CAP: Doctoral Consortium for the 2015 Learning Analytics and Knowledge Conference

CAP：2015 年学习分析和知识会议博士联盟

• 批准号: 1523316
• 负责人: Stephanie Teasley
• 金额: $ 1.83万
• 依托单位: Regents of the University of Michigan - Ann Arbor
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2015
• 资助国家: 美国
• 起止时间: 2015-04-01 至 2017-03-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1523316&HistoricalAwards=false
• 关键词: CAP; Doctoral; Consortium; 2015; Learning

Using data analytics has revolutionized many academic disciplines, such as Astrophysics and Biology. In addition, it has changed the commercial world and critical services like healthcare. The field of education research is also beginning this change. The Society for Learning Analytics Research (SoLAR) is a key player in effecting this change. This project will support a Doctoral Consortium at the SoLAR 2015 conference - the 5th Annual International Learning Analytics and Knowledge (LAK) Conference, to be held in Poughkeepsie, NY in March 2015. Participating in the consortium will prepare current doctoral students from the diverse research backgrounds that make up the interdisciplinary field of Learning Analytics (LA), including computer science, information science, psychology, communication, education, artificial intelligence, and cognitive science. It will also allow them to network with each other and with professors and practitioners who are currently engaged in learning analytics research and related work to ensure the continued development of this community. These activities are critical and timely. The upcoming generation of LA researchers will play a vital role in realizing the potential of using data to improve outcomes for elementary, secondary, and post-secondary students in learning, motivation, and perseverance.Learning Analytics is an interdisciplinary field whose goal is to advance and apply knowledge about learning sciences and education to improve all aspects of learning. LA methods include data visualization, data mining, data science, and mixed methods approaches combining qualitative and quantitative methods (e.g., interviews and back-end, clickstream data analysis). Capacity building is a central concern within the LA community. SoLAR has historically addressed these needs, in part, through specialized workshops held in conjunction with the Society's major conference. The Doctoral Consortium workshops host PhD students who are grappling with their dissertation research. This grant provides travel support to US scholars selected through a competitive application process to participate in this event. They present their work for feedback both in the context of workshop, where they receive advice from a panel of expert mentors, and in a poster session in which they interact with the full conference audience. In addition, their work is published in the proceedings of the conference.

使用数据分析已经彻底改变了许多学科，如天体物理学和生物学。此外，它还改变了商业世界和医疗保健等关键服务。教育研究领域也开始了这一变化。学习分析研究协会（SoLAR）是影响这一变化的关键参与者。该项目将在SoLAR 2015会议上支持博士生联盟-第五届年度国际学习分析和知识（LAK）会议，将于2015年3月在纽约州波基普西举行。参与该联盟将为来自不同研究背景的博士生做好准备，这些研究背景构成了学习分析（LA）的跨学科领域，包括计算机科学，信息科学，心理学，通信，教育，人工智能和认知科学。它还将使他们能够相互联系，并与目前从事学习分析研究和相关工作的教授和从业人员建立联系，以确保该社区的持续发展。这些活动是关键和及时的。即将到来的一代洛杉矶研究人员将在实现利用数据改善小学、中学和大专学生学习、动机和毅力成果的潜力方面发挥至关重要的作用。学习分析是一个跨学科领域，其目标是推进和应用有关学习科学和教育的知识，以改善学习的各个方面。LA方法包括数据可视化、数据挖掘、数据科学以及结合定性和定量方法的混合方法（例如，访谈和后端、点击流数据分析）。能力建设是LA社区的核心问题。过去，太阳能生活和娱乐协会一直通过与协会的主要会议同时举办的专门讲习班来满足这些需要。博士联盟研讨会主办博士生谁是与他们的论文研究挣扎。该补助金为通过竞争性申请程序选择参加此次活动的美国学者提供旅行支持。他们在研讨会上介绍自己的工作，征求反馈意见，在研讨会上，他们听取专家导师小组的建议，在海报会议上，他们与全体会议观众互动。此外，他们的工作发表在会议记录中。