Comparative Classification Performance Evaluation of Various Deep Learning Techniques for Sentiment Analysis

Tiwari, Raj Gaurang; Misra, Alok; Ujjwal, Neha

doi:10.1109/icsc56524.2022.10009471

Cited by 11 publications

(1 citation statement)

References 26 publications

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“…The data consists of the strike rate of individual batters in international men's T20 cricket matches played between February 17, 2005, and October 25, 2022. The data was collected using a web scraping tool based on R programming (Tiwari et al, 2021(Tiwari et al, , 2022. The data includes only those innings where the batter scored at least 25 runs.…”

Section: Datamentioning

confidence: 99%

To attract viewers based on batting strike rate: an analysis of men’s international Twenty20 cricket

Singh,

Sarangi

2024

SBM

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PurposeThis study explores match related factors and their impact on the batting strike rate in Twenty20 cricket – an aspect which can generate excitement and fan engagement in cricket matches.Design/methodology/approachData was collected from www.cricinfo.com using a web scraping tool based on R programming from February 17, 2005, to October 25, 2022, numbering 4,221 men’s Twenty20 international innings featuring 41 national teams that had taken place in 85 venues across 11 countries of play. Hypothesis testing was conducted using one-way ANOVA.FindingsThe findings indicate that batters score faster in the first inning of a match, and mean strike rates also vary significantly based on the country of play. Further, the study analyses the top performing national sides, venues and country of play in terms of mean batting strike rate, thus providing insights to cricket boards, international regulating bodies of cricket, sponsors, media companies and coaching staff for better decision-making based on batting strike rate.Originality/valueThe originality of the study lies in its focus on using non-marketing strategies to increase fan engagement. Further, this study is the first one to examine different venues from the perspective of batting strike rate in men’s Twenty20 international matches.

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Section: Datamentioning

confidence: 99%