Analysis of the fight-ending chokes in the history of the Ultimate Fighting Championship™ mixed martial arts promotion

Stellpflug, Samuel J.; Menton, William H; LeFevere, Robert C

doi:10.1080/00913847.2020.1866958

Cited by 12 publications

(12 citation statements)

References 17 publications

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“…As a Chinese citizen, we must respect our national image culture wherever we are. Chinese martial arts culture is also a way for the people of the world to understand China [ 7 , 8 ]. A country or even a citizen wants to understand the development process of China, and Chinese martial arts culture is a good representative.…”

Section: Introductionmentioning

confidence: 99%

The Research of Chinese Martial Arts Cross-Media Communication System Based on Deep Neural Network

Tian

Zan

2022

Computational Intelligence and Neuroscience

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The spread of Chinese martial arts is crucial for the world to understand Chinese culture. If only relying on one transmission method, it will lead to the difference of transmission and its lack of certain real time. This will lead to differences in the understanding of Chinese martial arts, which is also not conducive to the spread of Chinese glorious culture. Cross-media communication technology can solve this communication difference problem very well. The deep neural network method was used to fuse relevant features of Chinese martial arts, and it also analyzes the feasibility of neural network technology in cross-media communication. At the same time, this study uses deep neural network to study the timeliness of Chinese martial arts in the process of cross-media communication. The research results show that the convolutional neural network can effectively extract the characteristics of Chinese martial arts and carry out effective dissemination. However, the hybrid convolutional neural network with temporal features has higher accuracy in extracting Chinese martial arts features. This hybrid convolutional neural network is more conducive to the dissemination of Chinese martial arts through cross-media technology, which can ensure its timeliness. The maximum error of deep neural network technology in predicting Chinese martial arts culture is only 2.67%. This part of the error comes from the action characteristics of Chinese martial arts culture, which shows that neural network technology has good feasibility.

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Section: Introductionmentioning

confidence: 99%

The Research of Chinese Martial Arts Cross-Media Communication System Based on Deep Neural Network

Tian

Zan

2022

Computational Intelligence and Neuroscience

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“… 43 In the same series of MMA competitions, which included 5834 fights, 99 (11%) of the 904 fight‐ending chokes were associated with LOC. 43 This rate of LOC is likely greater in elite competitions than in training, but even in training LOC is common enough that > 25% of grapplers reported having been choked to LOC at least once. 10 One third of those surveyed reported having been choked > 500 times.…”

Section: Special Considerationsmentioning

confidence: 99%

“…In elite‐level MMA >15% of fights end due to voluntary submission or LOC from sportive chokes 43 . In the same series of MMA competitions, which included 5834 fights, 99 (11%) of the 904 fight‐ending chokes were associated with LOC 43 . This rate of LOC is likely greater in elite competitions than in training, but even in training LOC is common enough that > 25% of grapplers reported having been choked to LOC at least once 10 .…”

Section: Special Considerationsmentioning

confidence: 99%

“…In combat sports, such as mixed martial arts (MMAs) and Brazilian Jiu Jitsu, neck compression maneuvers, or sportive chokes, are common. In elite‐level MMA >15% of fights end due to voluntary submission or LOC from sportive chokes 43 . In the same series of MMA competitions, which included 5834 fights, 99 (11%) of the 904 fight‐ending chokes were associated with LOC 43 .…”

Section: Special Considerationsmentioning

confidence: 99%

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Approach considerations for the management of strangulation in the emergency department

et al. 2022

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“…The authors found that "keeping distance", "head strike landed", "offensive passes", and "effective takedowns" were the most significant actions related to the probability of victory [76]. More recently, an investigation based on more than 900 successful submissions by UFC athletes found that 15.5% of the fights ended up by strangulation, with the rear naked choke used in 49.1% of those fight finishes, and that 76.2 % of total submissions were used by grappling-style fighters [91,92].…”

Section: Technical and Tactical Analysismentioning

confidence: 99%

Exploratory Systematic Review of Mixed Martial Arts: An Overview of Performance of Importance Factors with over 20,000 Athletes

Bueno

Faro

Lenetsky

et al. 2022

Sports

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This review aimed to analyze the findings in the literature related to Mixed Martial Arts (MMA) through an exploratory systematic review and to present the state of the art from a multifactorial perspective. The review was conducted in accordance with the PRISMA statement, with a search performed in the Scopus, PubMed, and Web of Science databases. Participants were competitive athletes (amateurs or professionals) of regional, national, or international levels. Of the 2763 registries identified, 112 studies met the eligibility criteria. The pooled sample size and age were 20,784 participants, with a mean age of 27.7 ± 6 years for male and 28.9 ± 3 years for female, with the vast majority of athletes being male (94.9%). MMA athletes were 17.2% amateurs, 73.8% professionals, and 9% were not reported. The scientific literature related to MMA reported injuries (n = 28), weight loss (n = 21), technical and tactical analysis (n = 23), physical fitness (n = 8), physiological responses and training characteristics (n = 13), psychobiological parameters (n = 12), and interventions applied to MMA athletes (n = 7). Therefore, this exploratory systematic review presents practitioners and researchers with seven broad summaries of each facet of performance of importance in this population of athletes.

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Analysis of the fight-ending chokes in the history of the Ultimate Fighting Championship™ mixed martial arts promotion

Cited by 12 publications

References 17 publications

The Research of Chinese Martial Arts Cross-Media Communication System Based on Deep Neural Network

The Research of Chinese Martial Arts Cross-Media Communication System Based on Deep Neural Network

Approach considerations for the management of strangulation in the emergency department

Exploratory Systematic Review of Mixed Martial Arts: An Overview of Performance of Importance Factors with over 20,000 Athletes

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