SBIR Phase I: The Teacher Practice Feedback Tool- real-time information for teachers who want to measure and improve their talk time, wait time, and question-asking skills.
SBIR 第一阶段:教师实践反馈工具 - 为想要衡量和提高谈话时间、等待时间和提问技巧的教师提供实时信息。
基本信息
- 批准号:1621507
- 负责人:
- 金额:$ 20.32万
- 依托单位:
- 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 2016-12-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
This SBIR Phase I project seeks to improve teaching by providing teachers with real-time, personalized feedback. Most teachers receive little regular, actionable feedback about their teaching to help them improve. Questions and discussions are the currency of great teachers, especially as teachers help students develop critical thinking, collaboration, communications and creativity skills, those skills in highest demand for careers in science, technology, engineering and math. This project is to design, develop, test and refine a mobile app that provides powerful, real-time instructional data for teachers at all grade levels and subject areas.Through the automatic analysis of questions and discussion, teachers will have access to useful data about communication in their classrooms to help them continuously improve instruction. This project is designed to help teachers incorporate more inquiry-based instruction methods into their teaching practice. Inquiry is a research-based approach to increasing student competencies. The intended outcomes for using this application are for teachers to talk less and ask more questions, to allow sufficient wait time before calling on students, and for teachers to incorporate more and higher-level questioning into their teaching. The technology can be sold to directly teachers at schools and universities throughout the United States on a subscription basis, enabling teachers to control their own data and decide how it is used, as well as ensuring that the tool is used for improvement, rather than for evaluative purposes. The technology being developed for this project builds upon recent advancements in natural language processing and voice analysis. This project uses machine learning and algorithms to develop a user-friendly app that analyzes teacher voice data around four key data points: talk time, wait time, question level (higher-order and lower-order questions based on a proprietary taxonomy), and question frequency. The objective of this project is to design, test and refine the first version of the app, to be used on an iPhone using an external microphone. Teachers representing various grade levels, subject areas, levels of experience, and voice characteristics will pilot this technology and provide feedback to inform development. This project will employ research methodologies such as pre and post surveys, observations, interviews, and think-aloud sessions, to inform usability and feasibility.
SBIR第一阶段项目旨在通过为教师提供实时,个性化的反馈来改善教学。大多数教师很少收到关于他们教学的定期的、可操作的反馈,以帮助他们改进。问题和讨论是伟大的教师的货币,特别是当教师帮助学生发展批判性思维,协作,沟通和创造力技能,这些技能在科学,技术,工程和数学的职业生涯中的最高需求。这个项目是设计,开发,测试和完善一个移动的应用程序,提供强大的,为所有年级和学科领域的教师提供实时教学数据。通过对问题和讨论的自动分析,教师将可以访问有关课堂沟通的有用数据,以帮助他们不断改进教学。该项目旨在帮助教师将更多基于探究的教学方法融入到他们的教学实践中。探究是一种以研究为基础的方法,以提高学生的能力。使用这一应用程序的预期结果是教师少说话,多提问,让学生有足够的等待时间,并让教师将更多和更高层次的提问纳入教学。该技术可以以订阅的方式直接出售给美国各地学校和大学的教师,使教师能够控制自己的数据并决定如何使用,并确保该工具用于改进,而不是用于评估目的。 该项目正在开发的技术建立在自然语言处理和语音分析的最新进展之上。该项目使用机器学习和算法开发一个用户友好的应用程序,该应用程序围绕四个关键数据点分析教师语音数据:通话时间、等待时间、问题级别(基于专有分类法的高阶和低阶问题)和问题频率。这个项目的目标是设计,测试和完善应用程序的第一个版本,将在使用外部麦克风的iPhone上使用。代表不同年级、学科领域、经验水平和声音特征的教师将试用这项技术,并提供反馈,为发展提供信息。该项目将采用研究方法,如前后调查,观察,访谈和有声思维会议,以告知可用性和可行性。
项目成果
期刊论文数量(0)
专著数量(0)
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会议论文数量(0)
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Amy Spinelli其他文献
Amy Spinelli的其他文献
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{{ truncateString('Amy Spinelli', 18)}}的其他基金
SBIR Phase I: Cloud-Based Voice Analysis and Machine Learning to Improve Teaching with Data
SBIR 第一阶段:基于云的语音分析和机器学习,以改善数据教学
- 批准号:
1818978 - 财政年份:2018
- 资助金额:
$ 20.32万 - 项目类别:
Standard Grant
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