基于分类器诱导语义空间的电子讨论分析

LDV Forum Pub Date : 2007-07-01 DOI:10.21248/jlcl.22.2007.87
Edda Leopold, J. Kindermann, G. Paass
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引用次数: 0

摘要

我们使用分类器诱导语义空间和自组织地图对电子讨论平台的贡献进行分类。分析这些贡献可以洞察沟通过程的本质,使其更容易理解,并使最终的决策更透明。此外,它还可以作为监视通信结构如何随时间演变的基础。我们在一个关于德国柏林亚历山大广场的城市规划项目的公共讨论中评估了我们的方法。所提出的技术不仅产生与结构和监视计算机中介通信相关的高级特性,而且还提供了对特定文档对于特定类别的典型程度的洞察。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of E-Discussions Using Classifier Induced Semantic Spaces
We categorise contributions to an e-discussion platform using Classifier Induced Semantic Spaces and Self-Organising Maps. Analysing the contributions delivers insight into the nature of the communication process, makes it more comprehensible and renders the resulting decisions more transparent. Additionally, it can serve as a basis to monitor how the structure of the communication evolves over time. We evaluate our approach on a public ediscussion about an urban planning project, the Berlin Alexanderplatz, Germany. The proposed technique does not only produce high-level-features relevant to structure and monitor computer mediated communication, but also provides insight into how typical a particular document is for a specific category.
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