Automated Event Recognition for Football Commentary Generation

Automated Event Recognition for Football Commentary Generation
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用于生成足球评论的自动事件识别

DOI:
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发表时间:
2010
期刊:
Int. J. Gaming Comput. Mediat. Simulations
影响因子:
--
通讯作者:
D. Kudenko
D. Kudenko
中科院分区:
--
文献类型:
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作者:
Maliang Zheng;D. Kudenko

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许多游戏的乐趣可以通过游戏中的评论来增强。以Championship Manager为例,研究了足球比赛解说词的自动生成。这种方法的基础是将游戏状态实时映射到评论概念,例如“A队的危险情况”。虽然在某些情况下,通过手工编码来提供这样的映射是可行的,但在某些情况下,它并不直接,因为概念的含义不能容易地形式化。在这些情况下,作者建议使用归纳学习技术,从注释的游戏轨迹中学习这样的映射。
The enjoyment of many games can be enhanced by in-game commentaries. In this paper, the authors focus on the automatic generation of commentaries for football games, using Championship Manager as a case study. The basis of this approach is a real-time mapping of game states to commentary concepts, such as "dangerous situation for team A". While in some cases it is feasible to provide such a mapping by hand-coding, in some cases it is not straight-forward because the meaning of the concepts cannot be easily formalized. In these cases, the authors propose to use inductive learning techniques that learn such a mapping from annotated game traces.
DOI: --
发表时间: --
期刊: Advanced Materials
影响因子: 29.4
作者:
F. Azuaje
通讯作者: F. Azuaje