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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
Ecree https://www.ecree.com/ Paid Chapel Hill, North Carolina, United States, 27517 2014 Commercial Primary (6-11 years old), Secondary (12-17 years old) and Post-secondary (18 years and over) Analytics 0 Essay Assay, Inc Ecree is a web-based writing assessment and evaluation tool providing students with real-time feedback to improve their writing and helping teachers by automating the grading process. Automatic essay assessment and feedback English learning N/A Immediate feedback, improving student outcomes, helping teachers by automating the grading process Monthly subscription: $ 20 / month, Annual subscription: 16.66 / month
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).
Elevate https://www.elevateapp.com/ Paid 1479 Folsom St, San Francisco, USA 2014 Commercial Post-secondary (18 years and over) Analytics 0 Elevate Labs Elevate is a new type of cognitive training tool designed to develop communication and analytical skills. - Languages: English, Spanish - Mobile app Adaptive learning, Elevate's brain training algorithms focus more on the learning experience to develop a personalized training program for each user. Communication and analysis N/A Personalized learning A subscription fee is required
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
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
c-rater https://www.ets.org/accelerate/ai-portfolio/c-rater Paid 660 Rosedale Road Princeton, NJ 08541 USA Commercial Teachers Natural language processing 0 Educational Testing Service (ETS) The c-rater engine provides a robust solution to scoring and feedback that uses machine learning to evaluate the content of a response, even if it contains grammatical or style errors. It provides a robust solution to scoring that looks beyond keyword matching to assess content. The c-rater engine automatically scores responses while maintaining consistency across test takers with all the reliability of human scoring, allowing teachers to focus less on grading and more on doing what they do best — teaching and mentoring students. Automatic content scoring of short freetext student answers in English N/A Save time and money by automatically evaluating responses Price Sukkarieh, J. Z., & Stoyanchev, S. (2009, August). Automating Model Building in c-rater. In Proceedings of the 2009 Workshop on Applied Textual Inference (pp. 61-69). Association for Computational Linguistics.
SpeechRator https://www.ets.org/accelerate/ai-portfolio/speechrater Paid 660 Rosedale Road Princeton, NJ 08541 USA 2006 Commercial Teachers Natural language processing and Speech Recognition 0 Educational Testing Service (ETS) The SpeechRater service uses speech recognition and analysis technology to assess and provide feedback on pronunciation, fluency, vocabulary and grammar. It is used in the TOEFL iBT test, which services the TOEFL test Massive Open Online Course, "TOEFL Test Preparation: The Insider's Guide," to provide a speaking score range to participants who complete a set of speaking tasks in the practice test by measuring spontaneous speech. Speech recognition and analysis technology to assess and provide feedback on pronunciation, fluency, vocabulary and grammar. Natural language processing and speech-processing algorithms are used to calculate a set of features that define a profile of the speech on a number of linguistic dimensions. Assessment of oral skills in English N/A Scores built on over a decade of TOEFL test data, Empowering student growth with valuable feedback, Speeding up scoring time while ensuring consistency, Upgrading assessment platform with zero headaches. Price https://www.ets.org/research/topics/as_nlp/speech
Spoken Dialogue System https://www.ets.org/accelerate/ai-portfolio/spoken-dialogue-system Paid 660 Rosedale Road Princeton, NJ 08541 USA Commercial Post-secondary (18 years and over) and Teachers Natural language processing and Speech Recognition 0 Educational Testing Service (ETS) The ETS Spoken Dialogue System (SDS) enables users to have a natural conversation with an Artificial Intelligence (AI) agent and receive real-time feedback about their speaking performance. The capability is currently used in the official TOEFL test preparation Massive Open Online Course on edX and allows students to practice the skills they need for the test of English as a foreign language. Multimodal language processing, machine learning English learning N/A Natural conversations, feedback Price Suendermann‐Oeft, D. et al. (2017). A Multimodal Dialog System for Language Assessment: Current State and Future Directions. ETS Research Report Series, 2017(1), 1-7.
ETS Criterion https://www.ets.org/criterion Paid Princeton (USA) 1999 Commercial Primary (6-11 years old), Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers Natural language processing 0 ETS ETS Criterion is an instructor-led writing tool that helps learners plan, write and revise their essays. It gives them immediate diagnostic feedback, real-time scores and more opportunities to practice writing at their own pace. Natural language processing to evaluate essays Learning English (writing) N/A Gives immediate feedback and scores, Helps improve learners' writing, Frees up time during evaluation. N/A Chen, J., Zhang, M., & Bejar, I. I. (2017). An Investigation of the e‐rater® Automated Scoring Engine's Grammar, Usage, Mechanics, and Style Microfeatures and Their Aggregation Model. ETS Research Report Series, 2017(1), 1-14.
Fishtree https://www.fishtree.com Paid Arlington (USA) 2012 Commercial Teachers Analytics 500,000 "Terry Nealon et Jim Butler " Fishtree is a learning platform that adapts and personalizes learning environments for primary, high school and university education. It also lets teachers easily track learner progress through analytics. Adaptive learning. Content recommendation. N/A Automatic generation of resources, Automatic alignment of content to learning objectives, Personalized learning, Tracking of students' learning progress. Price: A teacher account costs $1.99/month and a class account costs $3.99 (200 students) http://www.edtechroundup.org/reviews/fishtree-learning-relationship-management-system
Freckle https://www.freckle.com Free features 400 Montgomery Suite 600, San Francisco, California 94111, USA 2013 Commercial Preschool (0-5 years), Primary (6-11 years old) and Secondary (12-17 years old) Analytics 700,000 Freckle Education The platform allows students to work at their own pace so they're constantly challenged with material appropriate to their level. It generates reports on each student's progress to understand where the student is on a given day compared to the previous one and provides new lessons to reflect that progress. AI to adapt the material to the student’s level and pace of learning Adaptive learning platform N/A Personalized teaching, Easy-to-use performance reports The free account offers limited functions
FUN MOOC https://www.fun-mooc.fr/ Free 12 VLA DE LOURCINE 75014 PARIS 2013 Academic - School General public and Post-secondary (18 years and over) Analytics 1,700,000 Le ministère de l'enseignement supérieur et de la recherche français, INRIA, CINES et RENATER FUN MOOC is a platform designed to promote the use of massive open online courses (MOOCs). More than 130 MOOC and SPOC production partners in France and around the world share their trainings via this platform. Machine learning, Adaptive learning and assessment Teaching massive open online courses (MOOCs) N/A Online learning, Reduces cost, location and access barriers, Many partner schools and universities, Open courses. N/A Mongenet, C. (2016). FUN, une plate-forme de MOOCs au service des établissements d’enseignement supérieur. Annales des Mines - Réalités industrielles, mai 2016(2), 42-47. doi:10.3917/rindu1.162.0042.
Gradescope https://www.gradescope.com/ Paid 2054 University Ave, Berkeley, CA 94704, USA 2014 Commercial Teachers Visual recognition and Analytics 25,000 Gradescope, Inc. Grade All Coursework in Half the Time. Gradescope streamlines the tedious parts of grading paper-based, digital, and code assignments while providing insights into how your students are doing. Automatic student grading, image recognition Correction assistant for "hard" sciences N/A Time saving N/A Singh, A., Karayev, S., Gutowski, K., et Abbeel, P. (2017, April). Gradescope: a fast, flexible, and fair system for scalable assessment of handwritten work. Dans Proceedings of the fourth (2017) acm conference on learning@ scale (pp. 81-88).
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
Norby https://www.heynorby.com/ Paid 170 Peel Street Windsor, VIC 3181 Australia Commercial Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs Natural language processing, Speech Recognition and Analytics 0 Norby Robotics, Inc Norby is a cool and interactive robot for children aged 4 to 10. He's part educator, entertainer and companion. He listens, talks, tells stories, makes jokes and plays games. Norby's brain is built on top of the latest advancements in AI. English learning N/A Helping kids learn English, providing kids with feedback and encouragement, Lessons grow with your child. Norby cost 249 $
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.
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/
Jellynote https://www.jellynote.com/fr/ Free features 187 Rue du Temple, Paris, France 2012 Commercial Other education actors Analytics 1,000,000 Jellynote Jellynote offers a place for musicians to connect with each other while sharing tabs, cords, sheets, and video content. It offers 400,000 songs that can be learned and played through sheets, classes, and tutorials. Machine learning to analyze a player's musical ability and recommend where to focus learning efforts; Machine learning to personalise the experience and make it fit your profile as a learner. Learning musical instruments and collaboration between musicians N/A Helping people learn to play guitar, piano and other instruments. Offering video tutorials and artist-focused ‘masterclasses’ to help people improve their playing, connecting musicians. There is some free time, but people who want unlimited access pay £ 7.99 per month.
Jenzabar one https://www.jenzabar.com/products/jenzabar-one Paid 101 Huntington Ave Suite 2200, Boston, MA 02199, USA Commercial Post-secondary (18 years and over) Analytics 0 Jenzabar, Inc. Jenzabar One is a flexible, cloud-ready platform exclusive to higher education. It helps institutions predict enrollment, improve financial aid, and boost retention. It is a powerful suite of technology products and services that provides campuses with mobile-friendly solutions to drive institutional and student success. Machine learning for analytics Unified Cloud-Ready Higher Education Platform N/A Descriptive, diagnostic and predictive analytics, suite of technology products. Price
Kaligo https://www.kaligo-apps.com/fr/ Paid France 2018 Academic - School Primary (6-11 years old) Analytics 0 Learn&Go, INSA-IRISA, Université de Rennes 2, LP3C et UR1-IRISA, France Kaligo is a tablet application designed to help students learn to write. 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 Bonneton-Botté, N., Fleury, S., Girard, N., Le Magadou, M., Cherbonnier, A., Renault, M., ... et Jamet, E. (2020). Can tablet apps support the learning of handwriting? An investigation of learning outcomes in kindergarten classroom. Computers & Education, 151, 103831
Khan Academy analytics https://www.khanacademy.org/ Free USA 2011 Academic - School Preschool (0-5 years), Primary (6-11 years old) and Secondary (12-17 years old) Analytics 0 David Hu Khan Academy offers practice exercises, instructional videos, and a personalized learning dashboard that empower learners to study at their own pace in and outside of the classroom. With Khan Academy, teachers can identify gaps in their students' understanding, tailor instruction, and meet individual student needs. S.O. Adaptive learning S.O. http://david-hu.com/2011/11/02/how-khan-academy-is-using-machine-learning-to-assess-student-mastery.html