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A Machine Learning-Based Computational System Proposal Aiming at Higher Education Dropout Prediction
Nicoletti, Maria do Carmo; de Oliveira, Osvaldo Luiz – Higher Education Studies, 2020
In the literature related to higher education, the concept of dropout has been approached from several perspectives and, over the years, its definition has been influenced by the use of diversified semantic interpretations. In a general higher education environment dropout can be broadly characterized as the act of a student engaged in a course…
Descriptors: Artificial Intelligence, Man Machine Systems, Computation, Prediction
Fuentes, Pablo; Camarero, Cristobal; Herreros, David; Mateev, Vladimir; Vallejo, Fernando; Martinez, Carmen – IEEE Transactions on Learning Technologies, 2022
Understanding the architecture of a processor can be uninteresting and deterring for computer science students, since low-level details of computer architecture are often perceived to lack real-world impact. These courses typically have a strong practical component where students learn the fundamentals of the computer architecture and the handling…
Descriptors: Computer Science Education, Computer System Design, Programming Languages, Fatigue (Biology)
Rea, Alan; Yeates, Nick – International Journal of Information and Communication Technology Education, 2020
Information systems graduates increasingly need to understand the collaborative, technology-driven practices inspired by open source software development that are fundamentally changing today's workplace. To meet this challenge, instructors must bring open source principles and technologies to active learning experiences. In this paper, the…
Descriptors: Active Learning, Learning Processes, Open Source Technology, Undergraduate Students
Donna Rennar-Potacco; Anymir Orellana; Rita Ramirez-Levine – International Journal of Designs for Learning, 2020
This design case describes design decisions and their impacts during three redesigns of an educational game called the "Rocks and Minerals Challenge." This game was developed as a laboratory supplement for the rocks and minerals component of a university-based geology course. The game has evolved through three distinct design phases:…
Descriptors: Game Based Learning, Educational Games, Geology, College Science
Pi-Sui Hsu; Silvia Ginting; Margot Van Dyke – International Journal of Designs for Learning, 2018
The objective of this design case was to describe the development of an online graph-oriented tool to support the representation of collaborative argumentation for middle school students from a faculty expert's perspective and discuss the processes that were instrumental in developing the tool. Supported by the professional staff in the Digital…
Descriptors: Graphs, Persuasive Discourse, Middle School Students, Expertise
John W. Gardner Center for Youth and Their Communities, 2020
This report summarizes the deliberations and recommendations of the California Advisory Task Force on Alternative Schools (Task Force). The Task Force is a public service project of the John W. Gardner Center for Youth and their Communities at Stanford University and is convened in collaboration with the California Department of Education (CDE). A…
Descriptors: State Departments of Education, Partnerships in Education, Universities, Advisory Committees
Marisa Exter – International Journal of Designs for Learning, 2018
This design case covers a graduate course in educational software design that focuses on semester-long projects in response to client requests. The course was intended to address the need for professionals across disciplines, such as instructional design, computer science, and human-computer interaction design, to usefully collaborate on…
Descriptors: Interdisciplinary Approach, Skill Development, Courseware, Computer System Design
Wright, M. Keith – Journal of Learning in Higher Education, 2016
There is now a preponderance of evidence suggesting that the types of online course management software (OCMS) used in purely online undergraduate college courses, do not meet the needs of younger immature students. These students often lack the learning skills necessary to succeed in such courses, nor do the popular OCMS include the vigilance…
Descriptors: Online Systems, Electronic Learning, Undergraduate Students, Courseware
Wimmer, Hayden; Hall, Kenneth – Information Systems Education Journal, 2016
Enterprise Resource Planning and Customer Relationship Management are becoming important topics at the university level, and are increasingly receiving course-level attention in the curriculum. In fact, the Information Systems Body of Knowledge specifically identifies Enterprise Architecture as an Information Systems-specific knowledge area. The…
Descriptors: Higher Education, Educational Technology, Computers, Computer Uses in Education
Lewkow, Nicholas; Zimmerman, Neil; Riedesel, Mark; Essa, Alfred – International Educational Data Mining Society, 2015
Next generation digital learning environments require delivering "just-in-time feedback" to learners and those who support them. Unlike traditional business intelligence environments, streaming data requires resilient infrastructure that can move data at scale from heterogeneous data sources, process the data quickly for use across…
Descriptors: Electronic Learning, Data Analysis, Higher Education, Elementary Secondary Education
Litsey, Ryan; Hidalgo, Susan; Daniel, Kaley; Barnett, Julie; Kim, Amy; Jones, Shannon; Ketner, Kenny – Journal of Access Services, 2015
The academic library, given its often privileged position on campus, is the information source that can include directional as well as general campus facts among the myriad of print and e-resources for reference. Also, an academic library's audiences can be quite varied and include prospective students or parents seeking more general knowledge of…
Descriptors: Academic Libraries, Library Services, Reference Services, User Needs (Information)
Kalúz, Martin; García-Zubía, Javier; Fikar, Miroslav; Cirka, Luboš – IEEE Transactions on Learning Technologies, 2015
In this paper, we propose a novel approach in hardware and software architecture design for implementation of remote laboratories for automatic control. In our contribution, we show the solution with flexible connectivity at back-end, providing features of multipurpose usage with different types of experimental devices, and fully configurable…
Descriptors: Computer Uses in Education, Laboratories, Computer System Design, Computer Software
Janetzko, Hans-Dieter – International Journal for Technology in Mathematics Education, 2015
CATO is a new user interface, developed by the author as a response to the significant difficulties faced by scientists, engineers, and students in their usage of computer algebra (CA) systems. Their tendency to use CA systems only occasionally means that they are unfamiliar with requisite grammar and syntax these systems require. The author…
Descriptors: Algebra, Computer Interfaces, Computer System Design, Courseware
Stigberg, Sara; Guittar, Michelle; Morse, Geoffrey – portal: Libraries and the Academy, 2015
Assessment and supporting data have become of increasing interest in librarianship. In this paper, we describe the development and implementation of the Northwestern University Library Acknowledgments Database tool, which gathers and documents qualitative data, as well as its component reporting function. This collaborative project and resulting…
Descriptors: Special Libraries, Database Design, Library Development, Program Implementation
Canadian Association of University Teachers, 2015
Increasingly, university and college administrators are contracting out their institutions' operational information technology (IT) needs. Specifically, this means moving from an IT system with a server based at the institution with an in house IT support staff to a cloud based system outside the institution where most of the staff resources are…
Descriptors: Outsourcing, Information Technology, Universities, Privacy