Workshop on Ontology Learning for Behavioral Knowledge Embeddedness

行为知识嵌入本体学习研讨会

• 批准号: 1612580
• 负责人: Kai Larsen
• 金额: $ 4.9万
• 依托单位: University of Colorado at Boulder
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2016
• 资助国家: 美国
• 起止时间: 2016-07-01 至 2018-06-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1612580&HistoricalAwards=false
• 关键词: Workshop; Ontology; Learning; Behavioral; Knowledge

Title: IIS: Workshop on Ontology Learning for Behavioral Knowledge EmbeddednessPI: Kai Larsen The Workshop on Ontology Learning for Behavioral Knowledge Embeddedness is designed to bring together experts in natural language technologies, computer and behavioral science to develop semantic ontology using two methods: 1) an initial data extraction of relationships between theories and constructs using natural language technologies; and 2) bringing together a multidisciplinary team to clarify the conceptualizations. Such an ontology can be used to clarify the conceptualizations and vocabulary that underlie knowledge and allow the field to grow on a shared vocabulary. The workshop will yield a transdisciplinary knowledge base that will enable researchers to better search, integrate, and understand past behavioral research. Current research in behavior relies on a plethora of theories and constructs. Past research has suggested that there is significant overlap in these terms and that analysis of extant behavioral theories may provide a much-needed ontology of behavioral knowledge-embeddedness and -integration, itself the necessary requirement to clarify the structure of knowledge within the large set of behavioral theories in existence. Without such an ontology, clarifying the conceptualizations and vocabulary that underlie knowledge is not possible. Beyond developing an ontology, a transdisciplinary knowledge base will enable researchers to better utilize past research. The major goals of this proposed workshop are to 1) evaluate the current state of disparate ontological foundations for behavioral theory efforts, 2) facilitate the development of shared understanding of ontology development and learning from experts in the fields of natural language processing, visualization, and computational ontologies, and 3) advance the rigor of theory-integrative work towards ontology-worthy efforts.

标题：IIS：行为知识嵌入的本体学习研讨会PI：KAI Larsen行为知识嵌入的本体学习研讨会旨在聚集自然语言技术、计算机和行为科学的专家，使用两种方法开发语义本体：1)使用自然语言技术对理论和结构之间的关系进行初始数据提取；以及2)聚集一个多学科团队来澄清概念化。这样的本体论可以用来澄清作为知识基础的概念化和词汇，并允许该领域在共享词汇的基础上发展。研讨会将产生一个跨学科的知识库，使研究人员能够更好地搜索、整合和理解过去的行为研究。目前对行为的研究依赖于过多的理论和构造。过去的研究表明，这些术语之间存在着显著的重叠，对现有行为理论的分析可能会提供一个亟需的行为知识本体论--嵌入性和整合性，这本身就是澄清现有行为理论中的知识结构的必要要求。没有这样的本体论，澄清知识背后的概念化和词汇是不可能的。除了开发本体论之外，跨学科知识库将使研究人员能够更好地利用过去的研究。这个拟议的研讨会的主要目标是1)评估行为理论工作的不同本体论基础的现状，2)促进对本体论发展的共同理解的发展以及从自然语言处理、可视化和计算本体论领域的专家那里学习，以及3)将理论集成工作的严谨性推向有本体论价值的工作。