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Guiyun Feng; Honghui Chen – Education and Information Technologies, 2025
Data mining has been successfully and widely utilized in educational information systems, and an important research field has been formed, which is educational data mining. Process mining inherits the characteristics of data mining which can not only use historical data in the system to analyze learning behavior and predict academic performance,…
Descriptors: Educational Research, Artificial Intelligence, Data Use, Algorithms
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Gurcan, Fatih; Cagiltay, Nergiz Ercil – Interactive Learning Environments, 2023
Today's dynamic distance learning environments offer a flexible, comfortable, and lifelong learning experience, independent of space and time. In this way, it also supports and develops existing traditional training programs. The increasing importance of knowledge, skills and learning in today's technological life cycle has led to an increase and…
Descriptors: Educational Research, Trend Analysis, Distance Education, Data Analysis
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Shadiev, Rustam; Zhang, Zi Heng; Wu, Ting-Ting; Huang, Yueh Min – Educational Technology & Society, 2020
We reviewed studies on recognition technologies published in the last ten years. This review study was aimed toward identifying, appraising, selecting, and synthesizing all high quality research evidence published in the literature related to recognition technologies and on determining how they can assist learning and instruction. This study…
Descriptors: Pattern Recognition, Technology, Instruction, Learning
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Sterner, Helén Elisabeth, – LUMAT: International Journal on Math, Science and Technology Education, 2019
Educational design research provides opportunities for both the theoretical understanding and practical explanations of teaching. In educational design research, mathematics teachers' learning is essential. However, research shows that little consideration is given to teachers and the participation of teachers throughout the entire design process…
Descriptors: Instructional Design, Educational Research, Generalization, Mathematics Teachers
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Scherp, Hans-Ake – International Journal of Research & Method in Education, 2013
The aim of the article is to show how substantial qualitative material consisting of graphic cognitive maps can be analysed by using digital CmapTools, Excel and SPSS. Evidence is provided of how qualitative and quantitative methods can be combined in educational research by transforming qualitative data into quantitative data to facilitate…
Descriptors: Foreign Countries, Cognitive Mapping, Urban Environment, Interviews
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Ayton, Katarina – Ethnography and Education, 2012
The focus of this article is children's positioning and agency in a Swedish school class. Drawing on ethnographic data generated during a year-long field study, the actions of three different children are used by the researcher to illustrate how children position themselves and are positioned by others. Using the concept of "professional…
Descriptors: Foreign Countries, Classroom Environment, Observation, Educational Research
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Wright, Hazel R. – Cambridge Journal of Education, 2012
Empirical research focused on women studying childcare in an English further education college found the participants strangely contented despite demanding lifestyles. They were intent on integrating their family, work and educational commitments rather than actively seeking future gain, an understanding that led to the development of an original…
Descriptors: Foreign Countries, Educational Research, Adult Education, Females
International Educational Data Mining Society, 2012
The 5th International Conference on Educational Data Mining (EDM 2012) is held in picturesque Chania on the beautiful Crete island in Greece, under the auspices of the International Educational Data Mining Society (IEDMS). The EDM 2012 conference is a leading international forum for high quality research that mines large data sets of educational…
Descriptors: Information Retrieval, Data, Data Analysis, Pattern Recognition
Niemi, David; Gitin, Elena – International Association for Development of the Information Society, 2012
An underlying theme of this paper is that it can be easier and more efficient to conduct valid and effective research studies in online environments than in traditional classrooms. Taking advantage of the "big data" available in an online university, we conducted a study in which a massive online database was used to predict student…
Descriptors: Higher Education, Online Courses, Academic Persistence, Identification
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Xu, Beijie; Recker, Mimi – Educational Technology & Society, 2012
Teachers and students increasingly enjoy unprecedented access to abundant web resources and digital libraries to enhance and enrich their classroom experiences. However, due to the distributed nature of such systems, conventional educational research methods, such as surveys and observations, provide only limited snapshots. In addition,…
Descriptors: Electronic Libraries, Instructional Design, Mixed Methods Research, Use Studies
Baker, Ryan S. J. d., Ed.; Merceron, Agathe, Ed.; Pavlik, Philip I., Jr., Ed. – International Working Group on Educational Data Mining, 2010
The Third International Conference on Data Mining (EDM 2010) was held in Pittsburgh, PA, USA. It follows the second conference at the University of Cordoba, Spain, on July 1-3, 2009 and the first edition of the conference held in Montreal in 2008, and a series of workshops within the AAAI, AIED, EC-TEL, ICALT, ITS, and UM conferences. EDM 2011…
Descriptors: Information Retrieval, Pattern Recognition, Interdisciplinary Approach, Computer Science
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Brooks, Jeffrey S.; Miles, Mark – International Electronic Journal for Leadership in Learning, 2006
This article presents an historical overview of pedagogical orientations of school leadership in the United States, and then considers issues facing contemporary educational leaders in this context. Our survey begins with a consideration of the early influence of Frederick Taylor and ends in the present day, a time when the fields of practice and…
Descriptors: Instructional Leadership, Educational History, Educational Trends, Pattern Recognition
Novotna, Jarmila, Ed.; Moraova, Hana, Ed.; Kratka, Magdalena, Ed.; Stehlikova, Nad'a, Ed. – International Group for the Psychology of Mathematics Education, 2006
This document contains the fourth volume of the proceedings of the 30th Conference of the International Group for the Psychology of Mathematics Education. Conference presentations are centered around the theme "Mathematics at the Centre." This volume features 59 research reports by presenters with last names beginning between Kun and…
Descriptors: Program Effectiveness, Foreign Countries, Teacher Education, Psychology
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