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Behavior Analysis in Go Games of Real-world Professional and Online Amateurs

机译：现实世界中的职业和在线业余玩家围棋游戏中的行为分析

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Go game is considered as the most complex intellectual game which challenges the brainpower of human beings, which, not like chess, has not been conquered by manned super computer yet up to the present. The fundamental question in Go game is how to understand the strategy of Go game players, thus as a basic step toward the understanding of Go game, we collect a large amount of Go game data from real-world professional and Internet amateur matches and investigate the behavior of playing Go games, including the distribution of total step number in one match and the stone distribution on the two dimensional board at different stage of games. Our analysis reveals the vital difference between professional and amateur players, both in steps distribution and stone distribution which might be important for designing intelligent algorithms and strategies in Go games. In addition, we also find the slight difference among professional masters in China, Japan and Korea, which might be caused by difference culture Go culture.
机译：围棋游戏被认为是最复杂的智力游戏，它挑战着人类的脑力，与国际象棋不同，到目前为止，还没有有人值守的超级计算机所征服。 Go游戏的基本问题是如何理解Go游戏玩家的策略，因此，作为了解Go游戏的基本步骤，我们从现实世界的专业比赛和互联网业余比赛中收集了大量Go游戏数据，并调查了进行围棋游戏的行为，包括一场比赛中总步数的分布以及游戏不同阶段在二维板上的石块分布。我们的分析揭示了职业玩家和业余玩家之间在步伐分布和石头分布方面的重大差异，这对于设计围棋游戏中的智能算法和策略可能很重要。此外，我们还发现中国，日本和韩国的专业大师之间存在细微的差异，这可能是由于Go文化的差异所致。

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