论文标题
与概念空间的语义交流
Semantic Communication with Conceptual Spaces
论文作者
论文摘要
尽管Shannon和Weaver的数学交流理论是在70年前发表的，但所有通信系统仍在该理论中定义的三个层次中的第一个：技术层面。在这封信中，我们认为向语义层面的过渡体现了通信技术发展的自然，重要一步。此外，我们提出了一种使用概念空间和功能压缩的新型方法来进行工程语义交流。我们介绍了一种使用这种方法的语义通信模型，并模拟了图像语义的通信，证明速率降低了99.79％。
Despite the fact that Shannon and Weaver's Mathematical Theory of Communication was published over 70 years ago, all communication systems continue to operate at the first of three levels defined in this theory: the technical level. In this letter, we argue that a transition to the semantic level embodies a natural, important step in the evolution of communication technologies. Furthermore, we propose a novel approach to engineering semantic communication using conceptual spaces and functional compression. We introduce a model of semantic communication utilizing this approach, and simulate communication of image semantics demonstrating a 99.79% reduction in rate.
