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Toward a Real-Time (Day) Dreamcatcher: Sensor-Free Detection of Mind Wandering during Online Reading
Mills, Caitlin; D'Mello, Sidney – International Educational Data Mining Society, 2015
This paper reports the results from a sensor-free detector of mind wandering during an online reading task. Features consisted of reading behaviors (e.g., reading time) and textual features (e.g., level of difficulty) extracted from self-paced reading log files. Supervised machine learning was applied to two datasets in order to predict if…
Descriptors: Reading, Identification, Attention, Reading Rate
Meyers, Christopher A.; Bagnall, Richard G. – International Journal of Lifelong Education, 2017
This paper presents the findings of a research project on older workers transitioning into work as vocational educators through online undergraduate university study. The study involved interpretive phenomenological analysis of the experiences of 10 older learners. Their experience of online learning was found to be shaped by diverse influences…
Descriptors: Foreign Countries, Undergraduate Students, Adult Students, Older Workers
Maaliw, Renato R. III; Ballera, Melvin A. – International Association for Development of the Information Society, 2017
The usage of data mining has dramatically increased over the past few years and the education sector is leveraging this field in order to analyze and gain intuitive knowledge in terms of the vast accumulated data within its confines. The primary objective of this study is to compare the results of different classification techniques such as Naïve…
Descriptors: Classification, Cognitive Style, Electronic Learning, Decision Making
Chrastil, Elizabeth R.; Warren, William H. – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2015
It is known that active exploration of a new environment leads to better spatial learning than does passive visual exposure. We ask whether specific components of active learning differentially contribute to particular forms of spatial knowledge--the "exploration-specific learning hypothesis". Previously, we found that idiothetic…
Descriptors: Spatial Ability, Active Learning, Navigation, Graphs
Boyne, Matthew – ProQuest LLC, 2013
Commercial flight operational safety has dramatically improved in the last 30 years because of enhanced crew coordination, communication, leadership and team development. Technology insertion into cockpit operations, however, has been shown to create crew distractions, resulting in flight safety risks, limited use given policy limitations and…
Descriptors: Air Transportation, Handheld Devices, Computers, Safety
Hickey, Timothy; Pontrello, Jason – Journal of College Science Teaching, 2016
Introductory undergraduate science courses are traditionally offered as distinct units without formalized student interaction between classes. To bridge science courses, the authors used three Honors Organic Chemistry projects paired with other science courses. The honors students delivered presentations to mainstream organic course students and…
Descriptors: Science Instruction, Honors Curriculum, Organic Chemistry, Laboratory Experiments
Stevens, Christopher A.; Carlson, Richard A. – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2016
Many studies have examined how people recall the locations of objects in spatial layouts. However, little is known about how people monitor the accuracy of judgments based on those memories. The goal of the present experiments was to examine the effect of reference frame characteristics on metacognitive accuracy for spatial judgments. Reference…
Descriptors: Spatial Ability, Metacognition, Undergraduate Students, Perspective Taking
Lopez Rivera, Ibrahim – ProQuest LLC, 2016
Developing online trust is crucial for e-commerce vendors in order to attract consumers and develop long-term relationships with existing ones. We intended to investigate if consumers from different generational cohorts differ on how they develop online trust when utilizing e-commerce websites. Through the analysis of empirical data collected from…
Descriptors: Internet, Business, Trust (Psychology), Consumer Economics
Klingler, Severin; Käser, Tanja; Solenthaler, Barbara; Gross, Markus – International Educational Data Mining Society, 2016
The extraction of student behavior is an important task in educational data mining. A common approach to detect similar behavior patterns is to cluster sequential data. Standard approaches identify clusters at each time step separately and typically show low performance for data that inherently suffer from noise, resulting in temporally…
Descriptors: Student Behavior, Data Analysis, Behavior Patterns, Multivariate Analysis
de la Torre-Luque, Alejandro; Valero-Aguayo, Luis; de la Rubia-Cuestas, Ernesto J. – International Journal of Disability, Development and Education, 2017
This study aims to test how an intervention based on virtual reality (VR) may enhance visuospatial skills amongst people with disability. A quasi-experimental intra-group study was therefore conducted. Participants were 20 people with severe disability (65% males; 34.35 years, on average, and 84.95% of disability rate according to the Andalusian…
Descriptors: Simulated Environment, Severe Disabilities, Visual Perception, Spatial Ability
AlKhuder, Shaikha B.; AlAli, Fatma H. – International Journal of Virtual and Personal Learning Environments, 2017
Training and education have evolved far beyond black boards and chalk boxes. The environment of knowledge exchange requires more than simple materials and assessments. This article is an attempt of parsing through the different aspects of e-learning, understanding the real needs, and conducting the right requirements to build the appropriate…
Descriptors: Electronic Learning, Needs Assessment, Design Requirements, Computer System Design
Buckley, Matthew G.; Haselgrove, Mark; Smith, Alastair D. – Developmental Psychology, 2015
Adults learning to navigate to a hidden goal within an enclosed space have been found to prefer information provided by the distal cues of an environment, as opposed to proximal landmarks within the environment. Studies with children, however, have shown that 5- or 7-year-olds do not display any preference toward distal or proximal cues during…
Descriptors: Spatial Ability, Navigation, Bias, Cues
Khuziakhmetov, Anvar N.; Steinberg, Valery E. – International Journal of Environmental and Science Education, 2016
The relevance of the article in question is that the success of pupils' learning depends not only on the aptitude of pupils, but also on the teaching technique, including universal educational technique of various complexities. This problem is relevant on all levels of learning--from nursery schools up to higher education, including refresher…
Descriptors: Semantics, Visual Aids, Teaching Methods, Learning Processes
Harris, Jessica – Journal of Student Affairs Research and Practice, 2016
This article explores the walking interview as a qualitative tool to assess campus climate. Using examples from a study that employed the walking interview, the author elucidates how this method of data collection allows for in situ understandings of participants' perceptions, spatial practices, biographies, social architecture, and social realms…
Descriptors: Campuses, Interviews, College Environment, Qualitative Research
Agrawal, Rakesh; Gollapudi, Sreenivas; Kannan, Anitha; Kenthapadi, Krishnaram – Journal of Educational Data Mining, 2014
We present "study navigator," an algorithmically-generated aid for enhancing the experience of studying from electronic textbooks. The study navigator for a section of the book consists of helpful "concept references" for understanding this section. Each concept reference is a pair consisting of a concept phrase explained…
Descriptors: Electronic Publishing, Textbooks, Navigation, Hypermedia

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