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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
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
Docebo Learn (LMS) https://www.docebo.com/fr/ Paid Via Toledo 156, Naples, Italie 2005 Commercial Other education actors Analytics 6,000,000 Docebo S.p.A Docebo Learn is a learning management system that uses AI algorithms to produce effective, in-depth learning experiences by creating personalized learning paths for each learner. Adaptive learning to create personalized learning paths for each learner. Learning management system N/A Personalized learning, Course progress reports. A license must be purchased.
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
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
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
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
Dreambox https://www.dreambox.com Paid Bellevue (USA) 2006 Commercial Preschool (0-5 years) and Primary (6-11 years old) Analytics 3,000,000 Dreambox Learning Dreambox is an online math program that supplements basic education in the classroom or at home. It dynamically adapts to the learner, delivering personalized instruction. AI engine to provide behaviour analytics, Learning mathematics N/A Personalized teaching, Teacher support with educational data analysis Home license: $12.95 /month per learner. School license: $20 / year per learner Lenard, M. A., & Rhea, A. (2018). Adaptive Math and Student Achievement: Evidence from a Randomized Controlled Trial of DreamBox Learning. Manuskript, Harvard Graduate School of Education, Cambridge, MA.
Duolingo https://fr.duolingo.com Free features Pittsburgh (Etats-Unis) 2012 Commercial General public Natural language processing, Speech Recognition and Analytics 500,000,000 Duolingo Duolingo is an American platform that includes a language-learning website and mobile app, as well as a digital language-proficiency assessment exam. Language learning N/A Adaptive learning N/A Settles, B., T. LaFlair, G., & Hagiwara, M. (2020). Machine Learning–Driven Language Assessment. Transactions of the Association for Computational Linguistics, 8, 247‑263. https://doi.org/10.1162/tacl_a_00310
Dave https://dynamicly.com/discovery Paid Boston et Montréal Commercial Post-secondary (18 years and over) Natural language processing and Analytics 0 Dynamicly Teaching assistant, chatbot that guides users during online lessons, making them appealing and interactive. With a simple statement, the virtual assistant immediately serves up what users are looking for. It also gives a reminder when there is a project to hand in or a lesson to follow. Chatbot, processing of user requests, offers insight into how users access content N/A Makes online courses interesting, Personalized information on demand, Offers insight into how users access content Service must be purchased
Edlive https://edlive.ca Paid 6274 Christophe Colomb, suite F, H2S 2G7, Montréal, Canada. Commercial Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers Analytics 450,000 EdLive EdLive supports schools, universities and businesses in the creation, deployment and continuous improvement of their online courses. Thanks to artificial intelligence, teachers personalize their educational content according to the difficulties of each student without additional efforts. EdLive allows students to be independent in their exam revisions by offering them interactive quizzes, revision guides and periods of questions. Predictive algorithm to provide personalized learning. Learning platform N/A Personalized learning, Interactive quizzes, Revision Guides, Periods of questions. Paid
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.
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
Class Charts https://www.classcharts.com/ Paid 10 West Street, Fishguard Pembrokeshire, SA65 9AE, USA 2013 Commercial Teachers and Learners with special needs Analytics 180,000 Edukey Education Ltd Class Charts is seating planner and behaviour management software that teachers use for seating charts & to track both positive and negative behaviour. The data is displayed in clear charts, which can be shared with both teachers and parents. AI engine to provide behavior analytics, AI to intelligently suggest seating plan arrangements Seating planner and behaviour management software N/A Behavior analytics, Suggesting seating plan arrangements, optimising learning and reducing behaviour issues. 300$ per year for 1 to 100 students, Price increases depending on the number of students.
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
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.
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
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.
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