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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
OU Analyse https://analyse.kmi.open.ac.uk/ Free Royaume-Uni 2017 Academic - School Post-secondary (18 years and over) and Learners with special needs Analytics 0 Knowledge Media Institute Pilot project based on machine learning for early identification of students at risk of failing. All students at risk of failing have course tutors and student support teams available to them every week for appropriate support. Data analysis Identify students at risk of failure. N/A Detects students at risk of failure. N/A Rienties, B., Cross, S. et Zdrahal, Z., 2017. Implementing a learning analytics intervention and evaluation framework: What works?. In Big data and learning analytics in higher education (pp. 147-166). Springer, Cham.
Jules https://devoirsfaits.cned.fr/presentation Free BP 60200 86980 Futuroscope Chasseneuil Cedex France 2019 Academic - School Secondary (12-17 years old) and Learners with special needs Natural language processing and Analytics 0 CNED (à la demande du ministère de l'éducation nationale et de la jeunesse) Jules is an intelligent chatbot for French students that answers their questions while they’re doing their homework. Chatbot, Suggests personalized content. Help with homework N/A Homework help for students. Quick, concise responses. Suggests personalized content. Free. N/A
First Class https://beyond.psu.edu/firstclass/ Free 801, États-Unis Academic - School Teachers Natural language processing, Visual recognition and Analytics 0 Pennsylvania State University First Class is an immersive experience platform that brings the power of augmented reality to teacher education. First Class features a virtual K–12 class with six AI students, allowing aspiring teachers to use movement, voice, and gestures to interact with and react to the “virtual students” as the latter engage in a variety of behaviors. Immersive experience platform for aspiring teachers s.o. Practice authentically, Virtual students, Valuable feedback to users during and after their experience N/A
EER-Tutor https://ictg.cosc.canterbury.ac.nz:8005/eer-tutor/login Free Christchurch, New Zealand Academic - School Post-secondary (18 years and over) Natural language processing and Analytics 0 Intelligent Computer Tutoring Group, University of Canterbury EER-Tutor is a constraint-based tutor that teaches conceptual database design using the Entity Relationship model. Students are provided a problem solving environment to design a data model for a real world scenario. Adaptive tutorial dialogues facilitate discussion of mistakes in a student solution. Natural language processing, Machine learning to discover commonly occurring learning behaviours, Adaptive tutorial dialogues. Teaching conceptual database design using the Entity Relationship model N/A Adaptive tutorial dialogues, higher learning rate N/A
Mathia https://www.mathia.education/ Free France 2019 Academic - School Primary (6-11 years old) and Learners with special needs Natural language processing, Speech Recognition and Analytics 0 Prof en poche, Tralalere, LumenAI et Cabrilog Mathia is a smart 3D voice assistant. It lets teachers monitor their students’ progress and offer personalized lessons. Data analysis, creation of personalized paths, voice assistant and visualization tools Smart mathematics educational assistant N/A Personalized paths, monitors student progress N/A
leafsnap https://blog.library.tc.columbia.edu/b/14693-Leafsnap Free USA 2011 Commercial General public Visual recognition 0 Columbia University, University of Maryland, Smithsonian Institution Leafsnap is a mobile application that uses visual recognition software to identify tree species from photographs of their leaves. Visual recognition. Learning new tree species. Identifying tree species N/A Automatically identifies tree species from photographs of their leaves. Helps students notice, categorize and contextualize street trees in models of evolution. Free Currently for iPhone and iPad only Kumar, N., Belhumeur, P. N., Biswas, A., Jacobs, D. W., Kress, W. J., Lopez, I. C., & Soares, J. V. (2012, October). Leafsnap: A computer vision system for automatic plant species identification. In European conference on computer vision (pp. 502-516). Springer, Berlin, Heidelberg.
Alphago Teach https://alphagoteach.deepmind.com/ Free USA Commercial General public Planning 0 DeepMind Technologies Limited (acquired by Google) Google’s DeepMind subsidiary released a tool that’s designed to help people learn to play Go like its superhuman AlphaGo program. It’s an interactive tool, so users can see how the program reacts to different lines of play, as well as what it sees as its odds of a player winning using the black stones. Users can view the line that AlphaGo would take playing itself, as well as the most popular moves that human players made in the same situation. creating a superhuman system that can then go on to teach humans how it thinks Helping people learn to play Go N/A To help Go players better understand the behavior of AlphaGo N/A
Aida Calculus https://www.pearson.com/us/higher-education/products-services-teaching/learning-engagement-tools/aida.html Free features London (UK) 2019 Commercial Post-secondary (18 years and over) Analytics 0 Pearson Aida Calculus is an AI-powered mobile tutoring application designed to help learners tackle calculus (mathematical discipline). It analyzes and provides feedback on typed or handwritten work. Over time, Aida learns which approaches work best for each learner. Deep learning. Reinforcement learning. Real-time feedback. Personalized recommendations. Learning mathematics N/A Helps students tackle calculus, Gives learners personalized suggestions for practical problems. Available for download on iOS 13 and in a subscription model https://www.prnewswire.com/news-releases/pearson-releases-first-of-its-kind-ai-enabled-mobile-tutoring-experience-300955993.html
Symbolab https://www.symbolab.com/ Free features 4 Copper Tel Aviv Jaffa, 69710 Israel 2011 Commercial Secondary (12-17 years old) and Post-secondary (18 years and over) Analytics 0 EqsQuest Ltd Symbolab is an answer engine, online service, that computes step-by-step solutions to mathematical problems in a range of subjects, including algebra, calculus, trigonometry, and much more. Symbolab relies on machine learning algorithms for both search and solution aspects of the engine. Mathematics learning N/A Computing step-by-step solutions to mathematical problems Free accounts limited functionality.
BetterMarks https://bettermarks.com/ Paid bettermarks GmbH, Skalitzer Straße 85-86, 10997 Berlin (DE) 2008 Commercial Primary (6-11 years old), Secondary (12-17 years old) and Teachers Expert systems and Analytics 0 Bettermarks Platform designed to improve the math skills of kids ages 10 to 16. The student does the exercises on the platform and receives feedback for incorrect answers. Platform adapts to the student's understanding of the various mathematical concepts. System adapts to student’s level Facilitates personalized learning. N/A Adaptive learning N/A Scharnagl, S., Evanschitzky, P., Streb, J., Spitzer, M., et Hille, K. (2014). Sixth Graders Benefit from Educational Software when Learning about Fractions: A Controlled Classroom study. Numeracy: Advancing Education dans Quantitative Literacy, 7(1).
Tribal https://www.tribalgroup.com/ Paid UK 2014 Commercial Post-secondary (18 years and over) Analytics 0 Tribal Platform offers a program of resources and solutions adapted to each school and designed to deliver an educational experience adjusted to the students’ situation. Analyzes the school’s data to arrive at the appropriate solution N/A Education more reflective of the students’ profile N/A
edX https://www.edx.org Paid Cambridge (USA) 2012 Commercial Post-secondary (18 years and over) Analytics 0 MIT et Harvard University EdX is a MOOC provider that runs online university courses in a wide range of disciplines, including some free of charge. Machine learning, Adaptive learning and assessment Online learning N/A Online learning, Reduces cost, location and access barriers. Many partner universities, Open courses. N/A Rosen, Y., Rushkin, I., Rubin, R., Munson, L., Ang, A., Weber, G., ... & Tingley, D. (2018, June). The effects of adaptive learning in a massive open online course on learners' skill development. In Proceedings of the Fifth Annual ACM Conference on Learning at Scale (pp. 1-8).
Thinkster Math https://hellothinkster.com/ Paid South Brunswick (USA) 2014 Commercial Primary (6-11 years old) and Secondary (12-17 years old) Natural language processing and Analytics 0 Prazas Learning Inc Thinkster is a math learning program that combines curriculum with the personalization of real, experienced teachers and AI. Thinkster uses AI to identify student mistakes and weaknesses and to provide personalized assistance. AI that identifies the student's errors and weaknesses, Personalized assistance. Learning mathematics N/A Personalized tutoring service. Tutoring sessions with a real teacher every week. Learning analyses for parents and teachers. $100 to $150 per month.
SuperMemo https://www.supermemo.com/fr Paid Poznań, 60-307, Poland, ul. Commercial General public Planning and Analytics 0 SuperMemo World Using spaced repetition technique, SuperMemo allows users to revise and ultimately remember more about the subjects studied. Its aim is to minimize content revision time. The app monitors learning and, in different frequency modes, repeats subjects already covered. Artificial neural network to calculate the optimal repetition interval for each learner Language learning N/A Predict when the learner is about to forget and repeat topics Price of $ 60 (latest version: 2013)
Happy Numbers https://happynumbers.com Paid 2345 Yale Street., First Floor, Palo Alto, CA 94306, USA Commercial Primary (6-11 years old), Secondary (12-17 years old) and Teachers Analytics 0 Happy Numbers Inc. Happy Numbers is an AI-based platform that offers students one-on-one tutoring and guidance in math. It features math exercises and analyzes students’ performance, after which it sends feedback to teachers. Mathematics learning N/A Students progress at their own pace, Provide immediate feedback based on the student's response, Teachers gain actionable insight into student performance. Price: $ 14.5 / student / year
Teach to One: Math https://www.newclassrooms.org/ Paid 1250 Broadway, 30th Floor, New York, NY 10001, USA 2011 Commercial Primary (6-11 years old), Secondary (12-17 years old) and Teachers Analytics 0 New Classrooms Teach to One: Math is designed to give students rigorous and engaging learning experiences each day tailored to their strengths and needs. Its adaptive Personalized Curriculum uses analytics from historical learner patterns, individual learner attributes, and lesson characteristics to decide what, when, where, and how students learn. Teachers have access to complete, real-time information on student progress through the Teacher Portal, enabling them to supplement, reinforce, and advance in-class learning. Adaptive learning to persolize learning experiences N/A Personalized learning materials, Multiple types of assessments, Providing students with actionable feedback, Providing teachers with learning analytics. $ 225 per student each year Ready, D. (2014). Student mathematics performance in the first two years of Teach to One: Math.
Kaligo DYS https://kaligo-dys.com/ Paid France 2020 Commercial Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs Analytics 0 Learn&Go, INSA-IRISA, Université de Rennes 2, LP3C et UR1-IRISA The Kaligo DYS project offers an application to learn writing (especially graphomotor skills) for children with dysgraphia. Real-time analysis of writing quality to show students their mistakes and personalize exercises to their level Learning to write N/A Supplements traditional learning methods with exercises on a tablet, with and without a stylus. Offers differentiated learning paths and remediation based on an automatic analysis of students' writing. N/A
Amira Learning https://www.amiralearning.com/ Paid San Francisco, CA 94104, US. 2018 Commercial Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs Natural language processing, Speech Recognition and Analytics 0 Amira Learning Amira Learning is an intelligent reading assistant that listens, assesses & tutors. Amira recommends appropriately challenging stories, listens as a student reads aloud, and intervenes when helpful. Amira’s Dyslexia Screener identifies students at risk of Dyslexia and other disorders. AI to generate the right reading intervention at the right time, (voice recognition) to automate Oral Reading Fluency assessment N/A Accelerating reading mastery, giving teachers more time to teach, giving students a more effective way to practice, identifying students at risk of Dyslexia and other disorders, diagnostic reports that empower teachers and parents Amira Assessment costs about $5 per student per year. Dyslexia Screener costs about $2.50 per student, and interactive Amira Practice costs about $10 per user.
Miao http://www.miaoacademy.org Paid Singapore 2016 Commercial Secondary (12-17 years old) and Learners with special needs Natural language processing, Visual recognition and Analytics 0 Miao Technology Pte. Ltd. The Miao app and chatbot help students answer homework questions. Students take a picture of or type any math question, and the app shows them how to solve it step by step. Students get access to personalized educational content, including videos and articles to understand the educational concepts behind each question. They also receive real-time feedback so they can improve. Monitor student progress, adapt the conversation, and provide instructors with information Mathematics and science N/A Saves time (just a photo of the question), Solves mathematical and scientific questions, Real-time feedback on the student’s weaknesses. N/A
IXL https://ca.ixl.com/ Paid 777 Mariners Island Blvd., Suite 600, San Mateo, CA 94404 (USA) 1998 Commercial Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs Analytics 0 IXL Learning This platform helps students from kindergarten to Grade 6 learn math. - A variety of math skills are available for each class with interactive exercises. -Fun rewards and certificates that motivate your child to take on new challenges. Personalized, fun school support. Progress monitoring with IXL analyses Mathematics and English N/A Identify children's needs and solve their problems more effectively. Subscription starting at C$12.95/month
myKlovr https://myklovr.com/ Paid 1350 Avenue of the Americas, 2nd Floor New York, NY 10019, USA 2016 Commercial Secondary (12-17 years old) and Post-secondary (18 years and over) Analytics 0 Student Global, LLC MyKlovr is an AI based platform to help high school students get into their best-fit colleges. It utilizes AI and data science to provide personalized college counseling and the very best tools and resources to help students maximize their chances of college admissions. AI and data science to provide personalized college counseling and the very best tools and resources to help students maximize their chances of college admissions. Helping high school students get into better colleges N/A Helping students maximize their chances of admission to college The platform is offered exclusively through employee benefit plans