Suppr超能文献

用于比较动物通讯系统的定量工具:信息论应用于宽吻海豚的口哨声库

Quantitative tools for comparing animal communication systems: information theory applied to bottlenose dolphin whistle repertoires.

作者信息

McCOWAN B, Hanser SF, Doyle LR

机构信息

California Regional Primate Research Center, University of California at Davis

出版信息

Anim Behav. 1999 Feb;57(2):409-419. doi: 10.1006/anbe.1998.1000.

Abstract

Comparative analysis of nonhuman animal communication systems and their complexity, particularly in comparison to human language, has been generally hampered by both a lack of sufficiently extensive data sets and appropriate analytic tools. Information theory measures provide an important quantitative tool for examining and comparing communication systems across species. In this paper we use the original application of information theory, that of statistical examination of a communication system's structure and organization. As an example of the utility of information theory to the analysis of animal communication systems, we applied a series of information theory statistics to a statistically categorized set of bottlenose dolphin Tursiops truncatus, whistle vocalizations. First, we use the first-order entropic relation in a Zipf-type diagram (Zipf 1949 Human Behavior and the Principle of Least Effort) to illustrate the application of temporal statistics as comparative indicators of repertoire complexity, and as possible predictive indicators of acquisition/learning in animal vocal repertoires. Second, we illustrate the need for more extensive temporal data sets when examining the higher entropic orders, indicative of higher levels of internal informational structure, of such vocalizations, which could begin to allow the statistical reconstruction of repertoire organization. Third, we propose using 'communication capacity' as a measure of the degree of temporal structure and complexity of statistical correlation, represented by the values of entropic order, as an objective tool for interspecies comparison of communication complexity. In doing so, we introduce a new comparative measure, the slope of Shannon entropies, and illustrate how it potentially can be used to compare the organizational complexity of vocal repertoires across a diversity of species. Finally, we illustrate the nature and predictive application of these higher-order entropies using a preliminary sample of dolphin whistle vocalizations. The purpose of this preliminary report is to re-examine the original application of information theory to the field of animal communication, illustrate its potential utility as a comparative tool for examining the internal informational structure of animal vocal repertoires and their development, and discuss its relationship to behavioural ecology and evolutionary theory. Copyright 1999 The Association for the Study of Animal Behaviour.

摘要

对非人类动物交流系统及其复杂性进行比较分析,尤其是与人类语言相比时,通常受到缺乏足够广泛的数据集和合适分析工具的阻碍。信息论度量为跨物种研究和比较交流系统提供了重要的定量工具。在本文中,我们使用信息论的原始应用,即对交流系统的结构和组织进行统计检验。作为信息论在动物交流系统分析中的效用示例,我们将一系列信息论统计方法应用于一组经过统计分类的宽吻海豚(Tursiops truncatus)哨声发声。首先,我们在齐普夫型图(齐普夫,1949年《人类行为与最小努力原则》)中使用一阶熵关系,以说明时间统计作为 repertoire 复杂性比较指标以及动物发声 repertoire 中习得/学习的可能预测指标的应用。其次,我们说明在检查此类发声的更高熵阶时需要更广泛的时间数据集,这些更高熵阶表明内部信息结构的更高水平,这可能开始允许对 repertoire 组织进行统计重建。第三,我们提议使用“交流能力”作为时间结构程度和统计相关性复杂性的度量,由熵阶值表示,作为跨物种比较交流复杂性的客观工具。在此过程中,我们引入了一种新的比较度量,即香农熵斜率,并说明它如何有可能用于比较不同物种发声 repertoire 的组织复杂性。最后,我们使用海豚哨声发声的初步样本说明这些高阶熵的性质和预测应用。本初步报告的目的是重新审视信息论在动物交流领域的原始应用,说明其作为检查动物发声 repertoire 及其发展的内部信息结构的比较工具的潜在效用,并讨论其与行为生态学和进化理论的关系。版权所有1999年动物行为研究协会。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验