Automatically Categorizing Software Technologies

S. Khan, Wasi Haider Butt
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Abstract

The lack of informal language and software technology standard taxonomy makes it impossible to analyze technology trends on forums and other online sites. Researchers have done an in-depth study of the seven top-notch technology tools and proposed a better automated method to classify software technologies. e.g., Witt uses phrases that describe software tech or concept and put back a wide-ranging class that defines it (i. e., IDE). Furthermore, it defines its function (commercial, PHP). By extension, this method can dynamically compile the list using all technologies of a given type. In a same way working of WordNet, WebIsADb, WiBiTaxonomy, and few other tools is also studied by the researchers. Eventually, they compared these classification methodologies and establish that Witt, once used in software jargon, showed healthier results as compared to all other explanations assessed, lacking a conforming diminution in untrue alarm rates.
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自动分类软件技术
由于缺乏非正式的语言和软件技术标准分类,因此无法分析论坛和其他在线站点上的技术趋势。研究人员对这七种顶尖的技术工具进行了深入的研究,并提出了一种更好的自动化软件技术分类方法。例如,Witt使用描述软件技术或概念的短语,并放回定义它的广泛类(即IDE)。此外,它定义了它的函数(商业,PHP)。通过扩展,该方法可以使用给定类型的所有技术动态编译列表。研究人员也以同样的方式研究了WordNet、WebIsADb、WiBiTaxonomy和其他一些工具。最后,他们比较了这些分类方法,并确定,与所有其他评估的解释相比,曾经在软件术语中使用的Witt显示出更健康的结果,不符合不真实警报率的降低。
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