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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
Acarya https://www.skillogs.com/ Paid 55 Boulevard Vincent Auriol, 75013 Paris STATION F 2015 Commercial General public and Teachers Natural language processing, Speech Recognition and Analytics 0 Skillogs Acarya is a web application based on AI algorithms. No more chapter-based e-learning and identical MOOCs for everyone: move on up to adaptive learning. Whatever the course, it’s imported into the e-learning platform, and its content is adapted to each student: mathematics, cooking, foreign languages, IT... When the learner has a question, ACARYA can analyze it and identify all the relevant segments of the course. Adaptive learning Smart personal tutor N/A Differentiation, motivation optimization, predictive analysis N/A
Lalilo https://www.lalilo.com/ Free features Liberté Living Lab, 16 rue du Caire 75002 Paris 2016 Commercial Primary (6-11 years old) Speech Recognition and Analytics 0 Lalilo Lalilo is a web application that teachers can use in the classroom to differentiate their teaching from reading. Through speech recognition and adaptive learning, Lalilo detects each student’s strengths and weaknesses and ensures they’re working on lessons and exercises suitable for their level of development. Adaptive learning, speech recognition Learning to read N/A Differentiate teaching, Free teacher edition Premium version for schools
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.
BBookX https://beyond.psu.edu/bbookx/ Free State College, PA 16801, États-Unis. Academic - School Post-secondary (18 years and over) Analytics 0 Pennsylvania State University BBookX is a new technology that uses a human-assisted computing approach to enable creation of open source textbooks. BBookX uses intelligent algorithms to explore Open Educational Resource (OER) repositories and return relevant resources that can be combined, remixed, and re-used to support specific learning goals. As instructors and students add materials to their book, BBookX learns and further refines the recommended material. Intelligent algorithms to explore Open Educational Resource (OER) repositories and return relevant resources to support specific learning goals, Machine learning to further refine the recommended material. Creation of open source textbooks N/A Saves teachers money by creating their own textbooks, Saves time when creating a new manual, Students can create their own textbooks. N/A Liang, C., Wang, S., Wu, Z., Williams, K., Pursel, B., Brautigam, B., ... & Giles, C. L. (2015, September). Bbookx: An automatic book creation framework. In Proceedings of the 2015 ACM Symposium on Document Engineering (pp. 121-124).
Ali https://www.optania.com/ali Paid 284, rue de l'Hôtel de Ville Saguenay, QC G7H 4W7 Commercial Post-secondary (18 years and over) Natural language processing and Analytics 0 Optania Ali is a caring chatbot integrated into a mobile application, designed to support the student in his journey, give him strategies to deal with different situations and prepare him to consult a professional if necessary. If Ali has knowledge on the subject of concern, he will offer guided clinical conversataions, designed to promote reflection and empowerment. Natural language processing to interact with the student, Machine learning to analyze data. Supporting the student in his journey NA Listening to the student, giving him strategies to deal with different situations, entertaining him. Paid
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
Tribal https://www.tribalgroup.com/ Paid UK 2014 Commercial Post-secondary (18 years and over) Analytics 0 Tribal Platform offers a program of resources and solutions adapted to each school and designed to deliver an educational experience adjusted to the students’ situation. Analyzes the school’s data to arrive at the appropriate solution N/A Education more reflective of the students’ profile N/A
The MIT Education Arcade https://education.mit.edu/project-type/games/ Free 700 Technology Square, Suite 328, Cambridge, MA 02139, USA 2018 Academic - School General public Analytics 0 The MIT Scheller Teacher Education Program We work with educators to make sure our games tie into their math and science curricula. The games we develop can be played on computers or mobile devices and are used both inside and outside the classroom. Serious game Mathematics ans sciences N/A Engage learners to interact actively for longer periods of time, Maximize motivation N/A Groff, J. S. (2018). The potentials of game‐based environments for integrated, immersive learning data. European Journal of Education, 53(2), 188-201.
Brainquake https://www.brainquake.com/ Paid 331 Poe St. Ste. 4, Palo Alto, California, 94301, United States 2013 Commercial General public Analytics 0 BrainQuake Inc. The platform offers thousands of creative math solving puzzles that develop problem-solving skills, critical thinking skills, number sense, algebraic thinking and proportional reasoning, among many other math competencies. Serious game, Adaptive learning and differentiated instruction principles to adjust content, reporting tools Mathematics learning N/A Engage learners to interact actively for longer periods of time, Maximize motivation 7,99$/month Cully, K., Atienza, S., Burke, R., et Matlen, B. (2018). BrainQuake Game-Based Learning and Assessment Applications with Direct Representation of Mathematics.
Peerceptiv https://www.peerceptiv.com Paid Pittsburgh (USA) 2002 Commercial Secondary (12-17 years old) and Post-secondary (18 years and over) Natural language processing 500,000 Learning Research and Development Center (LRDC), Pittsburgh University Peerceptiv is a peer review system to support the teaching of writing from high school to university level. It lets teachers introduce peer review among students so they receive feedback on more writing assignments than a single teacher could provide. Computer linguistics, Machine learning, Verification of composition content, Identifies the thesis statement and concluding sentences. Learning language (writing) N/A Engages students in writing and critical thinking. Allows students to receive more feedback on their writing assignments. Students are given information on how they’re doing as a reviewer, which keeps them accountable. When there is no campus-wide subscription, the purchase price for one student is $12.95 (for one school year) Falakmasir, M. H., Ashley, K. D., Schunn, C. D., & Litman, D. J. (2014, June). Identifying thesis and conclusion statements in student essays to scaffold peer review. In International Conference on Intelligent Tutoring Systems (pp. 254-259). Springer, Cham.
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.
Summit Learning https://www.summitlearning.org/ Free 755 Rockwell Ave, Fort Atkinson, Wisconsin, 53538, United States. Academic - School Primary (6-11 years old) and Teachers Analytics 160,000 Summit Learning Summit Learning platform helps schools create a culture where all students are invested in their own learning. Students work with their teachers to set goals and track progress, and they are are given the time, support, and resources they need to master new material and apply what they've learned before moving on. Teachers see the day-to-day progress of each student. Adaptive learning N/A Individualized teaching, Autonomous learning, increase student engagement, Strong relationships between teachers and students, Free. N/A
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.
Mon Coach Bescherelle https://moncoach.bescherelle.com Free features Paris (France) 2018 Commercial General public and Post-secondary (18 years and over) Analytics 0 Bescherelle Mon Coach Bescherelle is a French-language training application for spelling and writing (using AI) that adapts to the learner’s level, with a personalized dashboard that lets the learner track their results and progress. Adaptive learning. Personalized training. Learning language (French) N/A Personalized training, Personalized dashboard so you can track your results and progress. After a trial session, the application is available as a subscription (from 1 to 12 months and from €9.99 to €4.99 per month).
No Red Ink https://www.noredink.com/ Free features 118 2nd Street 3rd Floor San Francisco, California 94105, USA Commercial Teachers Analytics 0 NoRedInk Corp. NoRedInk builds stronger writers through interest-based curriculum, adaptive exercises, and actionable data. The system generates every exercise from students' favorite celebrities, friends, and interests, making the content fun and relevant. The engine differentiates instruction to meet each student's needs and to support learners when they get stuck. Diagnostic data, growth reports, and gradebooks allow teachers and administrators to track progress in real time. Adaptive learning to meet each student's needs and to support learners when they get stuck Development of writing skills N/A Authentic reviews, Personalized and interesting content, Unlimited adaptive practice, Data usable. The free version has limited functionality.
ALEKS https://www.aleks.com Paid Irvine (USA) 1996 Commercial Primary (6-11 years old), Secondary (12-17 years old) and Post-secondary (18 years and over) Analytics 0 ALEKS Corporation, McGraw-Hill Education (Parent organization) ALEKS is an intelligent, web-based assessment and learning system. It uses adaptive questions to determine what a learner knows and doesn't know in a course. ALEKS then informs the learner about the topics they’re most ready to learn and periodically reassesses the learner to ensure that the topics learned are also retained. AI to map the details of each student's knowledge and to evaluate each learner individually and continuously. N/A Evaluates the learner's current knowledge in a course, Recommends topics the learner is ready to learn, Periodically reassesses and adapts to learners' knowledge ALEKS requires a subscription of $19.95 per month, $99.95 every six months, or $179.95 per year. Falmagne, J.C. , Doignon, J.P., Cosyn, E. et Thiéry, N. (2016).The Assessment of Knowledge, in Theory and in Practice. Dans Missaoui, R., Schmidt, J. (dir.), Formal Concept Analysis (p.70-87). Berlin, Allemagne: Springer.
SmartClass+ HUB https://www.robotel.com/lets-talk-activity-management-platform/ Paid 3185 Delaunay Street Laval, QC, H7L 5A4 Canada Commercial Teachers Natural language processing, Speech Recognition and Analytics 0 Robotel Inc With SmartClass+ HUB, teachers can create personalized interactive exercises, assign them to their students and grade them directly in the platform AI for automatic grading of pronunciation Language teaching N/A Assess and grade students’ work directly using the platform, instant feedback to students, Personalized interactive activities. N/A
Four Little Trees https://www.4littletrees.com/ Paid Unit 02-03, 39/F, Singga Commercial Centre, 144-151 Connaught Road West, Sai Ying Pun, Hong Kong, Chine 2017 Commercial Teachers and Other education actors Visual recognition and Analytics 0 Find Solution Ai Limited Four Little Trees is an Adaptive Learning System which modifies the presentation of material in response to the performance of students. It uses artificial intelligence technologies (face & eye detection and emotion recognition) to capture user response, analyzed it, provide insights of the users and therefore provide suggestions and predictions of academic results. Adaptive learning to modify the presentation of material in response to the performance of student; AI technologies (face & eye detection and emotion recognition) to capture user response, to provide insights of the users and therefore provide suggestions and predictions of academic results. Adaptive learning N/A Adaptive and personalized learning experience, Improve student engagement, Detect emotions and report back to teachers and parents N/A
Alta https://www.knewton.com/what-is-alta/ Paid New York (USA) 2018 Commercial Post-secondary (18 years and over) Analytics 15,000,000 Knewton, Inc. Alta is an adaptive learning courseware, built on Knewton, that offers text-based and video instruction, interative content, asignments and reviews materials. It can identify and dynamically boost knowledge gaps while while a student completes assignments. Adaptive learning to identify knowledge gaps and dynamically fill those gaps. N/A Personalized learning experience 39,95$/student
Squirrel AI Learning http://squirrelai.com/ Paid No. 200 Tianlin Road,Building A2 (Huaxin World), Xuhui District, Shanghai, China 2014 Commercial Primary (6-11 years old) and Secondary (12-17 years old) Analytics 2,000,000 Yixue Group Based on Artificial Intelligence techniques, the Squirrel AI Learning system tracks students’ learning process, evaluates students’ proficiencies and mastery of knowledge in real time, dynamically adjusts subsequent learning content and makes optimal learning paths over time according to students’ learning profiles. Artificial intelligence algorithm technologies to study how different types of students interact with systems, to determine a user ability, to distinguish knowledge, to model the knowledge system, to construct a knowledge graph, to sort out the logical and cognitive relationships between knowledge components, to predict the learning ability of learners, to diagnose the student's knowledge state, to recommend the best knowledge components, to dynamically adjust the learning path in real time, and to find out the root cause of students' weakness in current knowledge. N/A Personalized learning experience, improving student efficiency and engagement. N/A Cui, W., Xue, Z., & Thai, K. P. (2018). Performance comparison of an AI-based Adaptive Learning System in China. In 2018 Chinese Automation Congress (CAC) (pp. 3170-3175). IEEE.
SplashLearn https://www.splashlearn.com/ Free features 548 Market St #64304, San Francisco, CA 94104-5401, USA Commercial Preschool (0-5 years), Primary (6-11 years old), Teachers and Learners with special needs Analytics 30,000,000 StudyPad, Inc. Platform with math games and activities adapted to the student’s level and speed. Teachers and parents receive detailed reports on student progress. Adaptive algorithm to provide each child with a personalized learning experience. Learning mathematics N/A Personalized learning experience, Dashboard with detailed progress reports. Some features are not available with a free account