BPCoach: Exploring Hero Drafting in Professional MOBA Tournaments via Visual Analytics

doi:10.1145/3637303

	BPCoach: Exploring Hero Drafting in Professional MOBA Tournaments via Visual Analytics
	Liu Shiyi; Ma Ruofei; Li Zhenbang; Zhao Chuyi; Xiao Jianpeng; Li Quan
	2024
发表期刊	CSCW2024
ISSN	000000
EISSN	2573-0142
卷号	8 期号:CSCW1
发表状态	已发表
DOI	10.1145/3637303
摘要	Hero drafting for multiplayer online arena (MOBA) games is crucial because drafting directly affects the outcome of a match. Both sides take turns to 'ban'/'pick' a hero from a roster of approximately 100 heroes to assemble their drafting. In professional tournaments, the process becomes more complex as teams are not allowed to pick heroes used in the previous rounds with the 'best-of-N' rule. Additionally, human factors including the team's familiarity with drafting and play styles are overlooked by previous studies. Meanwhile, the huge impact of patch iteration on drafting strengths in the professional tournament is of concern. To this end, we propose a visual analytics system, BPCoach, to facilitate hero drafting planning by comparing various drafting through recommendations and predictions and distilling relevant human and in-game factors. Two case studies, expert feedback, and a user study suggest that BPCoach helps determine hero drafting in a rounded and efficient manner. © 2023 Copyright held by the owner/author(s).
关键词	Human engineering Interactive computer graphics Professional aspects Case-studies Expert feedback Hero drafting MOBA Monte-carlo tree search Multiplayers Tree-search User study Visual analytics Visual analytics systems
收录类别	EI
语种	英语
出版者	Association for Computing Machinery
EI入藏号	20242116125887
EI主题词	Visualization
EI分类号	461.4 Ergonomics and Human Factors Engineering ; 723.5 Computer Applications ; 901.1 Engineering Professional Aspects
原始文献类型	Journal article (JA)
文献类型	期刊论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/329085
专题	信息科学与技术学院_硕士生信息科学与技术学院_PI研究组_李权组
通讯作者	Li Quan
推荐引用方式 GB/T 7714	Liu Shiyi,Ma Ruofei,Li Zhenbang,et al. BPCoach: Exploring Hero Drafting in Professional MOBA Tournaments via Visual Analytics[J]. CSCW2024,2024,8(CSCW1).
APA	Liu Shiyi,Ma Ruofei,Li Zhenbang,Zhao Chuyi,Xiao Jianpeng,&Li Quan.(2024).BPCoach: Exploring Hero Drafting in Professional MOBA Tournaments via Visual Analytics.CSCW2024,8(CSCW1).
MLA	Liu Shiyi,et al."BPCoach: Exploring Hero Drafting in Professional MOBA Tournaments via Visual Analytics".CSCW2024 8.CSCW1(2024).