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Pillars of Analytics Applied in MS Degree in Information Sciences and Technologies 分析的支柱应用于信息科学与技术硕士学位
Pub Date : 2015-09-29 DOI: 10.1145/2808006.2808028
Jai W. Kang, Edward P. Holden, Qi Yu
The Master of Science (MS) program in Information Sciences and Technologies (IST) at Rochester Institute of Technology conducted a significant upgrade of its curriculum in 2013, aiming to better prepare its graduates for the new trends and challenges in the fast evolving IT computing industry. In particular, the upgraded MS program places a strong emphasis on data analytics, where all students in the program get an intensive training in data analytics foundation in our core courses. Students can then continue with advanced work in the Analytics Track to receive deeper theoretical knowledge in the field. In this paper, we report our experience of offering this analytics-centric curriculum over the past two years. We first formally define four pillars of analytics and trace the skills needed to support each pillar and the courses that provide those skills. We then describe the course experiences through a sampling of the projects completed by students in their course work. We also provide some student feedback on the course experience. We conclude with a discussion of the capstone experience and a sampling of capstone projects. We show the movement toward analytics in the capstone experiences, particularly since the program began in 2013. The positive course experience and the fast increasing number of capstone projects in the analytics area show strong evidence about the initial success of the analytics-centric curriculum.
2013年,罗切斯特理工学院信息科学与技术(IST)理学硕士(MS)项目对其课程进行了重大升级,旨在让毕业生更好地为快速发展的IT计算行业的新趋势和挑战做好准备。特别值得一提的是,升级后的硕士课程非常重视数据分析,所有学生都在我们的核心课程中接受数据分析基础的强化培训。然后,学生可以继续学习分析跟踪的高级工作,以获得该领域更深入的理论知识。在本文中,我们报告了我们在过去两年中提供这种以分析为中心的课程的经验。我们首先正式定义分析的四个支柱,并跟踪支持每个支柱所需的技能和提供这些技能的课程。然后,我们通过学生在课程作业中完成的项目样本来描述课程体验。我们还提供一些学生对课程体验的反馈。最后,我们讨论了顶点项目的经验和顶点项目的样本。我们在顶点体验中展示了向分析的转变,特别是自2013年该项目开始以来。积极的课程体验和分析领域顶点项目数量的快速增长,有力地证明了以分析为中心的课程的初步成功。
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引用次数: 8
Students Want to Create Apps: Leveraging Computational Thinking to Teach Mobile Software Development 学生想要创建应用程序:利用计算思维来教授移动软件开发
Pub Date : 2015-09-29 DOI: 10.1145/2808006.2808033
Ilenia Fronza, Nabil El Ioini, Luis Corral
Computational Thinking (CT) is recognised as one of the fundamental skills of all graduates. Nevertheless, some issues can emerge when trying to introduce CT into schools; for example, teachers might not be willing to add topics to their intensive syllabi. Therefore, out-of-school venues such as summer schools can be considered a great opportunity for exposure to CT. Moreover, summer schools allow students to meet first hand researchers and help them pursue their interest far from the regular school climate. High school students in general are very curious for the creation of mobile apps; however, most of them get discouraged because they perceive this activity as a very difficult task. Here we describe the MobileDev summer school, a one-week training and hands-on experience in current topics of software development for mobile devices. The curiosity of the students for developing mobile apps is used to introduce and train CT via programming mobile applications through exercises (also with "pen and paper'") of increasing difficulty. The school was repeated twice at our university and was targeted to a reduced class of students concluding the third and the fourth year of high school. Participants were in total 19 and coming from different types of schools. This paper describes the structure of MobileDev and discusses the results to provide directions for further research.
计算思维(CT)被认为是所有毕业生的基本技能之一。然而,在尝试将CT引入学校时,会出现一些问题;例如,教师可能不愿意在他们的强化教学大纲中增加主题。因此,像暑期学校这样的校外场所可以被认为是接触CT的好机会。此外,暑期学校可以让学生接触到第一手的研究人员,帮助他们在远离常规学校氛围的情况下追求自己的兴趣。高中生通常对手机应用的开发非常好奇;然而,他们中的大多数人都感到气馁,因为他们认为这项活动是一项非常困难的任务。在这里,我们描述MobileDev暑期学校,一周的培训和实践经验,在当前的主题软件开发的移动设备。利用学生开发移动应用程序的好奇心,通过难度不断增加的练习(也是“笔和纸”)编程移动应用程序,来介绍和训练CT。这所学校在我们大学重复了两次,目标是减少了高中三年级和四年级的学生。参加者共19人,来自不同类型的学校。本文描述了MobileDev的结构,并对结果进行了讨论,为进一步的研究提供了方向。
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引用次数: 35
FOSS Artifacts for Evaluating Students on Team Projects 用于评估学生团队项目的自由/开源软件工件
Pub Date : 2015-09-29 DOI: 10.1145/2808006.2808009
G. Hislop, Stoney Jackson, H. Ellis
This lightening talk discusses how various Free and Open Source Software (FOSS) artifacts can be used for student evaluation. These artifacts include wikis for tracking documentation, repositories for tracking code and commits, issue trackers for tracking project issues and enhancements, and version control for tracking contributions to the project. Each of these tools provides a way to identify concrete student accomplishments when operating as part of a team to develop a project.
这个简短的演讲讨论了各种自由和开源软件(FOSS)工件如何用于学生评估。这些构件包括用于跟踪文档的wiki、用于跟踪代码和提交的存储库、用于跟踪项目问题和增强的问题跟踪器,以及用于跟踪项目贡献的版本控制。当作为团队开发项目的一部分操作时,这些工具中的每一个都提供了一种方法来确定具体的学生成就。
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引用次数: 0
Work in Progress: Programming is a SNAP! Increasing Knowledge and Interest in Computer Science 正在进行的工作:编程是一个SNAP!增加对计算机科学的知识和兴趣
Pub Date : 2015-09-29 DOI: 10.1145/2808006.2808043
Hannah Leleux, T. Holcombe, Alexander Strong, Greg Yera, Colin Smith, Timothy Gonzales
This work develops a set of instructional materials that can be used to teach basic programming concepts to high school students. The materials are tested in a series of on-campus workshops in which undergraduate students lead groups of local high school students in programming a game using Snap!. An independent evaluator assesses the effectiveness of the approach.
这项工作开发了一套可用于向高中生教授基本编程概念的教学材料。这些材料在一系列的校园研讨会中进行了测试,在这些研讨会中,本科生带领当地高中生小组使用Snap编写游戏。一名独立的评估人员评估该方法的有效性。
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引用次数: 2
The Development of a Longitudinal Security Case Study 纵向安全案例研究的发展
Pub Date : 2015-09-29 DOI: 10.1145/2808006.2808018
S. Lincke, S. Hawk
A longitudinal walkthrough case study can teach students skills to develop a system of security with a big picture view. This security teaching case study helps students plan organizational security, develop secure software requirements, and prevent fraud. The case study uses a doctor's office that must adhere to HIPAA as a foundation for student problem-based learning. We have taught the course with and without service learning, with undergraduate and graduate students, with foreign, American, computer science and business students. As part of our assessment, we evaluated students' perceptions and learning effectiveness. This paper addresses the improvements made and lessons learned through assessment of this longitudinal teaching case study.
纵向演练案例研究可以教会学生开发具有全局视图的安全系统的技能。这个安全教学案例研究帮助学生规划组织安全、开发安全软件需求和防止欺诈。该案例研究使用了一个必须遵守HIPAA的医生办公室,作为学生基于问题的学习的基础。我们的课程有服务学习和非服务学习,有本科生和研究生,有外国、美国、计算机科学和商业专业的学生。作为评估的一部分,我们评估了学生的认知和学习效果。本文通过对这一纵向教学案例研究的评估,阐述了所做的改进和所吸取的教训。
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引用次数: 1
Augmented Lectures: A Liquid Feedback System for the Traditional and Blended Classroom 增强讲座:传统和混合课堂的液体反馈系统
Pub Date : 2015-09-29 DOI: 10.1145/2808006.2809692
P. Seeling
In this talk, we describe the concept of an augmented reality application that can be employed with readily available hardware as a drop-in support system for traditional and blended lecture environments. Through augmented reality, instructors become enabled to present and view their classes at the same time, answering anonymously posed questions, and react to the connected learner's rating in a live fashion, aiding in increased effectiveness for learning content delivery. At the same time, learners become empowered to follow a lecture using a browser- capable device and to provide live feedback, including ratings, to the instructor.
在这个演讲中,我们描述了一个增强现实应用程序的概念,它可以与现成的硬件一起使用,作为传统和混合讲座环境的嵌入式支持系统。通过增强现实,教师可以同时展示和查看他们的课程,回答匿名提出的问题,并以实时方式对连接的学习者的评分做出反应,从而帮助提高学习内容交付的有效性。与此同时,学习者可以使用具有浏览器功能的设备跟随讲座,并向讲师提供实时反馈,包括评分。
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引用次数: 0
Session details: SIGITE Paper Session 3 会议详情:SIGITE论文会议3
James Rutherfoord
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引用次数: 0
Worked-out Examples in a Computer Science Intelligent Tutoring System 计算机科学智能辅导系统的实例设计
Pub Date : 2015-09-29 DOI: 10.1145/2808006.2808011
Barbara Maria Di Eugenio, Nick E. Green, Omar Alzoubi, Mehrdad Alizadeh, Rachel Harsley, Davide Fossati
Our CS Intelligent Tutoring System (ITS), ChiQat-Tutor, aims at aiding students in overcoming the initial difficulties in CS education, such as learning data structures. Here, we show our work on utilizing Worked-out Examples (WOE) in our linked list lesson. Despite being a promising strategy, we find that it can be detrimental to student growth.
我们的计算机科学智能辅导系统(ITS) ChiQat-Tutor旨在帮助学生克服计算机科学教育初期的困难,例如学习数据结构。在这里,我们展示了在我们的链表课中使用工作示例(WOE)的工作。尽管这是一个很有前途的策略,但我们发现它可能对学生的成长有害。
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引用次数: 9
The Challenges of Information and Communications Technology Education in Sub-Saharan Africa 撒哈拉以南非洲信息和通信技术教育的挑战
Pub Date : 2015-09-29 DOI: 10.1145/2808006.2808032
Russell E. McMahon
This paper examines the Information Technology programs at three African universities in three different countries (Rwanda, South Africa, and Kenya) along with an examination of the IT scene in each of the countries. The challenges faced in each of these countries are similar, but each one has its own unique issues. Much of Africa seems to be hedging a bet that ICT (information and communications technology - or technologies) will be the thing that leads their countries and economies into the 21st century. Many of the major computing tech companies are in Africa staking their claim. Each country's success in becoming the next Information and Communications technology hub will come down to how well they can train and retain the next generation of ICT specialists. Although, many consider Information Technology to be a component of ICT while others consider them to mean the same thing in terms of a broad definition. In this paper, the term ICT will be used as encompassing all areas of computing including computer science and information systems. IT will be used when referring to IT as defined in the ACM and IEEE Curriculum Guidelines.
本文考察了三个不同国家(卢旺达、南非和肯尼亚)的三所非洲大学的信息技术课程,并考察了每个国家的IT场景。这些国家面临的挑战是相似的,但每个国家都有自己独特的问题。大部分非洲国家似乎都在赌ICT(信息和通信技术)将成为引领他们国家和经济进入21世纪的东西。许多大型计算机科技公司都在非洲表明了自己的立场。每个国家能否成功成为下一个信息和通信技术中心,将取决于它们能否很好地培训和留住下一代信息和通信技术专家。虽然,许多人认为信息技术是ICT的一个组成部分,而另一些人则认为它们在广义上是相同的。在本文中,术语ICT将被用来涵盖所有计算领域,包括计算机科学和信息系统。当参考ACM和IEEE课程指南中定义的IT时,将使用IT。
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引用次数: 1
ACM/IEEE-CS Information Technology Curriculum 2017: A Status Update ACM/IEEE-CS信息技术课程2017:现状更新
Pub Date : 2015-09-29 DOI: 10.1145/2808006.2808013
Mihaela Sabin, Hala Alrumaih, J. Impagliazzo, B. Lunt, Cara Tang, Ming Zhang
The IT2008 Curriculum Guidelines for Undergraduate Degree Programs in Information Technology is showing its age, and in 2014, the ACM Education Board agreed to oversee the creation of a revision, now being referred to as IT2017. Members of the IT 2017 Task Group have been identified, and phone conference calls have been taking place. All proposed panel members are members of the IT2017 Task Group.
信息技术本科学位课程IT2008课程指南已经过时了,2014年,ACM教育委员会同意监督修订的创建,现在被称为IT2017。已经确定了IT 2017任务组的成员,并进行了电话会议。所有建议的小组成员均为IT2017工作小组的成员。
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引用次数: 9
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Proceedings of the 16th Annual Conference on Information Technology Education
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