Collaborative Research: An Interactive Undergraduate Data Mining Course with Industrial-Strength Projects
协作研究:具有工业强度项目的交互式本科数据挖掘课程
基本信息
- 批准号:0737408
- 负责人:
- 金额:$ 6.8万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2008
- 资助国家:美国
- 起止时间:2008-04-01 至 2012-03-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
Computer Science (31) This collaborative project involves the integration of the undergraduate data mining course with real-world applications closely directed by domain experts. The objectives of this project are to promote data mining skills essential to problem solving, to apply data mining techniques to real-world applications, and to establish vehicles and approaches to increase student retention in the course. The objectives are accomplished in several ways: (1) designing a pre-assessment instrument measuring student knowledge of data mining and on-line tutorials; (2) adapting course materials that will enhance problem solving skills through reflection, critique, and exercises; (3) developing interactive and animated courseware to help undergraduate students understand the harder concepts and algorithms; and (4) using a continuous evaluation process that addresses not only student achievement but enrollment retention. Broader impacts include the establishment and widespread dissemination of a curriculum model for effective adoption of data mining courseware by computing programs nationwide.
计算机科学(31)这个合作项目涉及到由领域专家密切指导的本科数据挖掘课程与现实世界的应用程序的整合。这个项目的目标是促进数据挖掘技能必不可少的解决问题,应用数据挖掘技术在现实世界中的应用,并建立车辆和方法,以增加学生在课程中的保留。目标是通过以下几种方式实现的:(1)设计一个预评估工具来测量学生的数据挖掘知识和在线教程;(2)调整课程材料,通过反思,批判和练习来提高解决问题的能力;(3)开发交互式和动画课件,以帮助本科生理解更难的概念和算法;以及(4)使用一个持续的评估过程,不仅解决学生的成绩,但注册保留。更广泛的影响包括建立和广泛传播的课程模型,有效地通过全国范围内的计算程序的数据挖掘课件。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Ping Chen其他文献
Interactive Visualization of Large High-Dimensional Datasets
大型高维数据集的交互式可视化
- DOI:
- 发表时间:
2009 - 期刊:
- 影响因子:0
- 作者:
Wei Ding;Ping Chen - 通讯作者:
Ping Chen
[Detection of aspiration of nasopharyngeal secretion and the relationship between the aspiration of nasopharyngeal secretion and the incidence of pneumonia].
鼻咽分泌物误吸检测及鼻咽分泌物误吸与肺炎发病的关系[J].
- DOI:
10.3760/cma.j.issn.1001-0939.2015.07.010 - 发表时间:
2015 - 期刊:
- 影响因子:0
- 作者:
Ni Liu;Zeguang Zheng;Ping Chen;P. Hou;Xinni Wang;Hongyi Li;Rongchang Chen - 通讯作者:
Rongchang Chen
Dynamic Magnetic Properties of Electrospun NiZn Spinel Ferrite Nanofibers
电纺镍锌尖晶石铁氧体纳米纤维的动态磁性能
- DOI:
10.1109/tmag.2014.2325711 - 发表时间:
2014 - 期刊:
- 影响因子:2.1
- 作者:
Ping Chen;Ruixin Wu;J. Xiao - 通讯作者:
J. Xiao
α-hydroxyamide derived aminodiols as potent inhibitors of hiv protease
α-羟基酰胺衍生的氨基二醇作为艾滋病毒蛋白酶的有效抑制剂
- DOI:
10.1016/0960-894x(95)00293-3 - 发表时间:
1995 - 期刊:
- 影响因子:0
- 作者:
Saleem Ahmad;A. Ashfaq;M. Alam;G. Bisacchi;Ping Chen;P. Cheng;J. Greytok;M. Hermsmeier;P. Lin;Karen A. Lis;Z. Merchant;Toomas Mitt;M. Skoog;S. Spergel;J. Tino;G. Vite;R. Colonno;R. Zahler;J. Barrish - 通讯作者:
J. Barrish
Suppression of V-pits formation in InGaN layer by stepped growth with annealing interval
通过退火间隔阶梯生长抑制 InGaN 层中 V 坑的形成
- DOI:
10.1016/j.surfin.2021.101691 - 发表时间:
2022-02 - 期刊:
- 影响因子:6.2
- 作者:
Feng Liang;Degang Zhao;Zongshun Liu;Ping Chen;Jing Yang - 通讯作者:
Jing Yang
Ping Chen的其他文献
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{{ truncateString('Ping Chen', 18)}}的其他基金
Collaborative Research: EAGER: Deep Learning-based Multimodal Analysis of Sleep
合作研究:EAGER:基于深度学习的睡眠多模态分析
- 批准号:
2334665 - 财政年份:2023
- 资助金额:
$ 6.8万 - 项目类别:
Standard Grant
III: Small: Collaborative Research: Study of Neural Architectural Components in Physics-Informed Deep Neural Networks for Extreme Flood Prediction
III:小型:协作研究:用于极端洪水预测的物理信息深度神经网络中的神经架构组件研究
- 批准号:
2008202 - 财政年份:2020
- 资助金额:
$ 6.8万 - 项目类别:
Continuing Grant
III: Small: EAGER: Representation Learning of Connotation and Denotation Knowledge for Atomic Information Units
III:小:EAGER:原子信息单元的内涵和外延知识的表示学习
- 批准号:
1914489 - 财政年份:2019
- 资助金额:
$ 6.8万 - 项目类别:
Standard Grant
Supporting U.S.-Based Students to Participate in the 2018 IEEE International Conference on Data Mining (ICDM 2018)
支持美国学生参加2018年IEEE数据挖掘国际会议(ICDM 2018)
- 批准号:
1836469 - 财政年份:2018
- 资助金额:
$ 6.8万 - 项目类别:
Standard Grant
EAGER: Advanced Machine Learning Techniques to Discover Disease Subtypes in Cancer
EAGER:先进的机器学习技术发现癌症疾病亚型
- 批准号:
1743010 - 财政年份:2017
- 资助金额:
$ 6.8万 - 项目类别:
Standard Grant
Collaborative Project: Enriching Security Curricula and Enhancing Awareness of Security in Computer Science and Beyond
合作项目:丰富安全课程并增强计算机科学及其他领域的安全意识
- 批准号:
1423915 - 财政年份:2014
- 资助金额:
$ 6.8万 - 项目类别:
Standard Grant
Collaborative Project: Enriching Security Curricula and Enhancing Awareness of Security in Computer Science and Beyond
合作项目:丰富安全课程并增强计算机科学及其他领域的安全意识
- 批准号:
1241661 - 财政年份:2012
- 资助金额:
$ 6.8万 - 项目类别:
Standard Grant
REU Site: Research Experiences in Algorithm Design and Analysis for Students in Undergraduate Institutions
REU网站:本科院校学生算法设计与分析研究经验
- 批准号:
0851984 - 财政年份:2009
- 资助金额:
$ 6.8万 - 项目类别:
Standard Grant
Collaborative Research: Module-Based Computer Security Courses and Laboratory for Small and Medium Sized Universities
合作研究:中小型大学基于模块的计算机安全课程和实验室
- 批准号:
0311385 - 财政年份:2003
- 资助金额:
$ 6.8万 - 项目类别:
Standard Grant
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