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Peer reviewed
Direct linkDu, Hanxiang; Xing, Wanli – Distance Education, 2023
Online discussion forums are highly valued by instructors due to their affordance for understanding class activities and learning. However, a discussion forum with a great number of posts requires a large amount of time to view, and help requests are easily overlooked. Various machine-learning--based tools have been developed to help instructors…
Descriptors: Computer Mediated Communication, Discussion Groups, Classification, Identification
Huggins, Kristin A. – ProQuest LLC, 2023
Voice misclassification threatens the vocal longevity and long-term career success of voice students enrolled in higher education (HE) vocal programs. Not every singer possesses the musculature required to support the unique vocal fold density and subglottal pressure necessary to sing repertoire and roles associated with certain voice types…
Descriptors: Singing, Higher Education, Classification, Methods
Ahmadi, Asghar; Noetel, Michael; Parker, Philip; Ryan, Richard M.; Ntoumanis, Nikos; Reeve, Johnmarshall; Beauchamp, Mark; Dicke, Theresa; Yeung, Alexander; Ahmadi, Malek; Bartholomew, Kimberley; Chiu, Thomas K. F.; Curran, Thomas; Erturan, Gokce; Flunger, Barbara; Frederick, Christina; Froiland, John Mark; González-Cutre, David; Haerens, Leen; Jeno, Lucas Matias; Koka, Andre; Krijgsman, Christa; Langdon, Jody; White, Rhiannon Lee; Litalien, David; Lubans, David; Mahoney, John; Nalipay, Ma. Jenina N.; Patall, Erika; Perlman, Dana; Quested, Eleanor; Schneider, Sascha; Standage, Martyn; Stroet, Kim; Tessier, Damien; Thogersen-Ntoumani, Cecilie; Tilga, Henri; Vasconcellos, Diego; Lonsdale, Chris – Journal of Educational Psychology, 2023
Teachers' behavior is a key factor that influences students' motivation. Many theoretical models have tried to explain this influence, with one of the most thoroughly researched being self-determination theory (SDT). We used a Delphi method to create a classification of teacher behaviors consistent with SDT. This is useful because SDT-based…
Descriptors: Classification, Teacher Motivation, Teacher Behavior, Self Determination
Shahar Rozenstin; Shai Gul – International Journal of Mathematical Education in Science and Technology, 2023
Topology is considered an advanced field in mathematics, and it might seem off-putting to people with no previous experience in mathematics. The classification theorem, which lies within the field of algebraic topology, is fascinating, but understanding it requires extensive mathematical knowledge. In this manuscript, we present a modular object…
Descriptors: Design, Topology, Classification, Mathematics Education
Kye, Anna – ProQuest LLC, 2023
Every year, the national high school graduation rate is declining and impacting the number of students applying to colleges. Moreover, the majority of students are applying to more than one college. This makes a lot of colleges to be highly competitive in student recruitment for enrollment and thus, the necessity for institutions to anticipate…
Descriptors: Comparative Analysis, Classification, College Enrollment, Prediction
Alanah Grant St. James; Luke Hand; Thomas Mills; Liwen Song; Annabel S. J. Brunt; Patrick E. Bergstrom Mann; Andrew F. Worrall; Malcolm I. Stewart; Claire Vallance – Journal of Chemical Education, 2023
Applications of machine learning in chemistry are many and varied, from prediction of structure-property relationships, to modeling of potential energy surfaces for large scale atomistic simulations. We describe a generalized approach for the application of machine learning to the classification of spectra which can be used as the basis for a wide…
Descriptors: Artificial Intelligence, Chemistry, Science Instruction, Classification
Kroc, Edward; Olvera Astivia, Oscar L. – Educational and Psychological Measurement, 2022
Setting cutoff scores is one of the most common practices when using scales to aid in classification purposes. This process is usually done univariately where each optimal cutoff value is decided sequentially, subscale by subscale. While it is widely known that this process necessarily reduces the probability of "passing" such a test,…
Descriptors: Multivariate Analysis, Cutting Scores, Classification, Measurement
Lee, Chansoon – Educational Measurement: Issues and Practice, 2022
Appropriate placement into courses at postsecondary institutions is critical for the success of students in terms of retention and graduation rates. To reduce the number of students who are misplaced, using multiple measures in placing students is encouraged. However, in practice most postsecondary schools utilize only a few measures to determine…
Descriptors: Classification, Models, Student Placement, College Students
Muller, Ashley Elizabeth; Ames, Heather Melanie R.; Jardim, Patricia Sofia Jacobsen; Rose, Christopher James – Research Synthesis Methods, 2022
Systematic reviews are resource-intensive. The machine learning tools being developed mostly focus on the study identification process, but tools to assist in analysis and categorization are also needed. One possibility is to use unsupervised automatic text clustering, in which each study is automatically assigned to one or more meaningful…
Descriptors: Artificial Intelligence, Man Machine Systems, Automation, Literature Reviews
Tessler, Michael Henry; Goodman, Noah D. – Cognitive Science, 2022
The meanings of natural language utterances depend heavily on context. Yet, what counts as context is often only implicit in conversation. The utterance "it's warm outside" signals that the temperature outside is relatively high, but the temperature could be high relative to a number of different "comparison classes": other…
Descriptors: Language Processing, Speech, Context Effect, Form Classes (Languages)
Luna, J. M.; Fardoun, H. M.; Padillo, F.; Romero, C.; Ventura, S. – Interactive Learning Environments, 2022
The aim of this paper is to categorize and describe different types of learners in massive open online courses (MOOCs) by means of a subgroup discovery (SD) approach based on MapReduce. The proposed SD approach, which is an extension of the well-known FP-Growth algorithm, considers emerging parallel methodologies like MapReduce to be able to cope…
Descriptors: Online Courses, Student Characteristics, Classification, Student Behavior
Vigo, Ronaldo; Doan, Charles A.; Zhao, Li – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2022
The quest for determining the degree of learning difficulty associated with different types of categories has been instrumental in our understanding of human categorization behavior and, more broadly, human generalization. For instance, we now know that the topological nature of the dimensions (e.g., whether these are integral or separable) that…
Descriptors: Discrimination Learning, Classification, Learning Processes, Difficulty Level
Thurm, Audrey; Srivastava, Siddharth – American Journal on Intellectual and Developmental Disabilities, 2022
Individuals living with intellectual disability can have multiple co-occurring medical conditions including associated genetic diagnoses. The number of genetic etiologies associated with ID is growing, with some quite new and rare, and others more common and associated with what is often considered a syndrome. In the context of genetic etiologies…
Descriptors: Intellectual Disability, Comorbidity, Etiology, Genetics
Sáez Bondía, M. J.; Cortés Gracia, A. L. – Educational Action Research, 2022
The present work provides a review of two widely used approaches in educational research: action research and case study. Action research aims to improve educational practice by means of reflective cycles and shows variants according to a predominant paradigm, from technical to critical visions. A case study, described as an umbrella term, focuses…
Descriptors: Action Research, Educational Research, Case Studies, Classification
Download full textZghida, Nour Eddine; Lamrani, Zouhaire; Janati-Idrissi, Rachid – Journal of Turkish Science Education, 2022
Several studies have been carried out regarding secondary school student's abilities in classifying plants in Latin-based countries, but never in the Arabic world. The aim of the current study is to measure Moroccan secondary high school students' abilities in classifying plants. The data were collected by administering a task individually to 230…
Descriptors: Foreign Countries, Secondary School Students, Plants (Botany), Classification
