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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
Dreambox https://www.dreambox.com Paid Bellevue (USA) 2006 Commercial Preschool (0-5 years) and Primary (6-11 years old) Analytics 3,000,000 Dreambox Learning Dreambox is an online math program that supplements basic education in the classroom or at home. It dynamically adapts to the learner, delivering personalized instruction. AI engine to provide behaviour analytics, Learning mathematics N/A Personalized teaching, Teacher support with educational data analysis Home license: $12.95 /month per learner. School license: $20 / year per learner Lenard, M. A., & Rhea, A. (2018). Adaptive Math and Student Achievement: Evidence from a Randomized Controlled Trial of DreamBox Learning. Manuskript, Harvard Graduate School of Education, Cambridge, MA.
Quizalize https://www.quizalize.com/ Free features St Thomas Street, London, England SE1 9RS, GB 2014 Commercial Primary (6-11 years old), Secondary (12-17 years old), Post-secondary (18 years and over), Teachers and Learners with special needs Analytics 3,200,000 Zzish Ltd Quizalize is a platform where students learn through fun quizzes. The platform automatically differentiates learning based on student performance while providing data on proficiency. Record of each student’s strengths and weaknesses, analysis of performance data Automatically differentiating learning by student performance N/A Fun quizzes, Personalized learning, Helps teachers identify what help each student needs or topics for further study. The free teacher account has limited functions. A premium account costs $5.75 / month.
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
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.
Plexuss https://plexuss.com/solutions/home Paid 231 Market Place, Suite 241 San Ramon, California 94583, USA 2011 Commercial Post-secondary (18 years and over) Analytics 6,000,000 JP NOVIN PLEXUSS is the largest digital ecosystem for students to connect with over 18,000 colleges and universities worldwide. Our exclusive social and machine learning technology helps students worldwide connect with social capital that propels students forward. Recruitment, data analysis, selection N/A Attract new students, selects students based on the interests and needs of the student and the school N/A
Civitas Learning https://www.civitaslearning.com Paid Austin (USA) 2011 Commercial Post-secondary (18 years and over) Analytics 8,000,000 Charles Thornburgh, Laura Malcolm et Mark Milliron Civitas Learning’s student success intelligence platform helps colleges and universities harness the power of their student data to improve outcomes. Adaptive learning N/A Automated identification of actionable knowledge points, custom predictive models. N/A Milliron, M., Kil, D., Malcolm, L., & Gee, G. (2017). From innovation to impact: How higher education can evaluate innovation's impact and more precisely scale student support. Planning for Higher Education, 45(4), 125-136.
Alta https://www.knewton.com/what-is-alta/ Paid New York (USA) 2018 Commercial Post-secondary (18 years and over) Analytics 15,000,000 Knewton, Inc. Alta is an adaptive learning courseware, built on Knewton, that offers text-based and video instruction, interative content, asignments and reviews materials. It can identify and dynamically boost knowledge gaps while while a student completes assignments. Adaptive learning to identify knowledge gaps and dynamically fill those gaps. N/A Personalized learning experience 39,95$/student
Ellucian Analytics https://www.ellucian.com/solutions/ellucian-analytics Paid 2003 Edmund Halley Drive, Reston, VA 20191, USA Commercial Post-secondary (18 years and over) Analytics 20,000,000 Ellucian Ellucian Analytics is a guided business intelligence platform that enables institutions to convert meaningful data from across systems into actionable decisions. Predictive data analytics Transform institutional data into actionable insights N/A Transform institutional data into actionable insights Price
SplashLearn https://www.splashlearn.com/ Free features 548 Market St #64304, San Francisco, CA 94104-5401, USA Commercial Preschool (0-5 years), Primary (6-11 years old), Teachers and Learners with special needs Analytics 30,000,000 StudyPad, Inc. Platform with math games and activities adapted to the student’s level and speed. Teachers and parents receive detailed reports on student progress. Adaptive algorithm to provide each child with a personalized learning experience. Learning mathematics N/A Personalized learning experience, Dashboard with detailed progress reports. Some features are not available with a free account
Turnitin https://www.turnitin.com/fr Paid Oakland (USA) 1997 Commercial Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers Natural language processing 30,000,000 John Barrie et Christian Storm Turnitin is a web-based plagiarism detection service that detects the degree of plagiarism in work submitted by a student. Detection of similar content (texts) Provide teachers with information on plagiarized sources and the degree of plagiarism. N/A Provides teachers with information on plagiarized sources and the degree of plagiarism. Helps students understand academic integrity in written assignments. Turnitin cannot be sold to students. It is sold to educational institutions, which make it available to teachers and students. Halgamuge, Malka N. "The use and analysis of anti‐plagiarism software: Turnitin tool for formative assessment and feedback." Computer Applications in Engineering Education 25.6 (2017): 895-909.
Byju’s https://byjus.com Free features Bengaluru (India) 2015 Commercial Preschool (0-5 years), Primary (6-11 years old) and Secondary (12-17 years old) Analytics 42,000,000 Byju Raveendran Byju's is a learning app that offers video lessons and personalized learning journeys mapped to the student's grade & syllabus. Adaptive learning Science and mathematics learning N/A Personalized learning journeys, Adaptive questions as per the relevant syllabus, Adaptive & interactive tests. The amount of the fees depends on the course or test. Sruthi, P., & Mukherjee, S. Byju’s The Learning App: An Investigative Study On The Transformation From Traditional Learning To Technology Based Personalized Learning.
Coursera http://fr.coursera.org Free features Mountain view (USA) 2012 Commercial Post-secondary (18 years and over) Analytics 47,000,000 Stanford professors Andrew Ng and Daphne Koller Coursera is an online learning platform that partners with universities and other organizations to offer online courses, specializations, and degrees in a variety of subjects. Recommend courses. Inform the teacher as soon as that a large number of learners give a wrong answer to a question or a Duty. S.O. Online learning, Many partner universities, open courses S.O. Shafiq, H., Wani, Z. A., Mahajan, I. M., & Qadri, U. (2017). Courses beyond borders: A case study of MOOC platform Coursera. Library Philosophy and Practice, 1-15.
Prodigy https://www.prodigygame.com/ Free features 226 Wyecroft Rd, Oakville, ON L6K 3X7, Canada 2012 Commercial Primary (6-11 years old) Analytics 50,000,000 Alex Peters and Rohan Mahimker, Prodigy Education Prodigy Math Game is a curriculum-aligned, fantasy-based math game. As players compete in math duels against in-game characters, it borrows elements from role-playing games (RPGs) such as Pokemon. To win, they must answer sets of questions. Serious game, Adaptive learning and differentiated instruction principles to adjust content, reporting tools Mathematics N/A Engage learners to interact actively for longer periods of time, Maximize motivation The membership price starts at $4.99/month on a yearly plan
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