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Branch of analytics
Learning analytics is the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and
Learning_analytics
Discovery, interpretation, and communication of meaningful patterns in data
descriptive analytics, diagnostic analytics, predictive analytics, prescriptive analytics, and cognitive analytics. Analytics may apply to a variety of fields
Analytics
Statistical techniques analyzing facts to make predictions about unknown events
Predictive analytics encompasses a variety of statistical techniques from data mining, predictive modeling, and machine learning that analyze current
Predictive_analytics
Computer scientist and learning analytics researcher
Dragan Gašević is Professor of Learning Analytics at Monash University. He is a researcher in learning analytics and co-developed several software systems
Dragan_Gašević
Use of technology in education to enhance learning and teaching
that use learning analytics, allowing learners to visualize their learning and to reflect metacognitively. This integration of learning analytics and self-regulation
Educational_technology
Educational software application
Learning management systems were designed to identify training and learning gaps using analytics and reporting. LMSs are focused on online learning delivery
Learning_management_system
Subset of artificial intelligence
Retrieved 17 January 2022. "A Beginner's Guide To Machine learning For Embedded Systems". Analytics India Magazine. 2 June 2021. Archived from the original
Machine_learning
Web analytics service from Google
Google Analytics is a web analytics service offered by Google that tracks and reports website traffic and mobile app traffic and events, currently as a
Google_Analytics
American educational software company
Renaissance Learning, Inc. (also known simply as Renaissance) is a software as a service and learning analytics company that makes Pre-K–12 educational
Renaissance_Learning
Practice in the field of learning and achievement
Data-Informed, Personalized Learning Support Actions". Journal of Learning Analytics. 5 (3). Society for Learning Analytics Research: 235–249. doi:10.18608/jla
Corrective_feedback
Australian academic
"Analysis of the Community of Learning Analytics" (PDF). CEUR Workshop Proceedings. Workshop on the Learning Analytics Data Challenge. Vol. 974. S2CID 3120155
Ryan_S._Baker
Lake Analytics distributes analytics service that makes big data easy. Machine Learning Studio easily builds, deploys, and manages predictive analytics solutions
Cloud_analytics
a conservative view about learning analytics. Learning analytics helps obtain real time data for higher education learning processes but, at the same
Privacy_in_education
Interdisciplinary academic field
data collected as designs are carried out in the world. Methods from learning analytics, design-based research, and rapid large-scale experimentation are
Learning_engineering
American academic (born 1964)
Distinguished Achievement Professor of Learning Science in 2016. He has also been the Obel Foundation Professor of Learning Analytics at Aalborg University in Copenhagen
David_Williamson_Shaffer
Canadian academic
Baker Educational data mining Dragan Gasevic Arthur C. Graesser Learning analytics Learning sciences "George Siemens". University of Texas at Arlington.
George_Siemens
Academic journal
tools for learning analytics and educational data mining; ontologies for learning systems; standards and web services that support learning; authoring
IEEE Transactions on Learning Technologies
IEEE_Transactions_on_Learning_Technologies
Data analytics approach
Augmented Analytics is an approach of data analytics that employs the use of machine learning and natural language processing to automate analysis processes
Augmented_Analytics
institutions of higher learning. Academic Analytics in the EDUCAUSE Resource Library Arnold, K. E. (2010). Signals: Applying Academic Analytics. Educause Quarterly
Analytics_in_higher_education
Canadian educational technology company
and publisher of the Edsby platform, a web-based K-12 learning management system (LMS) and analytics platform. It also produces Destinations, an outcome-based
Edsby
Computer system to provide instruction to learners
teacher needs for real-time analytics in blended classrooms. In Proceedings of the Seventh International Learning Analytics & Knowledge Conference (pp
Intelligent_tutoring_system
AI whose outputs can be understood by humans
(XAI), generally overlapping with interpretable AI or explainable machine learning (XML), is a field of research that explores methods that provide humans
Explainable artificial intelligence
Explainable_artificial_intelligence
Professor (1965–2016)
intellect. Duval served on the executive committee of the Society for Learning Analytics Research (SoLAR), as a fellow of the AACE, as a member of ACM, and
Erik_Duval
Artificial intelligence in IT operations
Operations) refers to the use of artificial intelligence, machine learning, and big data analytics to automate and enhance data center management. It helps organizations
AIOps
students at The Open University." Learning Analytics Review (2015): 1–16. Siemens, George, et al. Open Learning Analytics: an integrated & modularized platform
List of datasets for machine-learning research
List_of_datasets_for_machine-learning_research
Research field
of learning investigated by researchers in educational psychology and the learning sciences. The field is closely tied to that of learning analytics, and
Educational_data_mining
Administrative position at a university
students to have an active role in the learning analytics process. When creating policy that guides learning analytics, CPOs must take into account the culture
Campus_privacy_officer
Directorate Early Learning and Childcare Directorate Education Reform Directorate Justice Directorate Learning Directorate Lifelong Learning and Skills Directorate
Education and Justice Directorates
Education_and_Justice_Directorates
Topics referred to by the same term
algorithms used in image processing Watershed LRS, a Learning Record Store and Learning Analytics Platform Watershed (broadcasting), a time of day when
Watershed
Concept in business analytics
description, while business analytics focusses on prediction and prescription. Business analytics makes extensive use of analytical modeling and numerical
Business_analytics
Form of active learning
C. (September 2022). "A learning analytics approach towards understanding collaborative inquiry in a problem-based learning environment". British Journal
Inquiry-based_learning
create very in-depth e-learning analytics because of the large amounts of learning data they record and store. Traditional e-learning specifications like
Learning_Record_Store
machine learning, geographic mapping, and data visualisation. Patent analytics is a specialized domain within intellectual property analytics. It is used
Patent_analytics
Branch of machine learning
In machine learning, deep learning (DL) focuses on utilizing multilayered neural networks to perform tasks such as classification, regression, and representation
Deep_learning
Distinguished Professor of Learning Sciences
projects Big Data from Small Groups: Learning Analytics and Adaptive Support in Game-based Collaborative Learning aimed to develop a new model of Computer
Cindy_Hmelo-Silver
Intellectual property analytics (commonly IP analytics) is the systematic analysis of data from intellectual property rights, including patents, trademarks
Intellectual property analytics
Intellectual_property_analytics
Overview of and topical guide to machine learning
is provided as an overview of, and topical guide to, machine learning: Machine learning (ML) is a subfield of artificial intelligence within computer
Outline_of_machine_learning
customization of the Open edX learning management system and later expanded into instructional design, learning analytics, mobile learning applications, and artificial
Raccoon_Gang
Statistical software
Institute for data management, advanced analytics, multivariate analysis, business intelligence, and predictive analytics. SAS was developed at North Carolina
SAS_(software)
Group intelligence that emerges from collective efforts
practice community focused on “education for CI” that links education, learning-analytics, and CI research agendas. Citizen science Civic intelligence Collaborative
Collective_intelligence
Canadian information studies scholar
2013. Hicss. "Minitrack: Learning Analytics & Networked Learning" (PDF). Retrieved 5 March 2013. "Society for Learning Analytics Research". Retrieved 14
Caroline_Haythornthwaite
Analysis
engagement in online learning using learning analytics methods. Student athletes create one of the dominant groups in most learning environments in the
Student_engagement
Period of reduced funding and interest in AI research
deliberately called their work by other names, such as informatics, machine learning, analytics, knowledge-based systems, business rules management, cognitive systems
AI_winter
Strategies for analysis and use of data
performance management, benchmarking, text mining, predictive analytics, and prescriptive analytics. BI tools can handle large amounts of structured and sometimes
Business_intelligence
Technology company
Guardian Analytics, based in Mountain View, California, is a privately held company which provides behavioral analytics and machine learning technology
Guardian_Analytics
Machine learning technique
foundation for predictive learning dates back to the 17th century, where British insurance company Lloyd's used predictive analytics to make a profit. Starting
Predictive_learning
research on the learning framework proposed by marketing simulation games which focuses on how game analytics and learning analytics provide students
Marketing_simulation_game
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
— flashcard-based memorisation tool REPLAY — lecture capture and learning analytics system SchoolTool — student information and school administration
List of free educational software
List_of_free_educational_software
Educational technology project
software generates transparent real-time learning analytics so teachers can better understand each student's learning journey, and students acquire deeper
Stanford Mobile Inquiry-based Learning Environment
Stanford_Mobile_Inquiry-based_Learning_Environment
Book on data science applications
computational statistics, and analytics classes at various institutions. Dinov, Ivo (2018). Data Science and Predictive Analytics: Biomedical and Health Applications
Data Science and Predictive Analytics
Data_Science_and_Predictive_Analytics
manufacturing analytics, financial analytics, and healthcare. Additionally, it is the location of India's largest deep reinforcement learning group. At the
Artificial intelligence in India
Artificial_intelligence_in_India
Threat monitoring technology
User behavior analytics (UBA) or user and entity behavior analytics (UEBA), is the concept of analyzing the behavior of users, subjects, visitors, etc
User_behavior_analytics
Social entity established to pursue a scholarly field or academic discipline
under the influence of technology acceptance and community factors. A learning analytics application". Computers in Human Behavior. 34: 339–344. doi:10.1016/j
Learned_society
Distance education using mobile device technology
of the learner. A fourth phase now adds AI, extended reality, and learning analytics, aiming for personalized and immersive experiences. Later research
M-learning
Software analytics is the analytics specific to the domain of software systems taking into account source code, static and dynamic characteristics (e.g
Software_analytics
Study of the separation, identification, and quantification of matter
machine learning, an essential skill. This era also focuses strongly on sustainability, leading to the green chemistry subfield of Green Analytical Chemistry
Analytical_chemistry
Quantified study of social practices
in the fall of 2020. Cultural analytics shares many ideas and approaches with visual analytics ("the science of analytical reasoning facilitated by visual
Cultural_analytics
homework by a deadline or complete learning controls in the exam mode. Teachers see the learning progress and learning analytics of their learners, can give
Learning_Experience_Platform
French company
utilizing: data and analytics, resource assessments, reservoir characterization, and production and monitoring. Viridien utilizes analytics and Earth monitoring
Viridien
operations analytics (ITOA) is an approach or method to retrieve, analyze, and report data for IT operations. ITOA may apply big data analytics to large
IT_operations_analytics
Private university in Telangana, India
Association for the Advancement of Cost Engineering (AACE), the Society for Learning Analytics Research (SoLAR), and the MHRD's Innovation Cell. These memberships
Woxsen_University
American analytics and business intelligence company
"Cloud analytics startup Sigma Computing raises $300 mln in funding round". December 16, 2021. Retrieved November 26, 2025. "No-code cloud analytics startup
Sigma_(analytics_company)
Collection of statistics in sports
Sabermetrics. There are two key aspects of sports analytics—on-field and off-field analytics. On-field analytics deals with improving the on-field performance
Sports_analytics
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
Bangladeshi online educational platform
Digital practice tests Learning analytics Founder & CEO: Ayman Sadiq 10 Minute School is one of the most widely used online learning platforms in Bangladesh
10_Minute_School
As a general definition, paradata are usage data about learning resources that include not just quantitative metrics (e.g., how many times a piece of content
Paradata (learning resource analytics)
Paradata_(learning_resource_analytics)
Overview of and topical guide to games
skills and character traits. Learning analytics – Collecting data about learners for understanding and optimizing learning. Entertainment – Activity that
Outline_of_games
support the learning process common to peer review across educational contexts. Instructor Analytics Dashboard: Instructors access an analytics dashboard
Visual_Peer_Review
American researcher, academic and author (born 1959)
of education and computer science, director of the Penn Center for Learning Analytics Kenneth Koedinger, professor of human–computer interaction and psychology
Bruce_M._McLaren
Open culture movement
November 2023). "Understanding privacy and data protection issues in learning analytics using a systematic review". British Journal of Educational Technology
Open_education
Data science software
Information Miner, is a data analytics, reporting and integrating platform. KNIME integrates various components for machine learning and data mining through
KNIME
Canadian software company
communication tools (e.g., Microsoft Teams, Slack, Zoom), and analytics platforms (e.g., Google Analytics, PowerBI, Snowflake). Docebo has demonstrated consistent
Docebo
Topics referred to by the same term
Rand Light Infantry, South Africa Renaissance Learning, an educational assessment and learning analytics company Rhodesian Light Infantry, military unit
RLI
Form of business analytics offering future decision options
Prescriptive analytics is a form of business analytics which suggests decision options for how to take advantage of a future opportunity or mitigate a
Prescriptive_analytics
considered a methodology for data modeling, predictive analytics, dynamical system analysis, machine learning and time series analysis. Mathematical models have
Empirical_dynamic_modeling
GUI – GUI interface for R Revolution Analytics – production-grade software for the enterprise big data analytics RStudio – GUI interface and development
List_of_statistical_software
US government R&D program
simulations Learning analytics and performance modeling Associated learning theory (e.g., pedagogy, andragogy, instructional design) Distributed learning interoperability
Advanced_Distributed_Learning
Tabular comparison of deep learning software
notable software frameworks, libraries, and computer programs for deep learning applications. Licenses here are a summary, and are not taken to be complete
Comparison of deep learning software
Comparison_of_deep_learning_software
Data science software
Get-More-Open-Core Predictive Analytics, September 1, 2015. "Python eats away at R: Top Software for Analytics, Data Science, Machine Learning in 2018: Trends and
RapidMiner
Specification for assessment contents and results representation
material between authoring and delivery systems, repositories and other learning management systems. It allows assessment materials to be authored and delivered
QTI
Swedish software company
data analytics, combining a number of data sources so that associations and connections can be formed across the data. The two main data analytics products
Qlik
American businessman (born 1964)
North acquired a controlling interest in Boston-based learning analytics company Intellify Learning. Grayer is a frequent speaker on education reform, investing
Jonathan_Grayer
Process of analyzing large data sets
intelligence (e.g., machine learning) and business intelligence. Often the more general terms (large scale) data analysis and analytics—or, when referring to
Data_mining
Open standard process model
widely-used analytics model. In 2015, IBM released a new methodology called Analytics Solutions Unified Method for Data Mining/Predictive Analytics (also known
Cross-industry standard process for data mining
Cross-industry_standard_process_for_data_mining
Software developer
company developed embedded analytics and data visualization tools for business intelligence applications. In April 2021, Logi Analytics was acquired by insightsoftware
Logi_Analytics
resources. This field of research combines text analytics and Semantic Web technologies like RDF. Semantic analytics measures the relatedness of different ontological
Semantic_analytics
Extremely large or complex datasets
tends to refer to the use of predictive analytics, user behavior analytics, or certain other advanced data analytics methods that extract value from big data
Big_data
Theory and philosophy of learning
action learning, adventure learning, free-choice learning, cooperative learning, service-learning, and situated learning. Experiential learning is often
Experiential_learning
Disciplines of managing data as a resource
performance management, benchmarking, text mining, predictive analytics, and prescriptive analytics. A data mart is a structure/access pattern specific to data
Data_management
Professor of information science
department of learning technologies at the University of North Texas. His research and activities of interest include learning analytics, learning technologies
Kinshuk_(professor)
Consortium of higher education institutions
outcome analytics both within and across institutions, but can also save time and effort with data management tasks. Unizin further states that analytics will
Unizin
Cloud-based service and infrastructure
modular cloud services including computing, data storage, data analytics, and machine learning, alongside a set of management tools. It runs on the same infrastructure
Google_Cloud_Platform
Type of analytics software
statistics, data mining, machine learning, text analytics and data visualization procedures. Statistica is a suite of analytics software originally developed
Statistica
CatBoost Chainer Data Analytics Acceleration Library Deeplearning4j Dlib Encog Flux Google JAX Keras LIBSVM LightGBM MATLAB + Deep Learning Toolbox Microsoft
List_of_data_science_software
Software environment created at Vanderbilt University
to Characterize Self-Regulated Learning Behaviours in Open-Ended Learning Environments. Journal of Learning Analytics, 2(1), 13-48. Kinnebrew, J., Segedy
Betty's_Brain
Irish sociologist
attention". Proceedins of the Fourth International Conference on Learning Analytics and Knowledge - LAK '14. pp. 36–43. doi:10.1145/2567574.2567581. ISBN 9781450326643
Roland_Tormey
Machine learning methods using multiple input modalities
Multimodal learning is a type of deep learning that integrates and processes multiple types of data, referred to as modalities, such as text, audio, images
Multimodal_learning
Physicist/Author – ''Where Are All The Aliens?''
About Space, vol 113, pp 46–47. Webb, Stephen (2017). Book review: Learning Analytics Explained – in: Innovations in Education and Teaching International
Stephen_Webb_(scientist)
Programming language
Michele; Dinsmore, Thomas W. (2015). Advanced Analytics Methodologies: Driving Business Value with Analytics. Pearson Education. p. 203. ISBN 978-0-13-349860-8
SAS_language
LEARNING ANALYTICS
LEARNING ANALYTICS
Surname or Lastname
English
English : variant spelling of Waring.
Surname or Lastname
English
English : unexplained.
Surname or Lastname
English (Dorset and Somerset)
English (Dorset and Somerset) : unexplained.Dutch : patronymic from a short form of the personal name Julianus (see Julian).
Biblical
learning
Girl/Female
Tamil
Vidhya | விதà¯à®¯à®¾,விதà¯à®¯à®¾Â
Knowledge, Learning
Vidhya | விதà¯à®¯à®¾,விதà¯à®¯à®¾Â
Surname or Lastname
English
English : variant spelling of Lanning.
Girl/Female
Sikh
Knowledge, Learning
Surname or Lastname
English
English : variant of Leeming.
Surname or Lastname
English
English : habitational name from Feering, a village in Essex, named from the Old English personal name Fēra + -ingas ‘people of’, i.e. ‘(settlement of) Fēra’s people’.Americanized spelling of German Viering, a topographic name for someone from a swampy area, from a derivative of Germanic vir ‘bog’, ‘swamp’, or a variant of Fehring 2.
Boy/Male
Tamil
Vidaysagar | விதாயà¯à®¸à®¾à®•à®°
Learning ocean
Vidaysagar | விதாயà¯à®¸à®¾à®•à®°
Girl/Female
Biblical
Learning.
Girl/Female
Gujarati, Hindu, Indian
Learning
Boy/Male
Hindu
Learning ocean
Surname or Lastname
English
English : unexplained. Probably a respelling of Irish Hearon.Possibly also an altered form of German Haering (see Hering).
Surname or Lastname
English
English : patronymic from a Germanic personal name beginning with the element gÄ“r, gÄr ‘spear’ (see Geary 2).Probably an Americanized spelling of German Gehring.
Girl/Female
Tamil
Learning
Girl/Female
Arabic, Muslim, Parsi
Learning; Wisdom
Surname or Lastname
English
English : patronymic from Dear 1.Americanized spelling of German Diering, a variant of Döring (see Doering).
Biblical
ploughing plough or till
Girl/Female
Hindu
Learning
LEARNING ANALYTICS
LEARNING ANALYTICS
Boy/Male
Muslim/Islamic
Light lamp
Girl/Female
American, Australian, British, English, Greek
Defender of Mankind; Helper
Boy/Male
Muslim
Garden, Meadow, Paradise
Girl/Female
Hebrew American English
Wished-for child; rebellion; bitter.
Girl/Female
Hawaiian
Gentle caress.
Girl/Female
Irish
From caomh â€gentle, beautiful, precious.†The same root as Kevin, the name has become very popular in Ireland with the original Irish spelling. In 2003 it was the twelfth most popular Irish girl name for baby girls.
Boy/Male
American, Australian, British, English, Irish, Jamaican, Scottish
Watch Tower; From the Craggy Hills; Conqueror; Victory; Castle
Girl/Female
Tamil
Star, Nakshatra
Boy/Male
British, English, Irish
Battle
Surname or Lastname
Chinese
Chinese : Cantonese variant of Qin 1.Korean : variant of Chon.English (Wiltshire) : variant spelling of Chunn.
LEARNING ANALYTICS
LEARNING ANALYTICS
LEARNING ANALYTICS
LEARNING ANALYTICS
LEARNING ANALYTICS
n.
The parts by which motion imparted to one portion of an engine or machine is transmitted to another, considered collectively; as, the valve gearing of locomotive engine; belt gearing; esp., a train of wheels for transmitting and varying motion in machinery.
n.
Purport; meaning; intended significance; aspect.
n.
A pilgrim bearing or wearing a cross.
a.
Giving previous notice; cautioning; admonishing; as, a warning voice.
pl.
of Earning
n.
Attention to what is delivered; opportunity to be heard; audience; as, I could not obtain a hearing.
n.
That which is meant or intended; intent; purpose; aim; object; as, a mischievous meaning was apparent.
n.
That which is signified, whether by act lanquage; signification; sence; import; as, the meaning of a hint.
a.
Guiding; directing; controlling; foremost; as, a leading motive; a leading man; a leading example.
n.
Improperly, the unsupported span; as, the beam has twenty feet of bearing between its supports.
n.
That part of any member of a building which rests upon its supports; as, a lintel or beam may have four inches of bearing upon the wall.
n.
The act, or state, of inclining; inclination; tendency; as, a leaning towards Calvinism.
n.
The act, power, or time of producing or giving birth; as, a tree in full bearing; a tree past bearing.
n.
The act or power of perceiving sound; perception of sound; the faculty or sense by which sound is perceived; as, my hearing is good.
a.
Pertaining to, or designed for, wear; as, wearing apparel.
n.
A line for hauling the reef cringle to the yard; -- also called reef earing.
n.
The gross amount of the balances adjusted in the clearing house.
n.
The act of gathering after reapers; that which is collected by gleaning.
n.
The acquisition of knowledge or skill; as, the learning of languages; the learning of telegraphy.
n.
The knowledge or skill received by instruction or study; acquired knowledge or ideas in any branch of science or literature; erudition; literature; science; as, he is a man of great learning.