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Slater, Stefan; Joksimovic, Srecko; Kovanovic, Vitomir; Baker, Ryan S.; Gasevic, Dragan – Journal of Educational and Behavioral Statistics, 2017
In recent years, a wide array of tools have emerged for the purposes of conducting educational data mining (EDM) and/or learning analytics (LA) research. In this article, we hope to highlight some of the most widely used, most accessible, and most powerful tools available for the researcher interested in conducting EDM/LA research. We will…
Descriptors: Data Analysis, Data Processing, Computer Uses in Education, Educational Research
Craig, Kalani; Danish, Joshua; Humburg, Megan; Hmelo-Silver, Cindy; Szostalo, Maksymilian; McCranie, Ann – International Journal of Computer-Supported Collaborative Learning, 2021
Students across disciplines struggle with sensemaking when they are faced with the need to understand and analyze massive amounts of information. This is particularly salient in the disciplines of both history and data science. Our approach to helping students build expertise with complex information leverages activity theory to think about the…
Descriptors: Comprehension, Data Analysis, Information Theory, Design
Alexander, Charles – ProQuest LLC, 2018
Encryption based ransomware operates by iterating through all files with specific extensions on the computer and mutating them into an unusable form. The mutation, in many cases, can only be reversed if the user pays the operator of the ransomware a fee to get their files back. K-12 school districts have fallen victim to rampant malware as a…
Descriptors: Computer Security, School Districts, Elementary Secondary Education, Computer Uses in Education
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
Cheng, Yung-hsun; Chen, Yu-chi – South African Journal of Education, 2018
The purpose of this study is to explore the classroom management effectiveness enhancement by using social networking apps through electronic devices such as smartphones, tablet computers, and personal computers, as well as the role of parental involvement. Quantitative research was conducted, and the Structural Equation Modelling (SEM)…
Descriptors: Social Networks, Computer Software, Classroom Techniques, Telecommunications
Bohorquez Sotelo, Maria Cristina; Rodriguez Mendoza, Brigitte Julieth; Vega, Sandra Milena; Roja Higuera, Naydu Shirley; Barbosa Gomez, Luisa Fernanda – International Association for Development of the Information Society, 2016
In the present paper we describe the analysis of qualitative and quantitative data from asynchronous learning networks, the virtual forums that take place in VirtualNet 2.0, the platform of the University Manuela Beltran (UMB), inside the course of Educommunication, from the master of Digital technologies applied to education. Here, we performed a…
Descriptors: Communications, Foreign Countries, Virtual Classrooms, Asynchronous Communication
Carlson, Shawn M. – ProQuest LLC, 2016
The purpose of this dissertation is to describe and understand how teachers describe the changes in their practices as a result of ten years participation in a one-to-one environment. This research study focuses on one successful middle school's adoption of laptops to support teaching and learning. A qualitative study using interviews of key…
Descriptors: Technology Integration, Educational Technology, Teaching Methods, Middle Schools
Rabkin, Ariel; Reiss, Charles; Katz, Randy; Patterson, David – ACM Transactions on Computing Education, 2013
We describe our experiences teaching MapReduce in a large undergraduate lecture course using public cloud services and the standard Hadoop API. Using the standard API, students directly experienced the quality of industrial big-data tools. Using the cloud, every student could carry out scalability benchmarking assignments on realistic hardware,…
Descriptors: Assignments, Undergraduate Study, Computer Networks, Educational Technology
Kim, Minjeong; Lee, Eunchul – Educational Technology & Society, 2012
This study proposes and verifies the performance of an analysis tool for visualizing online interactions. A review of the most widely used methods for analyzing online interactions, including quantitative analysis, content analysis, and social network analysis methods, indicates these analysis methods have some limitations resulting from their…
Descriptors: Foreign Countries, Computer Uses in Education, Interaction, Content Analysis
Warschauer, Mark; Arada, Kathleen; Zheng, Binbin – Journal of Adolescent & Adult Literacy, 2010
Can daily access to laptop computers help students become better writers? Are such programs affordable? Evidence from the Inspired Writing program in Littleton Public Schools, Colorado, USA, provides a resounding yes to both questions. The program employs student netbooks, open-source software, cloud computing, and social media to help students in…
Descriptors: Computer Software, Computers, Writing Instruction, Laptop Computers
Valdés Aguirre, Benjamín; Ramírez Uresti, Jorge A.; du Boulay, Benedict – International Journal of Artificial Intelligence in Education, 2016
Sharing user information between systems is an area of interest for every field involving personalization. Recommender Systems are more advanced in this aspect than Intelligent Tutoring Systems (ITSs) and Intelligent Learning Environments (ILEs). A reason for this is that the user models of Intelligent Tutoring Systems and Intelligent Learning…
Descriptors: Intelligent Tutoring Systems, Models, Open Source Technology, Computers
Kawka, Marta; Larkin, Kevin M.; Danaher, Patrick – Australian Journal of Teacher Education, 2012
This paper explores the implementation of a Flickr (Web 2.0 photo sharing software) learning task in a first year primary education course. The context for the task was a Multiliteracies course where students designed digital media activities for later use with primary age students. The Flickr task was constructed to determine how a learning…
Descriptors: Elementary Education, Blended Learning, Web 2.0 Technologies, Photography
Ruiz-Martinez, A.; Pereniguez-Garcia, F.; Marin-Lopez, R.; Ruiz-Martinez, P. M.; Skarmeta-Gomez, A. F. – IEEE Transactions on Learning Technologies, 2013
In the teaching of computer networks the main problem that arises is the high price and limited number of network devices the students can work with in the laboratories. Nowadays, with virtualization we can overcome this limitation. In this paper, we present a methodology that allows students to learn advanced computer network concepts through…
Descriptors: Computer Networks, Concept Teaching, Science Process Skills, Teaching Methods
Ramaswami, Rama – T.H.E. Journal, 2010
Schools fear the predatory behavior that lurks around social networking sites, where the exchange of personal information can make users sitting ducks for hackers, thieves, cyberbullies, and scammers. So they're caught in what appears to be an all-or-nothing choice: take advantage of the academic opportunities that social networking sites can…
Descriptors: Internet, Social Networks, Safety, Computer Security
Siegle, Del – Gifted Child Today, 2010
In a time of budget cuts and limited funding, purchasing and installing the latest software on classroom computers can be prohibitive for schools. Many educators are unaware that a variety of free software options exist, and some of them do not actually require installing software on the user's computer. One such option is cloud computing. This…
Descriptors: Computer Software, Computers, Educational Technology, Internet