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Chunking versus Transitional Probabilities: Differentiating between Theories of Statistical Learning
Emerson, Samantha N.; Conway, Christopher M. – Cognitive Science, 2023
There are two main approaches to how statistical patterns are extracted from sequences: The transitional probability approach proposes that statistical learning occurs through the computation of probabilities between items in a sequence. The chunking approach, including models such as PARSER and TRACX, proposes that units are extracted as chunks.…
Descriptors: Statistics Education, Learning Processes, Learning Theories, Pattern Recognition
Huang, WenYen – Mathematics Teacher: Learning and Teaching PK-12, 2022
The study of mathematics is often described as the science of patterns (Resnik 1981), and the cognitive tasks involving the search, recognition, and assessment of patterns are fundamental to learning mathematics. Patterning activities lead students to a better understanding of dependent relations among representations, create a transparent way for…
Descriptors: Mathematics Education, Mathematics Skills, Pattern Recognition, Mathematics Activities
Olmanson, Justin; Liu, Xianquan; Heselton, Christopher C.; Srivastava, Asha; Wang, Nannan – Educational Technology Research and Development, 2021
This study investigates the effect of sequenced, time-delayed, multimodal Chinese language and communicative literacy supports on the ability of learners of Chinese as a Foreign Language [CFL] to recognize characters and acquire literacy via writing in Chinese. A multimodal web application was designed and developed as a writing platform and…
Descriptors: Chinese, Second Language Learning, Pattern Recognition, Writing Skills
Baroody, Arthur J.; Yilmaz, Nursel; Clements, Douglas H.; Sarama, Julie – Grantee Submission, 2021
Although hypothetical learning trajectories (HLTs) are often viewed as a valuable instructional tool, little research has directly evaluated their value. A basic assumption of HLTs is that ordering instructional activities by developmental difficulty enhances learning. A randomized control trial (RCT) served to evaluate this assumption with a…
Descriptors: Learning Processes, Patternmaking, Effect Size, Intervention
Zippert, Erica L.; Douglas, Ashli-Ann; Rittle-Johnson, Bethany – Grantee Submission, 2020
Both recent evidence and research-based early mathematics curricula indicate that repeating patterns--predictable sequences that follow a rule--are a topic of major importance for mathematics development. The purpose of the current study was to help build a theory for how early repeating patterning knowledge contributes to early math development,…
Descriptors: Prior Learning, Pattern Recognition, Preschool Education, Preschool Children
Lew-Williams, Casey; Saffran, Jenny R. – Cognition, 2012
Infants have been described as "statistical learners" capable of extracting structure (such as words) from patterned input (such as language). Here, we investigated whether prior knowledge influences how infants track transitional probabilities in word segmentation tasks. Are infants biased by prior experience when engaging in sequential…
Descriptors: Infants, Language Acquisition, Linguistic Input, Prior Learning
Medina, Richard; Suthers, Daniel – Journal of the Learning Sciences, 2013
We analyze the interaction of 3 students working on mathematics problems over several days in a virtual math team. Our analysis traces out how successful collaboration in a later session is contingent upon the work of prior sessions and shows how the development of representational practices is an important aspect of these participants' problem…
Descriptors: Secondary School Mathematics, Geometry, Secondary School Students, Interaction
Gunckel, Kristin L. – Science and Children, 2010
In an activity sequence that took place over several days, the class learned about sound and how people hear sounds. Following each activity, students engaged in whole-group sharing sessions and individual journal-writing sessions that were designed to help them see the patterns that emerged from their explorations. The activities were carefully…
Descriptors: Scientific Principles, Science Activities, Sequential Learning, Acoustics
French, Robert M.; Addyman, Caspar; Mareschal, Denis – Psychological Review, 2011
Individuals of all ages extract structure from the sequences of patterns they encounter in their environment, an ability that is at the very heart of cognition. Exactly what underlies this ability has been the subject of much debate over the years. A novel mechanism, implicit chunk recognition (ICR), is proposed for sequence segmentation and chunk…
Descriptors: Infants, Probability, Learning Processes, Pattern Recognition

Sil, E. M. – School Science and Mathematics, 1977
Numerous examples of patterning exercises suitable for all levels of elementary school mathematics are provided. (CP)
Descriptors: Elementary Education, Elementary School Mathematics, Instructional Materials, Mathematics Education

Bryden, M. P. – Child Development, 1972
Matched groups of good and poor readers were administered a task that involved making same-different judgments for various combinations of auditory sequential, visual sequential, and visual spatial patterns. (Author)
Descriptors: Auditory Tests, Elementary School Students, Pattern Recognition, Performance Factors
Laughery, Kenneth R.; Spector, Amos – Journal of Experimental Psychology, 1972
Descriptors: Cluster Grouping, Cognitive Processes, Memory, Pattern Recognition

Klapper, Zelda S.; Birch, Herbert G. – Perceptual and Motor Skills, 1971
Descriptors: Age Differences, Auditory Perception, Child Development, Cognitive Ability