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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
Smart enseigno https://www.smartenseigno.fr/ Free Educlever PARIS, 59 rue Benoit Malon, 94250 Gentilly, France 2019 Academic - School Primary (6-11 years old) Analytics 0 EDUCLEVER, CABRILOG, INRIA WIMMICS, LUDOTIC A rich, evolving body of mathematical resources for CP, CE1 and CE2 classes [in the French school system], SmartEnseigno offers students a range of learning activities reflective of their needs (adaptive learning). The teacher has a dedicated digital assistant (smart dashboard). Adaptive learning, smart dashboard, expert system, reasoner, machine learning Learning mathematics N/A Personalized learning, student monitoring N/A
iTalk2Learn https://www.italk2learn.com/ Free University College London, Gower Street Wc1e 6bt London, UK 2012 Academic - School Primary (6-11 years old) Natural language processing, Speech Recognition and Analytics 0 Projet de recherche, Franctions Lab , financé par l'Union Européenne iTalk2Learn is a learning platform that supports maths learning for students aged 5 to 11. It facilitates interaction in different modalities including speech, as well as multiple representations which can be manipulated and reasoned with when learning fractions. The system takes into account all historical performance across an entire student base as well as the behavioural patterns of each individual student in order to adapt more intelligently to their needs. It is able to interact with and respond to a student’s speech throughout a tutoring session to detect patterns of behaviour, attitude to the learning situation and affective states. Machine learning, Natural language processing, Bayesian networks (an AI technique) to detect and improve the emotional states of the student, Speech recognition to interact with and respond to a student's speech. Mathematics learning N/A Learn in a more natural way, Individualized learning, Detect and improve the emotional states of the student, Provide context specific feedback N/A https://www.italk2learn.com/deliverables-and-publications/publications/
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
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
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
Rubi https://rubi.ucsd.edu Free San Diego (USA) 2004 Academic - School Preschool (0-5 years) Visual recognition and Robotics 0 University of California The goal of the Rubi project is to explore the potential of sociable robots as an educational and enrichment tool for toddlers in early childhood education environments. Students can play with the robot; the robot can ask questions and smile, its cameras can identify each child's face and tell when they’re feeling happy, sad, angry or frustrated. Recognizes facial expressions, Identifies each child’s face, identifies their emotions (joy, sadness, anger, frustration), Predicts children's preferences for different activities. N/A Plays with children, Identifies children's emotions, Predicts children's preferences. N/A https://rubi.ucsd.edu/publications
Completing the loop https://le.unimelb.edu.au/news/articles/learning-analytics-with-the-loop-tool Free Australie 2016 Academic - School Post-secondary (18 years and over) Analytics 0 Université de Melbourne Platform that takes usage data from an online platform and displays it in an easy-to-understand way to give a better of idea of ​​student success and engagement. Also provides tools to help users measure the impact of events over the course of the term. For example, did students access the material before or after the lecture? How was the homework submitted? Data analysis N/A Makes it easy to monitor students and personalize learning N/A Bakharia, A. et al. 2016, April. A conceptual framework linking learning design with learning analytics. Dans Proceedings of the Sixth International Conference on Learning Analytics & Knowledge (pp. 329-338).
Myelin https://www.myelin.solutions/ Paid Montréal, Canada 2018 Commercial Other education actors and Learners with special needs Natural language processing and Analytics 0 Marc-Olivier Schüle, Marise Bonenfant et François Myelin is an autism information and collaboration platform. The platform allows users to ask very specific questions and obtain answers that are factual, reliable, and recent. Myelin combines three sources of information: scientific information, experiential information from the community, and situation-specific individual information. Machine learning algorithms to give a short answer reflective of the situation. Autism information and collaboration N/A Short, factual, reliable and recent answers that are adapted to the situation. Collaboration among users N/A
SmartClass+ HUB https://www.robotel.com/lets-talk-activity-management-platform/ Paid 3185 Delaunay Street Laval, QC, H7L 5A4 Canada Commercial Teachers Natural language processing, Speech Recognition and Analytics 0 Robotel Inc With SmartClass+ HUB, teachers can create personalized interactive exercises, assign them to their students and grade them directly in the platform AI for automatic grading of pronunciation Language teaching N/A Assess and grade students’ work directly using the platform, instant feedback to students, Personalized interactive activities. N/A
Alexa https://aws.amazon.com/fr/education/alexa-edu/ Paid 1100 Enterprise Way Sunnyvale, CA 94089, USA 2014 Commercial Post-secondary (18 years and over), Teachers and Learners with special needs Natural language processing and Speech Recognition 0 Amazon Lab126 With Alexa, students, educators, and parents can use their voice to interact with technology that deepens learning, provides access to critical information, and saves time. Students can track upcoming events on their calendar, get study resources, or make an appointment with a guidance counselor– all without having to open their computer. Teachers can use Alexa to prepare for upcoming lessons, while administrators can quickly access important information like enrollment statistics. Speech recognition N/A Quick access to information N/A Chung, H., Park, J., & Lee, S. (2017). Digital forensic approaches for Amazon Alexa ecosystem. Digital Investigation, 22, S15-S25.
Adaptiv'Math https://www.adaptivmath.fr/ Free France 2020 Academic - School Primary (6-11 years old) and Learners with special needs Analytics 0 EVIDENCEBAPMEP, BLUE FROG,ROBOTICS,DAESIGN,INRIA,FLOWERS,ISOGRAD, LIP 6,SCHOOLAB, SJER, NATHAN Adaptiv'Math gives school teachers a unique approach, combining new elements of cognitive explanations for foundation learning with an AI engine. The strength of this AI engine is that it assigns a series of exercises to each student in an increasingly personalized manner. Data analysis, group organization, personalized learning Learning mathematics N/A Remediation approach, feedback for students and teachers, evaluation assistance, differentiated teaching, signal detection N/A
Google Home https://assistant.google.com/intl/fr_ca/ Paid USA 2016 Commercial General public, Secondary (12-17 years old), Post-secondary (18 years and over), Teachers and Learners with special needs Natural language processing and Speech Recognition 0 Google Google Home is a series of speakers that are connected to a virtual personal assistant. This assistant is generally used at home, but why not use it in class? It can answer questions, give definitions, translate words, give reminders, etc., and is a quick way to provide struggling students with information. Voice recognition, Assistant N/A Quick access to information N/A Kepuska, V., & Bohouta, G. (2018, January). Next-generation of virtual personal assistants (microsoft cortana, apple siri, amazon alexa and google home). In 2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC) (pp. 99-103). IEEE.
Apple Siri https://www.apple.com/ca/siri/ Paid USA 2011 Commercial General public, Secondary (12-17 years old), Post-secondary (18 years and over), Teachers and Learners with special needs Natural language processing and Speech Recognition 0 Apple Siri is a virtual assistant. For some students, typing can be a challenge. Siri, Apple’s built-in personal assistant, can help students do the things they do every day — just by asking. They can say “Remind me to turn in my history paper Friday” or “Text Mom I’m staying after school.” Siri can help students who struggle with organization by scheduling activities and setting reminders. And Siri is integrated with VoiceOver — an advanced screen reader — so blind and low-vision students can ask where the nearest music store is, and hear the answer read out loud. Speech recognition N/A Quick access to information N/A Kepuska, V., & Bohouta, G. (2018, January). Next-generation of virtual personal assistants (microsoft cortana, apple siri, amazon alexa and google home). In 2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC) (pp. 99-103). IEEE.
Microsoft cortana https://www.microsoft.com/en-us/cortana Paid USA 2014 Commercial General public, Secondary (12-17 years old), Post-secondary (18 years and over), Teachers and Learners with special needs Natural language processing and Speech Recognition 0 Microsoft Cortana is a virtual assistant. Speech recognition Virtual assistant N/A Quick access to information N/A Kepuska, V., & Bohouta, G. (2018, January). Next-generation of virtual personal assistants (microsoft cortana, apple siri, amazon alexa and google home). In 2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC) (pp. 99-103). IEEE.
Knowji https://www.knowji.com/ Paid Palo Alto (USA) Commercial Primary (6-11 years old) and Learners with special needs Analytics 0 Knowji, Inc. Knowji is a fun application for learning vocabulary. Words that students make mistakes with are kept in memory and come up more often than words they succeed with. The app also brings back certain words when it’s been a while since they were practised. To calculate the time that should elapse before a word comes up again Learning vocabulary N/A Ensures long-term memory retention of everything you’ve learned N/A
Betty’s Brain https://wp0.vanderbilt.edu/oele/bettys-brain/ Free Vanderbilt University, Nashville, Tennessee 37240, USA Academic - School Secondary (12-17 years old) Natural language processing and Analytics 0 The Teachable Agents Group (à Vanderbilt University) Betty’s Brain is a computer-based learning environment that utilizes the learning-by-teaching paradigm to engage students in learning about science topics. Students are encouraged to teach a fellow student, in fact a virtual agent, called Betty. students are supported to teach Betty, then to query Betty to see how much she has understood, and finally to quiz Betty to see how well she does on questions generated automatically by the system, many of which the student may not have considered. Additionally, the system monitors the students’ actions, guides and mentors them as they go about their learning and teaching tasks. Science learning N/A Development of metacognitive skills, strengthen knowledge of river ecosystems N/A
Crystal Island http://projects.intellimedia.ncsu.edu/crystalisland/ Free North carolina state university, Raleigh, NC 27695, USA Academic - School Post-secondary (18 years and over) and Teachers Analytics 4,000 North carolina state university Crystal Island is a game-based learning environment for middle grade science and literacy. In the game, students play the role of a medical field detective investigating a mysterious infectious disease outbreak affecting a team of scientists on a remote island. While exploring the island research camp from an immersive first-person viewpoint, students utilize critical thinking skills to solve problems about the source and impact of the outbreak, test hypotheses using virtual laboratory equipment, and complete a diagnosis worksheet to record their findings. AI techniques to create an intelligent game-based learning environment, to provide automated supportive feedback, to build AI-driven autonomous non-player characters (companion agents) Learning science and language arts N/A Motivating and engaging context for students to solve a scientific problem, Develop the ability to interpret complex information texts. complete classroom instruction, test bench for researching intelligent tutoring systems, Free. N/A http://projects.intellimedia.ncsu.edu/crystalisland/publications
IBM Watson Education https://www.ibm.com/watson/education Paid Armonk (USA) 2010 Commercial Secondary (12-17 years old) Analytics 0 IBM Platform that offers lessons, level-appropriate activities and assignments for students. It identifies the student’s shortcomings and pays particular attention to these. The teacher is kept informed through personalized reports. AI to personalize content for students based on mastery, Tracking students progress, adapting the conversation, and providing insights to instructors Adaptive learning platform N/A Customizes content, Adapts conversations, Ideas for instructors N/A Chen, Y., Argentinis, J. E., & Weber, G. (2016). IBM Watson: how cognitive computing can be applied to big data challenges in life sciences research. Clinical therapeutics, 38(4), 688-701.
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
Passeport Révisions https://passeportrevisions.fr/passeport-revisions-a-propos/ Paid 58 Rue Jean Bleuzen, 92170 Vanves, France Commercial Primary (6-11 years old) and Learners with special needs Analytics 0 Hachette Éducation The Passeport Révisions application allows children to review France’s mathematics and French curriculum throughout the year. The app has more than 10,000 exercises, lesson reminders and animated tips, as well as a video game world and Knewton adaptive learning technology to provide personalized revision paths. Adaptive learning for personalized revision paths Reviewing mathematics and French N/A Series of exercises adapted to each child, Rewards, cups and games to motivate children, All your children's results in detail N/A
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