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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
AutoTutor https://www.memphis.edu/iis/projects/autotutor.php Free Institute of Intelligent Systems, University of Memphis, 365 Innovation Dr, Memphis, TN 38152, USA Academic - School Post-secondary (18 years and over) Natural language processing, Visual recognition, Speech Recognition and Analytics 0 The University of Memphis AutoTutor is a computer tutor that helps students learn by holding a conversation in natural language. It simulates a tutorial dialogue between human tutors and students as they work step-by-step through online tasks. AutoTutor tracks the cognition and emotions of the student and responds in a manner that adapts to the student. Emotions are recognized by the dialogue patterns, facial expressions, and body posture of the student. Learning physics and computer skills N/A Conversations in natural language (written or spoken). Conversational Agent adapts to the student, encouraging students to develop detailed responses and deep understanding N/A Graesser, A. C., Li, H., & Forsyth, C. (2014). Learning by communicating in natural language with conversational agents. Current Directions in Psychological Science, 23(5), 374-380.
TeachLivE http://teachlive.org/about/about-teachlive/ Free 12494 University Blvd., Orlando, FL 32816, USA 2013 Academic - School Post-secondary (18 years and over) and Teachers Natural language processing, Speech Recognition and Analytics 0 UCF Center for Research in Education Simulation Technology TLE TeachLivE™ is a mixed-reality classroom with simulated students that provides teachers the opportunity to develop their pedagogical practice in a safe environment that doesn’t place real students at risk. Experiential learning, avatar-based characters, mimic human nuances, voice, vocabulary, gestures Teacher training N/A Teachers can learn the instruction and management skills, Practicing teachers can hone and refine their skills, Examining how participants’ respond to a changing classroom environment, Experimenting with a new teaching idea poses no danger to the learning of any real student N/A Dieker, L. A., Rodriguez, J. A., Lignugaris/Kraft, B., Hynes, M. C., et Hughes, C. E. (2014). The potential of simulated environments in teacher education: Current and future possibilities. Teacher Education and Special Education, 37(1), 21-33.
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
Korbit https://korbit.ai/ Free Suite 304, 5555 Avenue de Gaspe, Montreal, QC H2T 2A3, Canada Commercial General public and Learners with special needs Natural language processing and Expert systems 0 Technologies Korbit Inc Korbit is a personalized learning platform that teaches you data science skills with AI. The learner creates their own personalized program based on their prior knowledge, relevant concepts and learns with their personal smart tutor, Korbi. AI to guide the learner in their learning, Answers the learner's questions. Learning data science N/A Personalized, interactive online course, Ask questions and solve problems with a smart tutor, Free. N/A
Typing Bolt https://www.typingbolt.com/ Free Ernakulam (Inde) Commercial General public Analytics 0 Typing Bolt Typing Bolt is an online typing tutor that helps you learn touch typing. Bolt AI is an Artifical Intelligent engine which studies typing patterns and tracks user levels using multiple unique algorithms. Using this engine typing bolt could provide a customized typing course for each user ( Optimized words for each user) automatically adjusting difficulty Levels. AI algorithms to study typing patterns and tracks user levels, to provide optimized typing words for each user, to automatically adjust difficulty levels Learning typing N/A Optimized words for each user, Adjust the difficulty levels, Real-time analysis reports 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
Pixatel http://www.pixatel.com/ Free features 809 Legion Way SE Suite 308, Olympia, WA 98501, USA Commercial General public, Primary (6-11 years old), Secondary (12-17 years old), Teachers and Learners with special needs Analytics 0 Pixatel Systems Inc. Pixatel is a tablet-based adaptive learning platform that provides children with dynamically tailored adaptive content suitable to their individual learning level—using daily practice and testing to master each topic before advancing to the next one. Auto-generated metrics allow teachers to target students most in need of attention in real time. Adaptive learning to personalize instruction N/A Improve learning outcomes, Increase student confidence and attention span, Weaker students benefit the most N/A
Conexus https://conexus.net/ Paid Grønland 67, 3045 Drammen, Norway 2001 Commercial Teachers and Other education actors Analytics 0 Conexus Platform gives teachers and principals an overview of the entire student learning process. Conexus collects data on student activity in the learning process, organizes the data and presents it visually. Platform offered in Norwegian. Data analysis system for learning N/A Personalized learning Platform in Norwegian
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.
Dragon Speech Recognition for education https://www.nuance.com/dragon/industry/education-solutions.html Paid Burlington (USA) 1997 Commercial Primary (6-11 years old), Secondary (12-17 years old) and Learners with special needs Speech Recognition 0 Dragon Systems (acquis par Nuance Communications, Inc.) Dragon Speech Recognition software helps students who struggle with writing express themselves simply by talking. Students can also use simple voice commands to conduct research, simply saying what and where to seach. Dragon can help teachers prepare lesson plans, syllabi, reading lists, and more with their voice. Voice recognition for writing and giving voice commands Verbal expression N/A Writing by simply talking, using voice commands to conduct research, Compose and send emails by voice, N/A
Amy https://www.amy.app/ Paid Dave Moskovitz, 19 Beere Haven Road, Seatoun, Wellington 6022, New Zealand 2015 Commercial Secondary (12-17 years old) Natural language processing 0 Jaipuna Limited Amy is an AI-powered private math tutor that is part of an online learning management system to improve user experience and student learning outcomes. Amy makes math learning easier by giving students feedback and teaching them the missing skill if the answer is incorrect. AI that gives explanations when an answer is wrong. Chatbot. Learning mathematics N/A Personalized learning, Real-time feedback, Explanations when a wrong answer is given, Teaches the identified missing skill, Analyzes student performance, Easy to add to an existing online education system. Intégration facile dans un système d'enseignement en ligne existant N/A
NAO https://www.softbankrobotics.com/emea/en/nao Paid 1-9-2 Higashi-shimbashi,Minato-ku,Tokyo, Japan 2006 Commercial Teachers, Researchers and Learners with special needs Visual recognition, Speech Recognition and Robotics 0 SoftBank Robotics NAO is a humanoid robot that can give lessons and encouragement and evaluate activities; a perfect assistant for educators. It can also be programmed using the Python and C ++ programming languages, which makes it useful for teaching coding to elementary, high school and university students. Voice recognition to communicate with students Humanoid robot that serves as an assistant for educators N/A Programmable with Python and C ++, Creates an empathetic bond with children, Engages in dialogue and enriched interactions, Promotes education with an individualized education program for disabled students, Recognition of objects and people, Programming tool NAO costs $16,000 in North America Tapus, A., Peca, A., Aly, A., Pop, C., Jisa, L., Pintea, S., ... & David, D. O. (2012). Children with autism social engagement in interaction with Nao, an imitative robot: A series of single case experiments. Interaction studies, 13(3), 315-347.
Musio X https://www.themusio.com/home Paid Ares Garden Omotesando 2F, 4-28-4 Jingumae, Shiguya-ku, Tokyo, Japan 2017 Commercial General public and Learners with special needs Natural language processing and Speech Recognition 0 AKA LLC Musio X is an artificially intelligent robot friend that can learn new phrases, ideas and information making possible the interaction and conversation with human beings. It was introduced as the next English education solution to Japan's consumers. Voice recognition to communicate with English learners English learning N/A Answer learners' questions, Increase enthusiasm for learning the language Musio X (JPY 98,000); Musio X + Educational material (128,000 JPY). JPY (Japanese Yen) https://www.prnewswire.com/news-releases/aka-llc-and-softbank-cs-brings-ai-social-robot-musio-to-initiate-educational-innovation-in-japan-300438027.html
CampusNexus Engage https://www.campusmanagement.com/products/crm-for-higher-education Paid 5201 Congress Ave. Boca Raton FL 33487, USA Commercial Post-secondary (18 years and over) Analytics 0 Campus Management Corp. CampusNexus Engage combines Campus Management’s deep CRM (customer relationship management) solutions expertise with Microsoft’s application and cloud infrastructure to deliver a system of intelligence for higher education. Built using Microsoft Dynamics, Azure, and Power BI, the solution integrates higher education workflow processes and best practices with the latest innovations in artificial intelligence, machine learning, and business analytics to improve engagement and drive student and institutional success. Artificial intelligence and machine learning to improve engagement and drive student and institutional success N/A Institutions acquire an overview of the student life cycle, Dynamically respond to each student's unique experience and needs. N/A
Jigsaw Interactive https://jigsawinteractive.com/solutions/education/ Paid 5815 Windward Parkway, Suite 302, Alpharetta, GA 30005, USA Commercial Primary (6-11 years old), Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers Analytics 0 Jigsaw Interactive Jigsaw Interactive’s immersive virtual engagement platform provides tools that enable institutions to include virtual learning as part of their course curriculum. Virtual classrooms offer teachers and students an environment focused on individualized learning and participation. Students have the opportunity to determine the information most important to them and instructors can track students’ understanding. AI-powered activity tools enable simultaneous student engagement and provide real-time performance monitoring. Immersive virtual engagement platform N/A Individualized learning, Students determine what information is most important to them, Instructors can monitor student comprehension. N/A Weidman, R., & Bishop, M. J. (2009). Using the jigsaw model to facilitate cooperative learning in an online course. Quarterly Review of Distance Education, 10(1).
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
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.
Dragonbox https://dragonbox.com/ Paid Oslo, Norvège 2012 Commercial Primary (6-11 years old) and Learners with special needs Analytics 0 dragonbox Applications to work on mathematics. The apps are for kids age 5 and up to practise algebra, numbers, big numbers, chess and geometry through math games. Interaction and feedback in the app. Serious game Learning mathematics N/A Personalized learning From C$5 to C$8 Lee, S. J., Liu, Y. E., & Popovic, Z. (2014, July). Learning individual behavior in an educational game: a data-driven approach. In Educational Data Mining 2014
Synap https://synap.ac/ Paid Castleton Mill, Castleton Close, Leeds, LS12 2DS, UK 2015 Commercial Post-secondary (18 years and over) and Other education actors Analytics 0 Synap Learning Limited Synap is an intelligent Learning Management System that uses the principles of spaced repetition to help people learn more in less time and learn information they can recall in the long term. Synap helps students to prepare for exams. Businesses and institutions use Synap to deliver live proctored exams and mocks. Businesses are also using it to deliver training to their employees and clients. Personalised learning algorithms, intelligent spaced repetition algorithms. Intelligent learning management system with spaced repetition. N/A Exam preparation, enhancing studying, by allowing students and professionals to learn more in less time, Actionable insights & learner analytics The price depends on the chosen plan (Essential, standard or enterprise), starting from $400 per month.
MARi https://mari.com Paid 100 N Pitt St, Suite 240 Alexandria, VA 22314 Commercial General public Analytics 0 MARi LLC MARi is a personal learning platform that creates pathways to careers and jobs, based on individuals' skills and credentials. It functions like a ‘Career GPS’, helping users navigate from their current skill set through a series of educational experiences and on to their stated job goal. AI algorithms to predict performance and prescribe the right intervention. Personal learning platform N/A Visual gap analysis to current or future skill requirements, Personalized recommendations for the best paths to close any gap, Learning analytics Price