Literature DB >> 33733118

Longitudinal Analysis of Tactical Strategy in the Men's Division of the Ultimate Fighting Championship.

Lachlan P James1, Alice J Sweeting2, Vincent G Kelly3, Samuel Robertson2.   

Abstract

This study explored longitudinal changes in contemporary mixed martial arts (MMA) combat within the Ultimate Fighting Championship (UFC). A secondary aim was to investigate how bout duration influences the contribution of performance indicators on outcome. Data were acquired via the official analytics provider to the UFC (FightMetric). Male fights with a winner from between 2000 and 2015 (n = 2,831) were examined, with 13 common performance indicators attained during each round for each participant along with duration (min) and year of fight. Non-metric dimensional scaling (nMDS) was used to examine bout characteristics by year. The Repeated Incremental Pruning to Produce Error Reduction (RIPPER) algorithm was run to determine a set of rules to explain bout outcome. The nMDS displayed that winning bout performance indicator attributes were dissimilar across the years. Eight rules were generated from the RIPPER, with fight duration featuring in three of eight rules. Distinct shifts occurred (albeit without linear trend) in performance indicator characteristics during the observed period. This was characterized by a more diverse combat style in the years following 2008. However, offensive grappling has remained a key factor regardless of year, and is influenced by bout duration.
Copyright © 2019 James, Sweeting, Kelly and Robertson.

Entities:  

Keywords:  combat sport; data mining; mixed martial arts; notational analysis; sports analytics

Year:  2019        PMID: 33733118      PMCID: PMC7861226          DOI: 10.3389/frai.2019.00029

Source DB:  PubMed          Journal:  Front Artif Intell        ISSN: 2624-8212


  11 in total

1.  Nonmetric multidimensional scaling corrects for population structure in association mapping with different sample types.

Authors:  Chengsong Zhu; Jianming Yu
Journal:  Genetics       Date:  2009-05-04       Impact factor: 4.562

2.  A change point approach to analysing the match activity profiles of team-sport athletes.

Authors:  David M Corbett; Alice J Sweeting; Sam Robertson
Journal:  J Sports Sci       Date:  2019-02-12       Impact factor: 3.337

3.  Evolution of game-play in the Australian Football League from 2001 to 2015.

Authors:  Carl T Woods; Sam Robertson; Neil French Collier
Journal:  J Sports Sci       Date:  2016-10-12       Impact factor: 3.337

4.  Explaining match outcome and ladder position in the National Rugby League using team performance indicators.

Authors:  Carl T Woods; Wade Sinclair; Sam Robertson
Journal:  J Sci Med Sport       Date:  2017-04-21       Impact factor: 4.319

5.  The Activity Profile of Elite Male Amateur Boxing After the 2013 Rule Changes.

Authors:  Philip Davis; Andrew J Connorton; Sonny Driver; Sean Anderson; Robert Waldock
Journal:  J Strength Cond Res       Date:  2018-12       Impact factor: 3.775

6.  Predicting higher selection in elite junior Australian Rules football: The influence of physical performance and anthropometric attributes.

Authors:  Sam Robertson; Carl Woods; Paul Gastin
Journal:  J Sci Med Sport       Date:  2014-08-09       Impact factor: 4.319

Review 7.  Towards a Determination of the Physiological Characteristics Distinguishing Successful Mixed Martial Arts Athletes: A Systematic Review of Combat Sport Literature.

Authors:  Lachlan P James; G Gregory Haff; Vincent G Kelly; Emma M Beckman
Journal:  Sports Med       Date:  2016-10       Impact factor: 11.136

8.  Identifying the performance characteristics of a winning outcome in elite mixed martial arts competition.

Authors:  Lachlan P James; Sam Robertson; G Gregory Haff; Emma M Beckman; Vincent G Kelly
Journal:  J Sci Med Sport       Date:  2016-08-09       Impact factor: 4.319

9.  The Neuromuscular Qualities of Higher- and Lower-Level Mixed-Martial-Arts Competitors.

Authors:  Lachlan P James; Emma M Beckman; Vincent G Kelly; G Gregory Haff
Journal:  Int J Sports Physiol Perform       Date:  2016-09-15       Impact factor: 4.010

10.  Team and seasonal performance indicator evolution in the ANZ Championship netball league.

Authors:  Lyndell Bruce; Edward R Brooks; Carl T Woods
Journal:  J Sports Sci       Date:  2018-05-10       Impact factor: 3.337

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.