Levy Distributions in Foraging Games, Scene Perception, and Semantic Memory

觅食游戏、场景感知和语义记忆中的 Levy 分布

• 批准号: 1031903
• 负责人: Christopher Kello
• 金额: $ 31.7万
• 依托单位: University of California - Merced
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2010
• 资助国家: 美国
• 起止时间: 2010-09-15 至 2014-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1031903&HistoricalAwards=false
• 关键词: Levy; Distributions; Foraging; Games; Scene

All mobile organisms spend much of their lives searching for something, be it food, water, shelter, or others of their kind. Searching uses perception, memory, cognition, and action. It can occur over vast landscapes and periods of time, as in whale migration behaviors. It can occur in under a second on the basis of fleeting bits of sensory evidence, as in frogs searching their visual fields for flies. And it occurs on all scales in between, across organisms but also across different behaviors of a given organism. Human search is especially diverse in this regard because human searches range from subatomic to human to cosmic scales of exploration.With support from the National Science Foundation, Dr. Christopher Kello is leading a team of researchers at the University of California, Merced, in the study of human search behaviors in three very different but complementary domains: Foraging over large virtual spaces, visual searches over scenes and movies, and memory searches over words and concepts. The generality and evolutionary importance of search suggests that search functions may share common principles across scales and domains. Evidence for this conjecture has been found in "Levy distributions" that describe the frequencies with which segments of different lengths occur in search paths. These frequencies are observed to obey a common scaling law across a wide range of different search behaviors but current evidence is not sufficient to determine the meaning of this law.With mentorship from three faculty members in Cognitive and Information Sciences, undergraduate and graduate students and a postdoctoral fellow will collaborate on experiments and computational models in each of the three domains of interest, in a unique and highly interdisciplinary education and research experience.

所有的移动的生物都在寻找某种东西，无论是食物、水、住所还是其他同类。 搜索使用感知、记忆、认知和行动。 它可以发生在广阔的景观和时间段，如鲸鱼迁移行为。 它可以在一秒钟内发生，基于短暂的感官证据，就像青蛙在视野中寻找苍蝇一样。 它发生在所有的尺度上，在生物体之间，也在给定生物体的不同行为之间。 人类搜索在这方面尤其多样化，因为人类搜索的范围从亚原子到人类到宇宙尺度的探索。在美国国家科学基金会的支持下，Christopher Kello博士领导着加州大学默塞德的一个研究团队，在三个非常不同但互补的领域研究人类搜索行为：在大型虚拟空间中搜索，在场景和电影中进行视觉搜索，在单词和概念中进行记忆搜索。 搜索的普遍性和进化的重要性表明，搜索功能可能会在不同的尺度和领域中共享共同的原则。 这一猜想的证据已经在“列维分布”中找到，该分布描述了不同长度的片段在搜索路径中出现的频率。 这些频率被观察到在广泛的不同搜索行为中遵循一个共同的比例定律，但目前的证据不足以确定这个定律的含义。在认知和信息科学的三位教师的指导下，本科生和研究生以及博士后研究员将在三个感兴趣的领域中的每一个领域合作进行实验和计算模型，在一个独特的和高度跨学科的教育和研究经验。