论文标题
新闻文章以在线方式构建自动故事构建
Automatic Story Construction from News Articles in an Online Fashion
论文作者
论文摘要
本文提出了一种新颖的故事构建系统，以在线方式跟踪故事的演变。提出的系统使用一种新颖的滑动窗口解决方案，名为Inching窗口，从而可以在即时处理每个新数据元素。要以快速和记忆有效的方式将新的数据元素分配到社区中，我们将应用louvain方法的模块化最大化思想。作为实验验证的一部分，我们逐步构造有意义的新闻故事，并通过一组可视化来支持此案。
This paper presents a novel story construction system to track the evolution of stories in an online fashion. The proposed system uses a novel sliding window solution, named Inching Window, allowing the processing of each new data element on-the-fly. To assign a new data element into a community in a fast and memory-efficient manner, we apply the modularity maximization idea of Louvain method on-the-fly. As part of the experimental validation, we provide step by step construction of a meaningful news story and support the case with a set of visualizations.
