论文标题
对用单词(CWW)方法进行计算的温和介绍和调查
A Gentle Introduction and Survey on Computing with Words (CWW) Methodologies
论文作者
论文摘要
人类具有使用语言信息(LI)的固有能力,即使它含糊不清和不精确。提出用单词(CWW)计算来授予人类这种能力的计算系统。从各种CWW方法论的许多出版物中可以明显看出对CWW领域的兴趣。这些方法使用不同的方法来建模LI的语义。但是,据我们所知,有关这些方法论的文献大多是分散的,并没有为感兴趣的研究人员提供有关这些方法的概念和实用性的全面但温和的指南。因此,为了介绍基础和最先进的CWW方法论,我们以一种简洁但易于理解的方式提供了简洁但广泛的覆盖范围。我们认为,我们对CWW方法的高质量审查和介绍的简单性对于研究人员来说非常有用,尤其是那些首次开始使用CWW的研究者。我们还提供了未来的研究指示,以为有兴趣和积极进取的研究人员提供基础。
Human beings have an inherent capability to use linguistic information (LI) seamlessly even though it is vague and imprecise. Computing with Words (CWW) was proposed to impart computing systems with this capability of human beings. The interest in the field of CWW is evident from a number of publications on various CWW methodologies. These methodologies use different ways to model the semantics of the LI. However, to the best of our knowledge, the literature on these methodologies is mostly scattered and does not give an interested researcher a comprehensive but gentle guide about the notion and utility of these methodologies. Hence, to introduce the foundations and state-of-the-art CWW methodologies, we provide a concise but a wide-ranging coverage of them in a simple and easy to understand manner. We feel that the simplicity with which we give a high-quality review and introduction to the CWW methodologies is very useful for investigators, especially those embarking on the use of CWW for the first time. We also provide future research directions to build upon for the interested and motivated researchers.