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Direct linkSidou, Lais Feltrin; Borges, Endler Marcel – Journal of Chemical Education, 2020
Principal component analysis (PCA) is one of the most important and powerful methods in chemometrics as well as in a wealth of other areas. Running a PCA results in two main elements, the score plot and the loading plot; the score plot provides the location of the samples, and the loading plot indicates correlations among variables, the trends in…
Descriptors: Factor Analysis, Chemistry, Science Instruction, Teaching Methods
Wang, Qiao – Education and Information Technologies, 2022
This study searched for open-source semantic similarity tools and evaluated their effectiveness in automated content scoring of fact-based essays written by English-as-a-Foreign-Language (EFL) learners. Fifty writing samples under a fact-based writing task from an academic English course in a Japanese university were collected and a gold standard…
Descriptors: English (Second Language), Second Language Learning, Second Language Instruction, Scoring
Bogucki, Ryan; Greggila, Mary; Mallory, Paul; Feng, Jiansheng; Siman, Kelly; Khakipoor, Banafsheh; King, Hunter; Smith, Adam W. – Journal of Chemical Education, 2019
Low cost, open-source analytical instrumentation has the potential to increase educational outcomes for students and enable large-scale citizen science projects. Many of these instruments rely on smartphones to collect the data, mainly because they can effectively leverage a dramatic price-to-performance ratio of the optical sensors. However,…
Descriptors: Telecommunications, Handheld Devices, Science Instruction, Chemistry
Giordano, Andrea N.; Christopher, Casey R. – Journal of Chemical Education, 2020
The Spring 2020 semester will be marked in our history as one of the most challenging semesters for higher education, although through the adversity, we were presented with opportunities for classroom innovation. A reflective account of the teaching insights gained from implementing a COVID-19 miniunit and utilizing remote oral examinations is…
Descriptors: Best Practices, Teaching Methods, COVID-19, Pandemics
Download full textOsaci-Costache, Gabriela; Cocos, Octavian; Cocos, Alina – Romanian Review of Geographical Education, 2017
Present-day geography is inconceivable in the absence of GIS software. The students and staff of the Faculty of Geography within the University of Bucharest use both proprietary GIS software and Open Source computer programmes. Consequently, this study aims at identifying to what extent each of them is used for various tasks and what is the…
Descriptors: Open Source Technology, Geographic Information Systems, Geography, Geography Instruction
Morse, Brendan J. – Teaching of Psychology, 2013
Incorporating realistic data and research examples into quantitative (e.g., statistics and research methods) courses has been widely recommended for enhancing student engagement and comprehension. One way to achieve these ends is to use a data generator to emulate the data in published research articles. "MorseGen" is a free data generator that…
Descriptors: Statistics, Data, Computer Uses in Education, Computer Software
Hung, Yen-Chu – Journal of Educational Computing Research, 2012
The instructional value of web-based education systems has been an important area of research in information systems education. This study investigates the effect of various teaching methods on program design learning for students with specific learning styles in web-based education systems. The study takes first-year Computer Science and…
Descriptors: Foreign Countries, Control Groups, Experimental Groups, Programming
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers
