11 , 12 ]. Although the distance between the opposition striker and the football is less, their speeds are diametrically opposed.…”
Section: Robocup 3d and Intelligent Technology In Football Simulation...mentioning
confidence: 99%
“…In Gavião et al (2020Gavião et al ( , 2017, the Moneyball approach explored the CPP method with different criteria to suggest good bargains for the transfer market of defenders. In Príncipe et al (2017), the CPP model focused on team performance in the English Premier League using 23 variables, which included the goalkeeper's criteria explored in this study (i.e. saves, clean sheets and goals conceded).…”
Section: Discussionmentioning
confidence: 99%
“…MCDA methods are adequate tools to evaluate satisfactory solutions to the problem, considering the inexistence of an optimal alternative that performs perfectly under all criteria. CPP has also been applied to similar problems of assessing individual and collective performance in football (Gavião et al, 2020(Gavião et al, , 2017Príncipe et al, 2017;Sant'Anna et al, 2010;Sant'Anna and de Mello, 2012).…”
Section: Introductionmentioning
confidence: 99%
“…A Genetic Algorithm model was proposed by Cakmak et al (2018), to measure the effectiveness of passes made between players during a soccer match. The proposed model in this work is able to differentiate common passes from so-called "key passes", that generate real contributions to Regarding club evaluation, Principe et al (2017) analyzed the performances of the English national league participants, using the VIKOR method, with 23 criteria and two other techniques, to distinguish the best and worst teams from the league. The MCDA method PROMETHEE II was proposed by Galariotis et al (2018), to rank the participating teams in the French league and to show the relationship between finances and sports performance of the clubs.…”
Section: Soccer and Multicriteria Decision Makingmentioning
confidence: 99%