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PROGEN: a genetic-based semi-automatic hypertext construction tool-first steps and experiment

机译:PROGEN:一种基于遗传的半自动超文本构建工具-第一步和实验

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摘要

We present a method and an interactive software to assist in the creation of hypertext links in a text, whatever the topic of the text and the application domain may be. The method follows three steps: 1) preprocessing of the text for its segmentation and its "vectorization", 2) classification of segments of texts using ART, an unsupervised learning neural net, 3) research by genetic algorithm of the best associations between segments of text by using the classification provided in step 2 and the subjective choices expressed interactively by the user. Steps 1 and 2, carried out thanks to CONTERM software, are presented briefly. Step 3, implemented in PROGEN software, is developed and the results of a first experiment are presented. A discussion on the interest and the limits of the method are given in conclusion.
机译:无论文本的主题和应用程序域可能是什么,我们都会提供一种方法和交互式软件来帮助在文本中创建超文本链接。该方法分三个步骤:1)预处理文本以进行文本分割和“矢量化”; 2)使用无监督学习神经网络ART进行文本段分类; 3)通过遗传算法研究文本段之间的最佳关联。通过使用步骤2中提供的分类和用户交互表达的主观选择来显示文本。简要介绍了借助CONTERM软件执行的第1步和第2步。开发了在PROGEN软件中实现的第3步,并介绍了第一个实验的结果。最后讨论了该方法的重要性和局限性。

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