论文标题
群分析：设计信息标记以表征牧羊人的群体系统
Swarm Analytics: Designing Information Markers to Characterise Swarm Systems in Shepherding Contexts
论文作者
论文摘要
当代群指标通常是孤立使用的，专注于在个人或集体层面上提取信息。因此，这些人很少集成以推断群，其成员以及其整体集体动态的顶级操作图片。本文的主要贡献是将有关群体的一系列指标组织成本体论的信息标记集合，以从外部观察者\ Textemdash（识别剂）的角度来表征群体。我们的贡献表明了我们瓷砖分析的新研究领域的基础，其主要关注的是群集标记的设计和组织，以理解，检测，识别，跟踪和学习有关群体系统的特定见解。我们介绍了我们设计的信息标记框架，这些框架为群体研究提供了新的途径，尤其是对于异质和认知群，可能需要更高级的能力来检测机构并分类代理的影响和反应。
Contemporary swarm indicators are often used in isolation, focused on extracting information at the individual or collective levels. Consequently, these are seldom integrated to infer a top-level operating picture of the swarm, its members, and its overall collective dynamics. The primary contribution of this paper is to organise a suite of indicators about swarms into an ontologically-arranged collection of information markers to characterise the swarm from the perspective of an external observer\textemdash, a recognition agent. Our contribution shows the foundations for a new area of research that we tile swarm analytics, whose primary concern is with the design and organisation of collections of swarm markers to understand, detect, recognise, track, and learn a particular insight about a swarm system. We present our designed framework of information markers that offer a new avenue for swarm research, especially for heterogeneous and cognitive swarms that may require more advanced capabilities to detect agencies and categorise agent influences and responses.
