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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
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
Navigator https://gooru.org/about Free 350 Twin Dolphin Dr, Suite 115, Redwood City, CA 94065, USA Academic - School Post-secondary (18 years and over) and Teachers Analytics 0 Gooru Learning With Navigator, learners experience a GPS-like journey for learning, instructors monitor their learners and engage them with classroom practices, administrators track performance and scale success, and content providers develop a greater audience. Navigator uses AI techniques to individualize the learning experience and make individual learning at scale possible by understanding each learner through computing their preferences, context, and performance. Adaptive learning, Real-time Feedback N/A Adaptive learning, Real-time Feedback N/A Songer, N. B., Newstadt, M. R., Lucchesi, K., & Ram, P. (2020). Navigated learning: An approach for differentiated classroom instruction built on learning science and data science foundations. Human Behavior and Emerging Technologies, 2(1), 93-105.
Little Sophia https://www.hansonrobotics.com/little-sophia-2/ Paid G02A-2, G/F Photonics Centre, Phase One, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong, Chine 2020 Commercial Primary (6-11 years old), Secondary (12-17 years old) and Learners with special needs Natural language processing, Visual recognition and Speech Recognition 0 Hanson Robotics Ltd Little Sophia is the little sister of Sophia and the newest member of the Hanson Robotics family. She is 14” tall and your robot friend that makes learning STEM (Science, Technology, Engineering and Mathematics), coding and AI a fun and rewarding adventure for kids 8+ years old. Sophia can walk, talk, sing, play games and even tell jokes. AI robot, Facial recognition, voice recognition, holding natural language conversations. Learning STEM, coding and AI N/A Inspire kids to learn coding (programming), AI, and STEM. Motivate students to spend time learning, Programmable and educational companion. Little Sophia cost 205 $ CAD
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
Scootpad https://www.scootpad.com/ Free 5655 Silver Creek Valley Rd, Suite 933 San José, CA 95138, USA 2012 Commercial Preschool (0-5 years), Primary (6-11 years old), Secondary (12-17 years old) and Learners with special needs Analytics 0 ScootPad Corporation ScootPad is a personalized mastery platform built on learners data to deliver continuously adaptive enrichment and automatic remediation for every student. Mathematics and language learning N/A Lessons and Adaptive Practices, Free N/A
Babbel https://fr.babbel.com/ Paid Berlin (Allemagne) 2007 Commercial General public Speech Recognition and Analytics 1,000,000 Markus Witte et Thomas Holl Babbel is a subscription-based language learning app and e-learning platform, which currently offers 14 different languages. Voice recognition to practice pronunciation, personalized recommendations. Learning language N/A Interactive lessons, Language for any situation (travel, work, etc.), Speech recognition to practice pronunciation Requires a subscription of $15.99 / month / language. Nushi, M., & Eqbali, M. H. Babbel: A Mobile Language Learning App. TESL Reporter, 51(1), 109-121.
Lecteur immersif https://www.onenote.com/learningtools Free One Microsoft Way Redmond, WA 98052-6399 USA Commercial General public and Learners with special needs Natural language processing 0 Microsoft Corporation Immersive Reader is an AI service that helps users of all ages and reading abilities read and understand text through features like read aloud and language translation and by focusing attention with highlighting and other design elements. It’s available for OneNote, Word, and Outlook on various devices. Machine learning for reading aloud, translating languages. Improving reading skills N/A Reads text aloud, Captivates attention and speed sup reading, Improves comprehension and text composition, Improves reading speed, Allows teachers to help students with different needs, Available free of charge. N/A
Brainly https://brainly.com/ Free features 21B Joselewicza, Poland 2009 Commercial Primary (6-11 years old) and Secondary (12-17 years old) Analytics 200,000,000 Brainly Brainly is a social network that allows students to cooperate. Students can ask questions and get answers in any field of knowledge or about their homework. The program uses Machine Learning algorithm for automatized spam and low-quality content filtering. And it uses AI to personalize content network features. Machine Learning algorithm for automatized spam and low-quality content filtering, AI to personalize content network feature. Cooperation N/A Students and experts solve homework questions together. Full access costs $ 18 per six months or $ 24 per year.
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
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.
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
ConnecPath App https://www.connecpath.com/ Free features 690 Saratoga Ave, Ste 100, San Jose, CA, 95129, USA 2017 Commercial Secondary (12-17 years old) and Post-secondary (18 years and over) Natural language processing and Analytics 0 ConnecPath Inc. ConnecPath App, a Q&A platform, has two major features: Chatbot and Forum. Chatbot, powered by AI, can have a conversation via text messaging with high schoolers like a human. It can answer common college application related questions. If the bot doesn't know the answer, it transfers the questions to Forum where school counselors and friends in the same school can answer to them. Chatbot, powered by AI, to answer students questions, transfer unkown questions to the forum. Machine learning to train the chatbot on new topics. Answering common college application related questions N/A Students get information right away, Answers from a human being when the chatbot doesn't know the answer. N/A
Third space Learning https://thirdspacelearning.com/ Paid 32-38 Leman St, Whitechapel, London E1 8EW, Royaume-Uni Commercial Teachers Analytics 60,500 Third Space Learning Third Space Learning is a platform that lets math teachers give students online exercises. The platform gives the teacher feedback on which concepts are less understood by students individually and by the whole class. The teacher then chooses the next concepts to be worked on in the exercises for each student, and students have access to a one-on-one service with a tutor. AI to suggest personalized math lessons. The system learns to improve with each session. Learning mathematics N/A The tutors adapt the lessons to each student, One-on-one session with a tutor, Math resources to support classroom instruction. The price is based on the number of students.
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.
Apereo Open Learning Analytics Platform https://www.apereo.org/projects/learning-analytics-processor Free USA 2015 Academic - School Post-secondary (18 years and over), Teachers and Researchers Analytics 0 Apereo Foundation and Society for Learning Analytics Research (SoLAR) Learning Analytics Processor is a project that aims to accelerate the future of predictive learning analytics by developing a flexible and highly scalable tool. A powerful big data tool, a library of open source predictive models can be shared in higher education at no cost so institutions can work together to improve these models over time. Analyze student learning. N/A Better monitoring of students. Personalized learning. N/A Flanagan, B., & Ogata, H. (2017, November). Integration of learning analytics research and production systems while protecting privacy. In The 25th International Conference on Computers in Education, Christchurch, New Zealand (pp. 333-338).
Hubert https://hubert.ai/ Paid Stationsgatan 23 753 40 Uppsala Sweden 2017 Commercial Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers Natural language processing and Analytics 0 Anna & Hubert Labs AB Hubert is a chatbot designed to interact with students and collect feedback on a particular lesson or course. It relies on machine learning algorithms to automatically analyze and categorize data. This makes it easier for the teacher to understand the feedback and see what needs to be improved. Hubert is also used in Human Resources and Customer experience. Machine learning algorithms to analyze and classify data automatically. Chatbot designed to interact with students and collect feedback on a particular lesson or course. N/A Conduct surveys via chats, analyze and classify data. The price is 1, 3 and 6 euros for the basic, intermediate and advanced plans, respectively.
Metacog https://metacog.com Paid USA 2018 Commercial Post-secondary (18 years and over), Teachers and Researchers Analytics 0 Metacog Technologies, LLC Metacog is a learning analytics, human-computer interface and EDM rooted startup - uniquely leveraging streaming big-data technology to measure an individual’s ability to demonstrate in-demand skills. Metacog is a learning analytics, human-computer interface and EDM rooted startup - uniquely leveraging streaming big-data technology to measure an individual’s ability to demonstrate in-demand skills. The Metacog API data platform supports delivery, analysis, and reporting of authentic, performance-based assessment. Metacog’s trainable machine learning models and real-time data analytics observe the user (learner, candidate, employee) as they work through a digital task, capturing not just their final answers, but also their behavior, process, and problem-solving approaches. N/A Metacog evaluates HOW people think, and their DEMONSTRATED competencies - not just what they have memorized. Hard to assess skills such as complex problem solving, knowledge synthesis and collaboration are now measurable. N/A
Blippar https://www.blippar.com/build-ar/augmented-reality-education Paid 1st floor, 40 Bermondsey St, Bermondsey, London SE1 3UD, Royaume-Uni 2011 Commercial Secondary (12-17 years old) Analytics 50,000 BLIPPAR Platform specializing in augmented reality that brings interactive material to school subjects. For example, instead of reading about volcanic eruptions, the system shows students a 3D model of the eruption process. Achieve beautiful results in 3D models Science N/A Motivation, fun learning $150/month for 1 user and 500 views; $1,500/month for 3 users and 5,000 views
MATHia https://www.carnegielearning.com/products/software-platform/mathia-learning-software/ Paid 501 Grant Street, Union Trust Building, Suite 1075, Pittsburgh, PA 15219, USA Commercial Primary (6-11 years old) and Teachers Natural language processing and Analytics 0 Carnegie Learning, Inc. MATHia is smarter math learning software that uses artificial intelligence and cognitive science to mirror a human tutor better than any other software. It provides a simple-to-use, truly 1:1 personalized learning experience for every student, supporting students who are struggling while challenging those who are ready for more, all at the same time. Conversational agent, data analysis, predictive analysis, Livelab Mathematics learning N/A Motivation, teacher's assistant, monitoring and understanding of progress, allows better management of learning, Les licences sont achetées par étudiant par période de 12 mois
SmartTutor https://www.smarttutor.com/ Paid 3045 Center Ave, Fort Lauderdale, FL 33308, USA 2000 Commercial Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs Analytics 0 SmartTutor, LLC. SmartTutor is a convenient, online, personalized K-5 education program that helps children build fundamental reading and math skills in a meaningful and motivating way. Smart Tutor’s adaptive, online placement exam initially assesses a child’s strengths and weaknesses and automatically creates an individualized learning program tailored to the child’s unique educational needs. It is perfect for homeschool, afterschool, and summer use. AI for an adaptive and individualized learning program. To acquire fundamental skills in reading and mathematics N/A Motivate children to learn, Offer engaging educational games and stories, Immediate and specific feedback. Price: $ 13.99 / month for one child and $ 8.99 / month for each additional child Matsuda, N., Yarzebinski, E., Keiser, V., Raizada, R., Stylianides, G. J., Cohen, W. W., & Koedinger, K. R. (2011, June). Learning by teaching SimStudent–An initial classroom baseline study comparing with Cognitive Tutor. In International Conference on Artificial Intelligence in Education (pp. 213-221). Springer, Berlin, Heidelberg.
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