{"title":"Generic Pattern of Life and behaviour analysis","authors":"Rachel Craddock, Doug Watson, W. Saunders","doi":"10.1109/COGSIMA.2016.7497803","DOIUrl":null,"url":null,"abstract":"Despite being widely used within the field of intelligence generation, there is no formal definition for the concept of Pattern of Life (PoL). PoL analysis is applicable to the behaviours of human and non-human entities in a wide range of applications. Currently, humans generate PoL intelligence manually and this is a time consuming task, often leading to humans being overloaded with data. This paper reviews the field and defines a set of generic PoL concepts that provide a consistent set of terminology for use in PoL based research. A generic PoL processing scheme is proposed which can be the basis of systems that will automatically produce PoL intelligence from heterogeneous data, ready for further exploitation by the human operator.","PeriodicalId":194697,"journal":{"name":"2016 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COGSIMA.2016.7497803","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 14
Abstract
Despite being widely used within the field of intelligence generation, there is no formal definition for the concept of Pattern of Life (PoL). PoL analysis is applicable to the behaviours of human and non-human entities in a wide range of applications. Currently, humans generate PoL intelligence manually and this is a time consuming task, often leading to humans being overloaded with data. This paper reviews the field and defines a set of generic PoL concepts that provide a consistent set of terminology for use in PoL based research. A generic PoL processing scheme is proposed which can be the basis of systems that will automatically produce PoL intelligence from heterogeneous data, ready for further exploitation by the human operator.
尽管生命模式(Pattern of Life, PoL)的概念在智能生成领域得到了广泛的应用,但目前还没有一个正式的定义。PoL分析在广泛的应用中适用于人类和非人类实体的行为。目前,人类手动生成PoL智能,这是一项耗时的任务,经常导致人类超负荷处理数据。本文回顾了该领域并定义了一组通用的PoL概念,为基于PoL的研究提供了一组一致的术语。提出了一种通用的PoL处理方案,该方案可以作为系统的基础,从异构数据中自动产生PoL智能,为人类操作员的进一步开发做好准备。