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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
BetterMarks https://bettermarks.com/ Paid bettermarks GmbH, Skalitzer Straße 85-86, 10997 Berlin (DE) 2008 Commercial Primary (6-11 years old), Secondary (12-17 years old) and Teachers Expert systems and Analytics 0 Bettermarks Platform designed to improve the math skills of kids ages 10 to 16. The student does the exercises on the platform and receives feedback for incorrect answers. Platform adapts to the student's understanding of the various mathematical concepts. System adapts to student’s level Facilitates personalized learning. N/A Adaptive learning N/A Scharnagl, S., Evanschitzky, P., Streb, J., Spitzer, M., et Hille, K. (2014). Sixth Graders Benefit from Educational Software when Learning about Fractions: A Controlled Classroom study. Numeracy: Advancing Education dans Quantitative Literacy, 7(1).
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.
IXL https://ca.ixl.com/ Paid 777 Mariners Island Blvd., Suite 600, San Mateo, CA 94404 (USA) 1998 Commercial Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs Analytics 0 IXL Learning This platform helps students from kindergarten to Grade 6 learn math. - A variety of math skills are available for each class with interactive exercises. -Fun rewards and certificates that motivate your child to take on new challenges. Personalized, fun school support. Progress monitoring with IXL analyses Mathematics and English N/A Identify children's needs and solve their problems more effectively. Subscription starting at C$12.95/month
SimStudent http://www.simstudent.org/project Free 5000 Forbes Ave, Pittsburgh, PA 15213, USA Academic - School Post-secondary (18 years and over), Teachers and Researchers Natural language processing 0 Carnegie Mellon University SimStudent is an artificial intelligent agent that is able to learn procedural skills by observing user’s input examples. There are three main uses of SimStudent: (1) As it is well known that students learn by teaching others, we can build an on-line learning environment where SimStudent acts as a peer tutoree and have human students tutor SimStudent; (2) SimStudents can be used as simulated students with which researchers can conduct various controlled studies to explore theories of learning; (3) Use of SimStudent within the Cognitive Tutor Authoring Tools (CTAT) allows authors to build a Cognitive Tutor simply by teaching SimStudent how to solve problems. SimStudent is an artificial intelligent agent Computational model of human learning N/A Teachable by learner, Computational model of Learning, Building Intelligent tutors. N/A 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.
SuperMemo https://www.supermemo.com/fr Paid Poznań, 60-307, Poland, ul. Commercial General public Planning and Analytics 0 SuperMemo World Using spaced repetition technique, SuperMemo allows users to revise and ultimately remember more about the subjects studied. Its aim is to minimize content revision time. The app monitors learning and, in different frequency modes, repeats subjects already covered. Artificial neural network to calculate the optimal repetition interval for each learner Language learning N/A Predict when the learner is about to forget and repeat topics Price of $ 60 (latest version: 2013)
Bixby https://www.samsung.com/ca_fr/apps/bixby Paid Seoul (South Korea) 2017 Commercial General public Natural language processing, Visual recognition, Speech Recognition and Analytics 0 Samsung Bixby allows you to control your smartphone with voice commands. Using Bixby Vision, you can translate content of different lengths and sizes. To search without keywords, just point your camera at what interests you and Bixby Vision will find the information you need. Bixby Vision also describes captured images. Voice recognition, Natural language processing, Image recognition (to identify an image, place, text or go to purchase options) Virtual assistant N/A Learning more easily about the world around you, Locate objects and read text in real time, Description of the captured images, Control your smartphone with voice commands. Exclusive to Samsung devices
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.
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
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
Orai https://www.orai.com/ Paid Philadelphia (USA) 2016 Commercial General public and Other education actors Natural language processing and Speech Recognition 0 Orai, Inc Orai uses artificial intelligence to help solve what is considered one of the largest fears in the world: Public Speaking. The mobile app for offers interactive, fun lessons and detailed analysis of recorded speech to help you learn new public speaking techniques. It provides instant feedback on filler words, pacing, conciseness, and more. Voice recognition to analyze recorded speech Learn to speak in public N/A Improve public speaking skills $ 10 per user / month
Sow Study Aid https://www.producthunt.com/posts/sow-study-aid Free USA 2017 Commercial Secondary (12-17 years old) and Post-secondary (18 years and over) Natural language processing and Speech Recognition 0 Terrence Wells An application that helps students study by focusing on their auditory sense: a realistic voice reads keywords, plays a sound for correct answers, music, etc. Associated with Quizlet. Voice recognition linked to Google Home Assistant N/A Reinvents studying with Quizlet flashcards. N/A
RoboTutor https://www.cmu.edu/scs/robotutor/what-is-robotutor/index.html Free CMU-RI-NSH 3113, 5000 Forbes Avenue Pittsburgh, PA 15213, USA 2015 Academic - School Primary (6-11 years old) and Learners with special needs Natural language processing, Visual recognition and Speech Recognition 0 Carnegie Mellon University RoboTutor is an open-source Android tablet app that enables children ages 7-10 with little or no access to schools to learn basic reading, writing, and arithmetic without adult assistance. Each RoboTutor session consists of a series of activities selected by the child from a few reading, comprehension, or numeracy activities at his or her current level, with a sequence of items for the child to perform. RoboTutor adapts to each child by assessing performance automatically, providing individualized help and feedback, adjusting its estimate of his or her level, and proceeding accordingly. It was one of five $1M Finalists in the $15M Global Learning XPRIZE competition. Speech and handwriting recognition, Automated question generation, Educational data mining. learning reading, writing and basic arithmetic without the help of an adult. N/A Practicing with scaffolding and feedback, Eliciting active processing, Adapting to individual student, Open source. N/A Saxena, M., Pillai, R. K., & Mostow, J. (2018, April). Relating Children’s Automatically Detected Facial Expressions to Their Behavior in RoboTutor. In Thirty-Second AAAI Conference on Artificial Intelligence.
leafsnap https://blog.library.tc.columbia.edu/b/14693-Leafsnap Free USA 2011 Commercial General public Visual recognition 0 Columbia University, University of Maryland, Smithsonian Institution Leafsnap is a mobile application that uses visual recognition software to identify tree species from photographs of their leaves. Visual recognition. Learning new tree species. Identifying tree species N/A Automatically identifies tree species from photographs of their leaves. Helps students notice, categorize and contextualize street trees in models of evolution. Free Currently for iPhone and iPad only Kumar, N., Belhumeur, P. N., Biswas, A., Jacobs, D. W., Kress, W. J., Lopez, I. C., & Soares, J. V. (2012, October). Leafsnap: A computer vision system for automatic plant species identification. In European conference on computer vision (pp. 502-516). Springer, Berlin, Heidelberg.
Google Lens https://lens.google.com Paid California (USA) 2017 Commercial General public Visual recognition and Analytics 0 Google With Google Lens, you can translate text in real time, look up words, identify species of plants and animals, and more. Students can also take a photo of a problem or equation they need help with, and Lens provides quick access to helpful results, such as step-by-step guides to solve the problem and detailed explainers to help them better understand key concepts. Image recognition, Neural network (deep learning) to bring up relevant information related to objects it identifies. Image recognition N/A Translating text in real time, looking up words, Helping with homework, Identifying species of plants and animals. Device support is limited Shapovalov, V. B., Shapovalov, Y. B., Bilyk, Z. I., Megalinska, A. P. et Muzyka, I. O. (2020). The Google Lens analyzing quality: an analysis of the possibility to use in the educational process. CEUR Workshop Proceedings (CEUR-WS.org), 2547(09).
RevisionAid https://www.writable.com/2019/05/13/revisionaid/ Paid 16469 Shadow Mountain Drive, Pacific Palisades, CA 90272 United States Commercial Primary (6-11 years old), Secondary (12-17 years old) and Teachers Analytics 0 Writable, Inc Writable’s RevisionAid uses on-demand, AI-based recommendations to help students improve their (writing) revisions, and it helps teachers both save time and monitor student progress. RevisionAid gives students earlier, targeted feedback, especially in the areas of structure, development, and organization. Automated revision recommendations writing learning (english) N/A Helping students improve their revisions, Saving teacher grading time, monitoring student progress N/A
Its Learning https://itslearning.com/fr/ Paid Bergen, Norway 1999 Commercial Teachers Analytics 0 itslearning Platform that provides all the necessary resources for teachers to teach online. Offers teachers resources based on their situation. N/A Selects resources that reflect the teacher's profile. N/A
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
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
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.
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
APPSCHO https://appscho.com/ Paid 103 bd. de Magenta 75010 Paris, France 2018 Commercial Post-secondary (18 years and over) Analytics 0 appscho AppScho helps universities or their campuses create their mobile app. The teacher identifies the features they want in the application and the AppScho team builds the app based on these. The application is used to contact students, send notifications and publish content that everyone can access. Notifications are automatically generated when a change is made to the application. Helping teachers build their mobile app N/A Automatic receipt of essential information Cost