New performance measure in Cricket

Shah, Parag

doi:10.9790/6737-04032830

Cited by 14 publications

(11 citation statements)

References 1 publication

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Many features affect the bowling strength of a team. The essential features are applied to compute the accurate bowling strength of a team in (4).…”

Section: Proposed Methods 1) Region-wise Team 'Strengthmentioning

confidence: 99%

“…Research has identified a limited material set of references regarding region-wise and a unified team"s strength; however, a comprehensive review revealed the following. The author developed a new performance measure to quantify the performance of the players [4]. A player scoring runs against a strong bowling lineup or taking wickets against the strong batting lineup deserves more credit.…”

Section: Related Workmentioning

confidence: 99%

See 1 more Smart Citation

Region-wise Ranking for One-Day International (ODI) Cricket Teams

Hussain¹,

Qiang²,

Bilal³

et al. 2019

IJACSA

View full text Add to dashboard Cite

In cricket, the region plays a significant role in ranking teams. The International Cricket Council (ICC) uses an ad-hoc points system to rank cricket teams, which entirely based on the number of wins and losses a match. The ICC ignores the strength and weaknesses of the team across the region. Even though the relative accuracy in the ad-hoc ranking is high, but they do not provide a clearly defined method of ranking. We proposed Region-wise Team Rank (RTR) and a Region-wise Weighted Team Rank (RWTR) to rank cricket teams. The intuition is to get more points to a team that wins a match from a stronger team as compared to a team that wins against a weaker team & vice versa. The proposed method considers not only the number of region-wise wins and losses but also incorporates the region-wise strength and weakness of a team while assigning them the ranking score. In conclusion, the ranking list of the teams compares to the ICC official ranking.

show abstract

“…Many features affect the bowling strength of a team. The essential features are applied to compute the accurate bowling strength of a team in (4).…”

Section: Proposed Methods 1) Region-wise Team 'Strengthmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

Region-wise Ranking for One-Day International (ODI) Cricket Teams

Hussain¹,

Qiang²,

Bilal³

et al. 2019

IJACSA

View full text Add to dashboard Cite

show abstract

“…Lakkaraju and Sethi defined a Saber-metrics style principle to analyze the batting performance in cricket sports [10]. Shah Parag has defined a new measure for the players facing the quality opposition [16]. The author modeled the players' batting and bowling datasets and features to predict an accurate run scored and wickets were taken using classification algorithms [20].…”

Section: Literature Reviewmentioning

confidence: 99%

A Region-Based and a Unified Team’s Strength in the Game of Cricket Using Principal Component Analysis (PCA)

Hussain

Qiang

2020

Communications in Computer and Information Science

View full text Add to dashboard Cite

In sports, one of the primary measures for assessing the performance of a team is their team's strength. The "team's strength" is the combination of various factors of a team such as batting, bowling and fielding strengths. In cricket, it is significant to measure the strengths of the teams across the region/venue because every region has different playing condition which affects their performance. The selectors should be aware of their team's strength against the opposite team from the visiting region so that the team's management, the coach and the captain select a strong combination from his team. A lot of research has done for player's performance measurement, team's selection, team's ranking, etc. but there is no research done in finding the strength of a team across the region. In this paper, we computed the Region-based Team's Strength (RTS) and a Unified Team's Strength (UTS) based on several parameters of a team using Principal Component Analysis (PCA). In addition, we also used the Weighted Average System (WAS) to compute the region-based team's strength. The intuition is to distinguish a stronger and a weaker team across the region. The results show that the proposed method provides quite promising insights into a region-based and a unified team's strength in cricket sports.

show abstract

“…There are limited articles found related to region-wise teams 'ranking; however, a comprehensive review revealed the following. The author developed a new performance measure to quantify the performance of the players [2]. Scoring runs against a strong bowling lineup or taking wickets against the strong batting lineup deserves more credit to a player.…”

Section: Related Workmentioning

confidence: 99%

Region-based Teams Ranking in the Game of Cricket using PageRank Algorithm

Hussain¹,

Yan²,

Abdul³

et al. 2019

IJCA

View full text Add to dashboard Cite

Cricket sport is a favorite source of entertainment in commonwealth countries. Traditionally in cricket, the performance of the team measures after winning or losing a match. The international cricket council (ICC) is a governing body that ranks cricket teams globally without considering the strength and weakness of the region. Region-based team's strength and weakness is an essential factor for the teams' selection. In this paper, we proposed the Region-wise Team Rank (RWTR), an extension of the PageRank algorithm to rank cricket teams across the region. The intuition is to get more points to a team that wins a match from a stronger. The proposed ranking reflects more the flow of the game compared to the traditional ranking.

show abstract

New performance measure in Cricket

Abstract: Measuring individual performance of players in Cricket is

Cited by 14 publications

References 1 publication

Region-wise Ranking for One-Day International (ODI) Cricket Teams

Region-wise Ranking for One-Day International (ODI) Cricket Teams

A Region-Based and a Unified Team’s Strength in the Game of Cricket Using Principal Component Analysis (PCA)

Region-based Teams Ranking in the Game of Cricket using PageRank Algorithm

Contact Info

Product

Resources

About