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Educational learning method using computer algorithms and AI
efficacy of adaptive learning systems in promoting student learning. Among 37 recent studies that examined the effects of adaptive learning on learning outcomes
Adaptive_learning
Tuning parameter (hyperparameter) in optimization
the learning rate is often varied during training either in accordance to a learning rate schedule or by using an adaptive learning rate. The learning rate
Learning_rate
Educational technology company
Squirrel Ai Learning is an international educational technology company that specializes in intelligent adaptive learning and was one of the first companies
Squirrel_AI
Subset of artificial intelligence
neural network capable of self-learning, named crossbar adaptive array (CAA). It gives a solution to the problem learning without any external reward, by
Machine_learning
American online software provider
EdCast: Adaptive Ed Tech". Harvard Graduate School of Education. Retrieved 3 July 2013. Vander Ark, Tom (13 June 2012). "DreamBox Learning: Adaptive, Engaging
DreamBox_Learning
Educational technology
product was an adaptive-learning platform, which powered a variety of learning domains, including two Kidaptive-created apps for early learning. Kidaptive
Kidaptive
Computational model used in machine learning
values, and to improve the rate of convergence, refinements use an adaptive learning rate that increases or decreases as appropriate. The concept of momentum
Neural network (machine learning)
Neural_network_(machine_learning)
Optimization algorithm
with AdaGrad (for "Adaptive Gradient") in 2011 and RMSprop (for "Root Mean Square Propagation") in 2012. In 2014, Adam (for "Adaptive Moment Estimation")
Stochastic_gradient_descent
Adaptive environmental assessment and management (AEAM)
Adaptive management, also known as adaptive resource management or adaptive environmental assessment and management, is a structured, iterative process
Adaptive_management
Educational publisher
professional settings. It produces textbooks, digital learning tools, and adaptive technology to enhance learning experiences and outcomes. It is one of the "big
McGraw_Hill_Education
Private school & college in Jewry Street, London , United Kingdom
David Game College launched the Sabrewing Programme, an AI-enabled adaptive learning system that in some cases replaces traditional teaching for selected
David_Game_College
American financial and corporate software company
and its core product to Workday Adaptive Planning. In 2003, Robert S. Hull and Richard L. Dellinger co-founded Adaptive Planning to market enterprise budgeting
Workday,_Inc.
American educational technology company
Knewton is an adaptive learning company that has developed a platform to personalize educational content as well as has developed courseware for higher
Knewton
Use of technology in education to enhance learning and teaching
the learner, who may not even be conscious of the learning process. The combination of adaptive learning, using an individualized interface and materials
Educational_technology
Australian educational technology company
tools, known collectively as the Adaptive eLearning Platform, are a web-based suite that develops adaptive learning content and applications, deploys
Smart_Sparrow
American entrepreneur
of several non-aviation businesses in the telecommunications and adaptive learning fields. He is also the co-owner of the NASCAR Cup Series racing team
Maury_Gallagher
Paradigm in machine learning that uses no classification labels
moved towards supervision again with the advent of dropout, ReLU, and adaptive learning rates. A typical generative task is as follows. At each step, a datapoint
Unsupervised_learning
American educational software company
a digital-first learning company, moving beyond its legacy as a traditional publisher. The company now provides K-12 adaptive learning solutions, including
The_Learning_Company
Machine learning strategy
conflict and ignorance) with adaptive, incremental learning policies in the field of online machine learning. Using active learning allows for faster development
Active learning (machine learning)
Active_learning_(machine_learning)
American private school network
companies hired for core services. The companies are 2 Hour Learning, which supplies the adaptive learning platform; Trilogy Enterprises, which manages financial
Alpha_School
Generalized neurodevelopmental disorder
person's adaptive functioning, the diagnosis is not made rigidly. It encompasses intellectual scores, adaptive functioning scores from an adaptive behavior
Intellectual_disability
Algorithm that changes its behavior at the time it is run
science) Adaptive filter Adaptive grammar Adaptive optimization Anthony Zaknich (25 April 2005). Principles of Adaptive Filters and Self-learning Systems
Adaptive_algorithm
American psychologist
Medicine, and the founder of Insight Learning Technology, Inc, a company that applies perceptual learning, adaptive learning technology, and principles from
Philip_Kellman
French AI firm
Adaptive ML (often styled as Adaptive) is a private software company based in New York, United States and Paris, France. The company focuses on reinforcement
Adaptive_ML
Streaming media technique
that multi-agent Q-learning can be applied to improve QoE fairness among multiple adaptive streaming clients. HTTP-based adaptive bit rate technologies
Adaptive_bitrate_streaming
of adaptive expertise is the ability to apply knowledge effectively to novel problems or atypical cases in a domain. Holyoak characterized adaptive experts
Adaptive_expertise
American educational software company
learning analytics company that makes Pre-K–12 educational software and adaptive assessments. Renaissance employs about 1,000 employees in nine U.S. cities
Renaissance_Learning
Education software publisher
and adaptive learning experiences for students. Their work was influenced by research on cognitive psychology, AI and education. Carnegie Learning was
Carnegie_Learning
Educational technology company
Area9 Lyceum is a cloud-based adaptive-learning software provider headquartered in Copenhagen, Denmark and Boston, Massachusetts. Area9 was founded in
Area9_Lyceum
Machine learning paradigm
dynamic environments without requiring manual annotation. In many adaptive learning pipelines, pseudo-labels are chosen when the classifier produces sufficiently
Self-supervised_learning
Field of machine learning
Reinforcement learning is one of the three basic machine learning paradigms, alongside supervised learning and unsupervised learning. While supervised learning and
Reinforcement_learning
Type of control method
Nondual adaptive controllers Adaptive pole placement Extremum-seeking controllers Iterative learning control Gain scheduling Model reference adaptive controllers
Adaptive_control
Process of acquiring new knowledge
thought to underlie both adaptive as well as maladaptive learning processes in the organism.[citation needed] Active learning occurs when a person takes
Learning
Medical education concept
fosters the development and use of adaptive expertise in practice. This concept emphasizes the importance of lifelong learning, self-regulation, and adaptability
Master_adaptive_learner
user-adaptive computer systems such as Adaptive hypermedia systems, Recommender systems, Adaptive websites, Adaptive learning, Personalized learning and
International Conference on User Modeling, Adaptation, and Personalization
International_Conference_on_User_Modeling,_Adaptation,_and_Personalization
American electrical engineer, academic and researcher
machine learning techniques including neural networks into adaptive feedback control systems. He developed a new generation of nonlinear adaptive feedback
Frank_L._Lewis
Psychological theory
conscious mind. It is thought to be adaptive as it helps to keep the organism alive. Architecturally, the adaptive unconscious is said to be unreachable
Adaptive_unconscious
Automotive technology
systems Ford: Adaptive Shift Strategy (ASS) Toyota: AI-Shift Control Volkswagen/Audi: Tiptronic and DSG adaptive learning ZF: Adaptive control in 6HP
Adaptive_transmission_control
Hypermedia which varies output provided according to a model of the user
Adaptive hypermedia (AH) uses hypermedia which is adaptive according to a user model. In contrast to regular hypermedia, where all users are offered the
Adaptive_hypermedia
System with self-optimizing transfer function
complexity of the optimization algorithms, almost all adaptive filters are digital filters. Adaptive filters are required for some applications because some
Adaptive_filter
Solving multiple machine learning tasks at the same time
previous experience of another learner to quickly adapt to their new environment. Such group-adaptive learning has numerous applications, from predicting financial
Multi-task_learning
Online mathematics education program
also offers an Artificial Intelligence math tutor. Mathspace uses an adaptive learning model to personalize the software experience for each student. The
Mathspace
Psychological concept
psychological mechanisms that produce adaptive responses to environmental demands. At the proximate level, adaptive behavior depends on intact cognitive
Adaptive_behavior
Instructional strategy and a type of blended learning
pre-class preparation is now done through adaptive lessons for half of the course (limited funding). A commercial adaptive platform, Smart Sparrow, that combines
Flipped_classroom
Software development process
it. During speculation, the project is initiated and adaptive cycle planning is conducted. Adaptive cycle planning uses project initiation information—the
Adaptive_software_development
Global software company
bundle learning analytics to help automate tasks and identify risks. An adaptive learning engine personalizes the content for each learner. Learning Analytics
D2L
Type of learning
Instructional Computing Systems for Meaningful Learning". In Jones, Marlene; Winne, Philip H. (eds.). Adaptive Learning Environments. NATO ASI Series (Series F:
Meaningful_learning
For-profit university based in Schaumburg, Illinois, US
AIU launched a proprietary adaptive learning technology called intellipath™ to deliver data-driven personalized learning. The platform assesses students'
American InterContinental University
American_InterContinental_University
Hypotheses of second-language acquisition
findings from linguistic neuroscience, ecological psychology, and adaptive learning technologies. These approaches argue that language acquisition should
Input_hypothesis
Learning technique
Instead of focusing on memorization, the learner experiences an adaptive learning experience based upon the current context. The augmented content can
Augmented_learning
Academic journal
collaborative learning tools; learning with mobile devices; wearable devices and interfaces for learning; personalized and adaptive learning systems; tools
IEEE Transactions on Learning Technologies
IEEE_Transactions_on_Learning_Technologies
Model-free reinforcement learning algorithm
Adaptive Array (CAA). The memory matrix W = ‖ w ( a , s ) ‖ {\displaystyle W=\|w(a,s)\|} was the same as the eight years later Q-table of Q-learning.
Q-learning
Theory in neuropsychology
Adaptive resonance theory (ART) is a theory developed by Stephen Grossberg and Gail Carpenter on aspects of how the brain processes information. It describes
Adaptive_resonance_theory
Professor of mechanical engineering at University of South Florida
education research methods, open courseware development, flipped and adaptive learning, and the state and future of higher education. In 1981, Kaw completed
Autar_Kaw
Branch of machine learning
non-learning RNN architecture consisting of neuron-like threshold elements. In 1972, Shun'ichi Amari made this architecture adaptive. His learning RNN
Deep_learning
Machine learning technique
"Self-organizing maps for storage and transfer of knowledge in reinforcement learning". Adaptive Behavior. 27 (2): 111–126. arXiv:1811.08318. doi:10.1177/1059712318818568
Transfer_learning
Adjusting to and understanding change in a workplace
established eight dimensions of adaptive performance. Pulakos et al. proposed the following dimensions for adaptive performance: Handling emergencies
Adaptive_performance
Educational software application
programs, materials, or learning and development programs. The learning management system concept emerged directly from e-Learning. Learning management systems
Learning_management_system
Phase transition in machine learning
of adaptive optimizers, weight decay, initial parameter weight norm, and more. This perspective is complementary to a unifying "pattern learning speeds"
Grokking_(machine_learning)
American business consultancy company
in 2021 to Recurrent Ventures. In 2022, Talespin acquired Pioneer Adaptive Learning Platform. Aaron Vaccaro has been the president of Singularity University
Singularity_Group
South Korean private education company
Chungdahm announced plans to partner with Knewton to incorporate adaptive learning into its curriculum. Chungdahm entered into partnerships with Apax
Chungdahm_Learning
Overview of and topical guide to machine learning
Outline of deep learning Outline of robotics Accuracy paradox Action model learning Activation function Activity recognition ADALINE Adaptive neuro fuzzy
Outline_of_machine_learning
American psychologist and social philosopher (1904–1990)
resurgence of interest in the topic related to the development of adaptive learning systems. During World War II, the US Navy required a weapon effective
B._F._Skinner
Physiological process
threshold would be determined by learning and adapting to the environment in which the organism finds itself. For adaptive learning to be inherited, one would
State_switching
through 8th grade, focusing primarily on math and reading. It uses "adaptive learning" technology to assess a child's strengths and weaknesses, automatically
AdaptedMind
Range of approaches to teaching
incorporate machine learning and other such technologies to implement adaptive learning. "Where mind is without fear". The Hindu. Chennai, India. 11 January
Activity-based learning in India
Activity-based_learning_in_India
self-reinforcement learning systems". CMPSCI Technical Report 95-107, University of Massachusetts at Amherst, UM-CS-1995-107 Bozinovski, S. (1999) "Crossbar Adaptive Array:
Timeline_of_machine_learning
Interdisciplinary academic field
equity. Learning sciences Instructional Design Adaptive Learning Human-Computer Interaction Dede, Chris; Richards, John; Saxberg, Bror (2018). "Learning Engineering
Learning_engineering
Machine learning technique useful for dimensionality reduction
approach. The time adaptive self-organizing map (TASOM) network is an extension of the basic SOM. The TASOM employs adaptive learning rates and neighborhood
Self-organizing_map
Psychology term
that have been tested and across many different learning paradigms, thereby suggesting some adaptive advantages, such as protecting the organism from
Latent_inhibition
Private university in Chicago, Illinois
students who may not be fully prepared for college, Pathways implements adaptive learning technology, Student Success Coaches, and flipped classroom environments
National_Louis_University
Fusion adaptive resonance theory (fusion ART) is a generalization of self-organizing neural networks known as the original Adaptive Resonance Theory models
Fusion adaptive resonance theory
Fusion_adaptive_resonance_theory
French computer scientist (born 1960)
He is the co-director of the Learning in Machines and Brain research program (formerly Neural Computation & Adaptive Perception) of CIFAR. In 2016,
Yann_LeCun
Education game program
the Common Core Standards for grades k-5. Sokikom is designed as an adaptive learning experience. Sokikom received a 2011 BESSIE Award from ComputED Gazette
Sokikom
British businessman (born 1963)
to 2017. He has been a vocal proponent of the use of digital and adaptive learning technology in education. Levin was born in Harare, Zimbabwe. His father
David_Levin_(businessman)
Riedmiller, Martin; Braun, Heinrich (November 1992). "Rprop – A Fast Adaptive Learning Algorithm". Proceedings of the International Symposium on Computer
History of artificial neural networks
History_of_artificial_neural_networks
American neuroscientist
adapts to a changing world, aiming to uncover internal models and the mechanisms of adaptive sensorimotor behavior in intelligent systems—“adaptive intelligence”
Mackenzie_Weygandt_Mathis
Decentralized machine learning
subnetworks. IDA (Inverse Distance Aggregation) is a novel adaptive weighting approach for federated learning nodes based on meta-information which handles unbalanced
Federated_learning
Video game series
JumpStart 3D Virtual World in 2009. Features such as Progress Reports and Adaptive Learning were incorporated to adjust content difficulty based on player performance
JumpStart
Form of computer-based test that adapts to the examinee's ability level
all examinees, computer-adaptive tests require fewer test items to arrive at equally accurate scores. The basic computer-adaptive testing method is an iterative
Computerized_adaptive_testing
Term referring to efforts to tailor education to meet the different needs of students
implementing personalized learning. Adaptive learning Blended learning Flip teaching Gradual release of responsibility Mastery learning School of one School
Personalized_learning
Study of evolving memory systems
element of studying adaptive memory is to consider its basis on empirical evidence and study methodology. The methodology for testing adaptive memory and the
Adaptive_memory
objectives. The adaptive machine category should not be confused with adaptive manufacturing or adaptive machine learning. Adaptive machines can be quite
Adaptive_machine
Effect of learned behavior on evolution
JSTOR 2405746. Sznajder, B.; Sabelis, M. W.; Egas, M. (September 2012). "How Adaptive Learning Affects Evolution: Reviewing Theory on the Baldwin Effect". Evolutionary
Baldwin_effect
Education of children outside of a school
teacher, many homeschooling families use less formal, more personalized learning methods that are not always found in schools. The practice of homeschooling
Homeschooling
Largely debunked theories that aim to account for differences in individuals' learning
analysis to assess the learning styles of their students and adapt their classroom methods to best fit each student's learning style. There are many different
Learning_styles
Learning heuristic for supervised learning
at A Direct Adaptive Method for Faster Backpropagation Learning: The RPROP Algorithm. RPROP− is defined at Advanced Supervised Learning in Multi-layer
Rprop
Evolutionary process
only be determined after the event. Adaptive evolution in the human genome Adaptive memory Adaptive mutation Adaptive system Anti-predator adaptation Body
Adaptation
Online tutoring and assessment program
(2005); Baxter & Thibodeau (2011). Canfield (2001). "Bridging the gap: Adaptive learning program developed at UCI supplements and reinforces math and science
ALEKS
American bass guitarist and composer (born 1953)
sporadically. He currently works as a vice president for Analytics and Adaptive Learning at Pearson Education. 1976 The Great Spectacular (Formally released
Andy_West
American economist
business and computer science. The Glob club uses AI, Machine learning and digital adaptive learning to help many organizations improve programs in areas like
Susan_Athey
School district in Missouri, U.S.
had 71,000 square feet (6,600 m2) of area. Mike Clemens Center for Adaptive Learning (O'Fallon) Wagner, Laura (April 24, 2023). "Incoming Superintendent
Fort_Zumwalt_School_District
Government Initiative for Business Incubation
thinking, adaptive learning, physical computing etc. The program is suitable students between 6th to 12th standards. It includes hands-on learning of modern
Atal_Innovation_Mission
Finnish interactive music service
takes a song-first and AI-driven approach, using 3D hand models, adaptive learning paths, and gamification to teach guitar to beginners. All four platforms
Yousician
In psychology, when old knowledge interferes with new knowledge
occurs when a learned, previously adaptive response to one stimulus interferes with the acquisition of an adaptive response to a novel stimulus that is
Negative_transfer_(memory)
findings from linguistic neuroscience, ecological psychology, and adaptive learning technologies. These approaches argue that language acquisition should
Theories of second-language acquisition
Theories_of_second-language_acquisition
Polish computer scientist (born 1947)
Journal of Adaptive Control and Signal Processing. 8 (3): 299–300. doi:10.1002/acs.4480080309. Cichocki, Andrzej; Amari, Shun-Ichi (2002). Adaptive Blind Signal
Andrzej_Cichocki
Indian national digital education platform
Infrastructure scaling for peak demand The 2024–2027 roadmap includes: Adaptive learning technologies Enhanced offline features Expanded vocational training
Digital Infrastructure for Knowledge Sharing
Digital_Infrastructure_for_Knowledge_Sharing
Creating a data structure representing a user
her. Highly adaptive user models Highly adaptive user models try to represent one particular user and therefore allow a very high adaptivity of the system
User_modeling
Computer scientist
Startup Adaption Labs Challenges Dominant Scaling Paradigm, Focuses on Adaptive Learning". Whalesbook. 2025-10-22. "A Single-Shot Generalized Device Placement
Sudip Roy (computer scientist)
Sudip_Roy_(computer_scientist)
ADAPTIVE LEARNING
ADAPTIVE LEARNING
Surname or Lastname
English
English : habitational name from Astbury in Cheshire, named from Old English ēast ‘east’ + burh ‘manor’, ‘stronghold’ (dative byrig).
Surname or Lastname
English
English : habitational name from any of the various places in northern England named with the dative plural form (used originally after a preposition) of Old Norse hlaða ‘barn’ (dative plural hlǫðum, i.e. ‘at the barns’), as for example Latham in West Yorkshire, Lathom in Lancashire, and Laytham in East Yorkshire.
Biblical
respiration; conversion; taking captive;man sitting in Nob;dweller on the mount, he that predicts;
Boy/Male
Biblical
Who rests himself, who is now captive'.
Surname or Lastname
English
English : habitational name from a place in Hertfordshire or Oxfordshire called Albury, from Old English eald ‘old’ + byrig, dative of burh ‘stronghold’.
Male
English
Anglicized form of Hebrew Gemaryah, GEMARIAH means "God has accomplished." In the bible, this is the name of the son of Hilkiah who bore Jeremiah's letter to the captive Jews.Â
Boy/Male
Biblical
Respiration, conversion, taking captive.
Surname or Lastname
English
English : variant of Field, from the dative plural of Old English feld ‘open country’.
Surname or Lastname
English
English : topographic name for someone who lived by a meadow. Compare Mead. The form meadow derives from mǣdwe, the dative case of Old English mǣd.
Surname or Lastname
English
English : topographic or habitational name, ultimately from the dative case, byrig, of Old English burh ‘stronghold’, ‘fortified place’ + man ‘man’.
Surname or Lastname
English (Yorkshire)
English (Yorkshire) : habitational name from Hotham in the East Riding of Yorkshire, named from a dative plural hÅdum of an Old English hÅd ‘shelter’.
Female
Irish
Dative case of Irish Gaelic Éire, ÉIRINN means "Ireland."Â
Girl/Female
Biblical
That makes captive.
Surname or Lastname
English
English : variant of Coates, from the dative singular of cote, cott.Americanized spelling of German Koth.
Surname or Lastname
English
English : habitational name from Tewkesbury in Gloucestershire, named in Old English with the (otherwise unattested) personal name Tēodec + byrig, dative case of burh ‘fortified place’.
Surname or Lastname
English
English : habitational name for someone from Kelham in Nottinghamshire, so named from the dative plural of Old Norse kjǫlr ‘(place at) the ridges’.
Biblical
that makes captive
Biblical
who rests himself; who is now captive
Surname or Lastname
English
English : variant of Wick 1, from the Old English dative plural wīcum ‘at the outlying farm’.
Surname or Lastname
English
English : habitational name from a place in Somerset named Bradney, from Old English brÄd ‘broad’ (dative -an) + Ä“g ‘island’.
ADAPTIVE LEARNING
ADAPTIVE LEARNING
Surname or Lastname
Irish
Irish : reduced Anglicized form of Gaelic Ó Caollaidhe ‘descendant of Caollaidhe’, a personal name based on caol ‘slender’, ‘graceful’.English : variant of Keighley.Americanized spelling of German Kühle, variant of Kühl (see Kuhl) or of Kühling (see Keeling).
Boy/Male
Arabic, Australian, Muslim
Shield
Girl/Female
Muslim/Islamic
Moon
Boy/Male
Christian & English(British/American/Australian)
Fortunate Spear
Girl/Female
Hindu, Indian
The World; Goddess Parvati
Surname or Lastname
English
English : variant of Brook.Americanized form of Dutch Brugman.
Girl/Female
Native American
Butterfly sitting on a flower.
Boy/Male
Arabic
Mark; Sign
Boy/Male
Muslim
Sample, Model, Paragon
Girl/Female
Australian
Green
ADAPTIVE LEARNING
ADAPTIVE LEARNING
ADAPTIVE LEARNING
ADAPTIVE LEARNING
ADAPTIVE LEARNING
p. pr. & vb. n.
of Captive
n.
A captive; a prisoner.
p. a.
Taken prisoner; made captive; insnared; charmed.
n.
Adaptation.
p. pr. & vb. n.
of Adapt
a.
Additive.
n.
The quality of being adaptive; capacity to adapt.
v. t.
To take prisoner; to capture.
a.
Pertaining to adoption; made or acquired by adoption; fitted to adopt; as, an adoptive father, an child; an adoptive language.
a.
Adaptive.
imp. & p. p.
of Captive
n.
The dative case. See Dative, a., 1.
a.
In a state of servitude or slavery; captive.
a.
Captive; wretched; unfortunate.
a.
Adaptive.
a.
Suited, given, or tending, to adaptation; characterized by adaptation; capable of adapting.
n.
Mutual adaption.
n.
The result of adapting; an adapted form.
a.
Proper to be added; positive; -- opposed to subtractive.
a.
Of or pertaining to bondage or confinement; serving to confine; as, captive chains; captive hours.