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Name URL Cost Address Year Created Type Audiences Technologies User count Creators Description Evolution Tech Description Uses Reasons Managers Strategies Pros Limitations Difficulties Publications
Duolingo https://fr.duolingo.com Free features Pittsburgh (Etats-Unis) 2012 Commercial General public Natural language processing, Speech Recognition and Analytics 500,000,000 Duolingo Duolingo is an American platform that includes a language-learning website and mobile app, as well as a digital language-proficiency assessment exam. Language learning N/A Adaptive learning N/A Settles, B., T. LaFlair, G., & Hagiwara, M. (2020). Machine Learning–Driven Language Assessment. Transactions of the Association for Computational Linguistics, 8, 247‑263. https://doi.org/10.1162/tacl_a_00310
MATHiaU https://www.carnegielearning.com/products/software-platform/mathiau-learning-software/ Paid 501 Grant Street, Union Trust Building, Suite 1075, Pittsburgh, PA 15219, USA Commercial Post-secondary (18 years and over) and Teachers Natural language processing and Analytics 0 Carnegie Learning, Inc. MATHiaU is an intelligent tutoring system that provides a personalized experience with customized feedback and deep insight into where students currently are and where they are headed. Adaptive learning, Adaptive Personalized Learning to give instructors a clear projection of where students are heading in their progress to mastery, A live facilitation tool that provides in-the-moment, actionable data. Mathematics learning N/A Personalized learning, Insight into students learning progress, Providing instructors with in-the-moment, actionable data. N/A
Acrobatiq http://acrobatiq.com Free 701 Sutter Street, 6th Floor San Francisco, CA 94109 (USA) 2013 Academic - School Post-secondary (18 years and over) and Teachers Analytics 0 Carnegie Mellon University Acrobatiq is a learning and data analytics platform that enables institutions to deliver a more personalized learning experience to students, and real-time actionable insights about who needs help and where to faculty, course mentors and others involved in the learning process. Adaptive learning, Giving instructors real-time insight into how their students are performing. N/A Personalized, adaptive learning for every student, Real-time actionable insights about who needs help and where. N/A Joo, J. et Spies R. R. (2019). Aligning Many Campuses and Instructors around a Common Adaptive Learning Courseware in Introductory Statistics Lessons from a Multi-Year Pilot in Maryland. ITHAKA SR
OttoLearn https://www.ottolearn.com Paid 449 Provencher Blvd. Winnipeg, Manitoba R2J 0B8 Canada 2009 Commercial Other education actors Analytics 0 Neovation Learning Solutions ottoLearn is an agile adaptive microlearning platform that stands alone or works with any learning management system to improve learner retention. ottoLearn engages learners with prompts to take a few minutes of personalized learning activities every day and it uses each learner’s mastery goals and past performance to determine which areas they need to improve. Adapt learning activities to the knowledge of the learner, detect and eliminate knowledge gaps. Adaptive microlearning platform N/A Personalized learning for each learner, Comments on the learning activity, improving retention of training, Performance analysis User subscription: $ 2 per month
Area9 Rhapsode https://area9lyceum.com Paid 126 Woodland Road Chestnut Hill, MA 02467 2018 Commercial Post-secondary (18 years and over) Analytics 0 Area9 Lyceum ApS Area9 Rhapsode is an adaptive learning platform designed to deliver unique learning to each student based on their strengths and shortcomings. It also offers advanced analysis of student learning. Apprentissage adaptatif pour donner un apprentissage unique à chacun des étudiants. Adaptive learning to provide every student with unique learning. N/A Personalized learning, analysis of student learning. A license must be purchased.
Quantum Adaptive Learning http://www.quantumal.com Paid 309 Manor Rd, Delmont, PA 15626, États-Unis 1998 Commercial Post-secondary (18 years and over) Natural language processing and Analytics 0 Quantum Adaptive Learning, LLC Quantum Adaptive Learning is software that helps students master accounting through personalized learning and gives instructors real-time, actionable assessment tools to improve student learning and test performance. AI technology to interpret each student's work and explain why students' answers are right or wrong with personal comments. Learning accounting N/A Personalized learning, Personal comments on your work, Targets areas where students need help the most, Immediate answers to student questions Term subscription: $29.95 Sargent, C. S. (2013). Find it, fix it, and thrive: The impact of insisting on proficiency in prerequisite knowledge in intermediate accounting. Issues in Accounting Education, 28(3), 581-597.
Matrix LMS https://www.matrixlms.com/ Paid 4 Embarcadero Center, Suite 1400, San Francisco, CA 94111 Commercial Other education actors Analytics 0 Cypher Learning Matrix is ​​a learning management system that enables businesses to create and manage training activities, sell online courses, and track employee performance. It also personalizes the courses for each learner. Adaptive learning to personalize courses Learning management system N/A Personalized learning, Quiz management and plagiarism detection, Learning data analysis The price ranges from S249 to $3,299 per month depending on the number of active users and the billing period.
Reasoning Mind https://www.reasoningmind.org Paid Houston (USA) 2000 Commercial Preschool (0-5 years), Primary (6-11 years old), Secondary (12-17 years old) and Teachers Analytics 0 Reasoning Mind Reasoning Mind is a math program for preschoolers to junior high school students. It’s designed to be used in a classroom setting with the support of a teacher. The teacher receives real-time information on student progress. AI to intelligently suggest seating plan arrangements Learning mathematics N/A Personalized learning, The teacher receives real-time information on student progress. License for parents: $20/student per month. License for schools: $88/student per year.
Netex Learning https://www.netexlearning.com/en/ Paid Icaro 44. 15172. Oleiros. A Coruña, Espagne. Commercial Secondary (12-17 years old), Post-secondary (18 years and over), Teachers and Other education actors Analytics 0 Netex knowledge factory Netex Learning allows educators to design digital content and curricula across multiple devices, using audio, video, and Online-instructor assessment. With Netex, teachers can create customized student materials to be published on any digital platform while providing tools for video conferences, digital discussions, personalized assignments, and learning analytics that show visual representations of each student’s personal growth. Content processing, Breakdown textbook content into digestible “smart” study guide: chapter summaries, true-false and multiple choice practice tests, flashcards N/A Personalized learning, Users communicate with each other, Sharing learning content using playlists, Real-time progress updates for the learner Price
Woonoz https://www.woonoz.com/ Paid 6, avenue Sidoine-Apollinaire, 69009 Lyon 2005 Commercial Other education actors Analytics 5,000,000 Woonoz An AI product, the engine of Woonoz Memory Anchoring adapts to the way learners memorize, their level of knowledge and their learning pace. This app offers learners, in real time, the training best suited to them and optimizes their memorization. Memory anchoring engine Adaptive learning N/A Personalized learning, Maximizes the rate of information retention N/A
Embibe https://www.embibe.com/landing Free features Ist floor, Plot No 36, SJR Junction,100 Feet Road, Sony World Signal, Koramangala, Bangalore / Bengaluru Karnataka , 560095, India 2012 Commercial Secondary (12-17 years old) and Post-secondary (18 years and over) Analytics 0 Indiavidual Learning Pvt Ltd Embibe is an AI platform that provides educational services, with personalized feedback to students. It has a large data set of questions for students to practice and offers learning materials, adaptive practice, and academic videos to help students prepare for various exams. Machine learning for improved results, Adaptive practice, Personalized feedback. Helping students achieve higher test scores (in India) N/A Personalized learning, Personalized search engine, Adaptive practice for various exams. Some features are free, others are not
Edlive https://edlive.ca Paid 6274 Christophe Colomb, suite F, H2S 2G7, Montréal, Canada. Commercial Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers Analytics 450,000 EdLive EdLive supports schools, universities and businesses in the creation, deployment and continuous improvement of their online courses. Thanks to artificial intelligence, teachers personalize their educational content according to the difficulties of each student without additional efforts. EdLive allows students to be independent in their exam revisions by offering them interactive quizzes, revision guides and periods of questions. Predictive algorithm to provide personalized learning. Learning platform N/A Personalized learning, Interactive quizzes, Revision Guides, Periods of questions. Paid
Docebo Learn (LMS) https://www.docebo.com/fr/ Paid Via Toledo 156, Naples, Italie 2005 Commercial Other education actors Analytics 6,000,000 Docebo S.p.A Docebo Learn is a learning management system that uses AI algorithms to produce effective, in-depth learning experiences by creating personalized learning paths for each learner. Adaptive learning to create personalized learning paths for each learner. Learning management system N/A Personalized learning, Course progress reports. A license must be purchased.
RedBird Language Arts & Writing https://www.mheducation.com/prek-12/explore/redbird/language-arts-writing.html Paid 1325 Avenue of the Americas, New York, NY 10019, USA Commercial Primary (6-11 years old), Secondary (12-17 years old) and Learners with special needs Analytics 0 RedBird Adaptive Learning Redbird Language Arts & Writing leverages adaptive technology and a student-centered, personalized learning model to tailor instruction, accelerate learning, and empower every student to be in charge of their own learning. It uses groundbreaking writing analysis technology to provide students with immediate, error-specific feedback on their sentence and paragraph composition, keeping them actively engaged, writing more, and continuously improving. Adaptive learning to personalize instruction and to provide students with immediate, error-specific feedback on their sentence and paragraph composition. Helping students achieve their full potential as writers N/A Personalized learning, Immediate and error-specific feedback Student Edition subscription: $ 7.98 per year
NEO LMS https://www.neolms.com/ Free features 4 Embarcadero Center, Suite 1400, San Francisco, CA 94111 Commercial Primary (6-11 years old), Secondary (12-17 years old) and Post-secondary (18 years and over) Analytics 0 Cypher Learning With the NEO learning management system, schools and universities can create and manage learning activities, assess learners and monitor their achievements. The platform's adaptive learning can personalize the content learners see in classes and paths based on their progress. Adaptive learning to personalize content Learning management system N/A Personalized learning, Monitor learners' progress, Quiz management, Learning analysis reports The free version has limited functions.
Cerego https://www.cerego.com Paid 433 California Street Suite 1030, San Francisco, CA 94104 United States. 2000 Commercial Teachers Analytics 0 Cerego, Inc. Cerego is an adaptive learning technology platform based on principles of neuroscience and cognitive science. Adaptive learning is customized to an individual's learning journey. Timeline reviews and data insights help instructors and learners identify where they're at and areas of improvement. Adaptive learning N/A Adaptive learning, analysis After 30 day trial, $ 10 / month / person Harlow, I. M., Mumma, P. T., & Lewis, A. S. (2016). Translating Learning Science into Learning Strategy. Cerego White Paper.
Kidaptive https://www.kidaptive.com Paid Redwood city (USA) 2011 Commercial Preschool (0-5 years) and Primary (6-11 years old) Analytics 0 Kidaptive Kidaptive is an adaptive learning platform with entertaining and adaptive content for young children. Adaptive learning N/A Personalized learning, (entertaining) game-based learning, shares relevant knowledge about learning with parents. N/A Verhagen, J., Dalibert, L., Lucivero, F., Timan, T. et Co, L. (2016). Designing values in a adaptive learning platform. 6th International Learning Analytics & Knowledge Conference. Edinburgh, Scotland: ACM Digital Library.
Domoscio https://domoscio.com/solutions-fr/adaptive-learning/ Paid 20 Rue du Commandant René Mouchotte 75014 Paris, France. 2013 Commercial Primary (6-11 years old), Secondary (12-17 years old), Post-secondary (18 years and over), Teachers and Other education actors Analytics 0 Domoscio Domoscio connects cognitive science, big data and AI to create adaptive learning solutions. It optimizes assimilation and consolidation to improve learning impacts. Domoscio solutions offer learners quizzes, content and activities tailored to their needs and profile. Domoscio's adaptive anchoring algorithm offers custom evaluations and review plans. Domoscio solutions analyze data to generate intuitive dashboards with indicators and analysis tools. Adaptive learning system Adaptive learning N/A Personalized learning, motivation, optimized memorization, understanding of progress, student monitoring, better learning management N/A
RedBird Mathematics https://www.mheducation.com/prek-12/explore/redbird.html Paid 1325 Avenue of the Americas, New York, NY 10019, USA 2013 Commercial Preschool (0-5 years), Primary (6-11 years old), Secondary (12-17 years old) and Learners with special needs Analytics 0 RedBird Adaptive Learnin The Redbird Mathematics curriculum features the latest in adaptive instruction, gamification, and digital project-based learning. It combines the latest advances in adaptive learning with engagement through games, STEM-based projects and immediate feedback. Adaptive learning Mathematics learning s.o. Personalized learning, Immediate feedback, Help students understand math concepts, apply thei learning, and synthetise the mathematics using STEM-Based-base projects N/A cognimates.me
Khan Academy analytics https://www.khanacademy.org/ Free USA 2011 Academic - School Preschool (0-5 years), Primary (6-11 years old) and Secondary (12-17 years old) Analytics 0 David Hu Khan Academy offers practice exercises, instructional videos, and a personalized learning dashboard that empower learners to study at their own pace in and outside of the classroom. With Khan Academy, teachers can identify gaps in their students' understanding, tailor instruction, and meet individual student needs. S.O. Adaptive learning S.O. http://david-hu.com/2011/11/02/how-khan-academy-is-using-machine-learning-to-assess-student-mastery.html
Navi https://navi.education/ Free France 2020 Academic - School Primary (6-11 years old) and Learners with special needs Analytics 0 DOMOSCIO, BENEYLu, HACHETTE, DXC, AIDODYS, Laboratoire CHArt, Laboratoire KDIS, MOBIDYS, STORYPLAYR An ingenious assistant for teaching reading and writing. Navi recommends reading and writing activities tailored to the needs of your students in Cycle 2 [of the French school system] based on the learning traces you give them. Organization and characterization of educational content, personalization of student learning and memorization experiences, data partitioning (clustering) Learning to read and write N/A Assists teachers and gives them more time for remedial instruction. Personalized learning N/A