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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
Schoolzilla Paid USA 2013 Commercial Teachers Analytics 0 Renaissance Learning, Inc. Platform that houses all student data for a school: number of days missed, number of detentions, grades, etc. This helps teachers and principals manage the school and their students Highlights data identified as important N/A Makes it easy to monitor students N/A Ziegenhagen, L., et Ruffalo, R. (2016). Using Data-Driven Performance Management to Achieve District Goals.
Jigsaw Interactive Paid 5815 Windward Parkway, Suite 302, Alpharetta, GA 30005, USA Commercial Primary (6-11 years old), Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers Analytics 0 Jigsaw Interactive Jigsaw Interactive’s immersive virtual engagement platform provides tools that enable institutions to include virtual learning as part of their course curriculum. Virtual classrooms offer teachers and students an environment focused on individualized learning and participation. Students have the opportunity to determine the information most important to them and instructors can track students’ understanding. AI-powered activity tools enable simultaneous student engagement and provide real-time performance monitoring. Immersive virtual engagement platform N/A Individualized learning, Students determine what information is most important to them, Instructors can monitor student comprehension. N/A Weidman, R., & Bishop, M. J. (2009). Using the jigsaw model to facilitate cooperative learning in an online course. Quarterly Review of Distance Education, 10(1).
Kidaptive Paid Redwood city (USA) 2011 Commercial Preschool (0-5 years) and Primary (6-11 years old) Analytics 0 Kidaptive Kidaptive is an adaptive learning platform with entertaining and adaptive content for young children. Adaptive learning N/A Personalized learning, (entertaining) game-based learning, shares relevant knowledge about learning with parents. N/A Verhagen, J., Dalibert, L., Lucivero, F., Timan, T. et Co, L. (2016). Designing values in a adaptive learning platform. 6th International Learning Analytics & Knowledge Conference. Edinburgh, Scotland: ACM Digital Library.
NAO Paid 1-9-2 Higashi-shimbashi,Minato-ku,Tokyo, Japan 2006 Commercial Teachers, Researchers and Learners with special needs Visual recognition, Speech Recognition and Robotics 0 SoftBank Robotics NAO is a humanoid robot that can give lessons and encouragement and evaluate activities; a perfect assistant for educators. It can also be programmed using the Python and C ++ programming languages, which makes it useful for teaching coding to elementary, high school and university students. Voice recognition to communicate with students Humanoid robot that serves as an assistant for educators N/A Programmable with Python and C ++, Creates an empathetic bond with children, Engages in dialogue and enriched interactions, Promotes education with an individualized education program for disabled students, Recognition of objects and people, Programming tool NAO costs $16,000 in North America Tapus, A., Peca, A., Aly, A., Pop, C., Jisa, L., Pintea, S., ... & David, D. O. (2012). Children with autism social engagement in interaction with Nao, an imitative robot: A series of single case experiments. Interaction studies, 13(3), 315-347.
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.
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.
Byju’s Free features Bengaluru (India) 2015 Commercial Preschool (0-5 years), Primary (6-11 years old) and Secondary (12-17 years old) Analytics 42,000,000 Byju Raveendran Byju's is a learning app that offers video lessons and personalized learning journeys mapped to the student's grade & syllabus. Adaptive learning Science and mathematics learning N/A Personalized learning journeys, Adaptive questions as per the relevant syllabus, Adaptive & interactive tests. The amount of the fees depends on the course or test. Sruthi, P., & Mukherjee, S. Byju’s The Learning App: An Investigative Study On The Transformation From Traditional Learning To Technology Based Personalized Learning.
Navigator 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.
Gradescope 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).
Google Lens 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 (, 2547(09).
Coursera Free features Mountain view (USA) 2012 Commercial Post-secondary (18 years and over) Analytics 47,000,000 Stanford professors Andrew Ng and Daphne Koller Coursera is an online learning platform that partners with universities and other organizations to offer online courses, specializations, and degrees in a variety of subjects. Recommend courses. Inform the teacher as soon as that a large number of learners give a wrong answer to a question or a Duty. S.O. Online learning, Many partner universities, open courses S.O. Shafiq, H., Wani, Z. A., Mahajan, I. M., & Qadri, U. (2017). Courses beyond borders: A case study of MOOC platform Coursera. Library Philosophy and Practice, 1-15.
Duolingo 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.
BetterMarks 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).
RoboTutor 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.
Cognii Virtual Learning Assistant Paid 169 11th St Ofc 12. San Francisco, CA, 94103-2533. 2016 Commercial Primary (6-11 years old), Secondary (12-17 years old) and Post-secondary (18 years and over) Natural language processing and Analytics 0 Cognii, Inc. Cognii Virtual Learning Assistant engages a student in a chatbot-like learning conversation by asking them to build a response, giving them an instantaneous formative assessment, guiding them with personalized tips and advice towards conceptual mastery. AI to ask questions, Natural language processing to evaluate responses, Deep natural language processing for long answers, Adaptive learning for personalized advice and tips, Data mining and machine learning to ensure that scoring and comments become more accurate over time. Evaluating essay-type answers for online learning platforms N/A Respond in your own words, Receive an immediate evaluation and personalized advice and tips, Reduce the evaluation load, A deeper understanding of student learning, Improves learner engagement, retention and outcomes. A license must be purchased. SARNI, B. (2018) Artificial intelligence in classroom and educational institutions. IJARSE.
Quantum Adaptive Learning Paid 309 Manor Rd, Delmont, PA 15626, États-Unis 1998 Commercial Post-secondary (18 years and over) Natural language processing and Analytics 0 Quantum Adaptive Learning, LLC Quantum Adaptive Learning is software that helps students master accounting through personalized learning and gives instructors real-time, actionable assessment tools to improve student learning and test performance. AI technology to interpret each student's work and explain why students' answers are right or wrong with personal comments. Learning accounting N/A Personalized learning, Personal comments on your work, Targets areas where students need help the most, Immediate answers to student questions Term subscription: $29.95 Sargent, C. S. (2013). Find it, fix it, and thrive: The impact of insisting on proficiency in prerequisite knowledge in intermediate accounting. Issues in Accounting Education, 28(3), 581-597.
Quizlet Learn Free features 501 2nd Street Suite 500 San Francisco, CA 94107 United States. Commercial Secondary (12-17 years old) and Post-secondary (18 years and over) Analytics 0 Quizlet LLC With Quizlet, you create a list and indicate the due date by which you must learn its content. The app will work out a plan tailored to your needs with reminders when it's time to study. Machine learning to show students the most relevant study material. Helping learners develop a plan based on their needs N/A Tells you exactly what to study and when, Visualizes your progress, Shows students the most relevant study material. The free account has limited functions. Sanosi, A. B. (2018). The effect of Quizlet on vocabulary acquisition. Asian Journal of Education and e-Learning (ISSN: 2321–2454), 6(04).
STMath Paid 5281 California Ave., Suite 300 Irvine, CA 92617, USA Commercial Preschool (0-5 years), Primary (6-11 years old), Secondary (12-17 years old) and Teachers Analytics 0 MIND Research Institute STMath, a game-based software, starts by teaching the foundational concepts visually, then connects the ideas to the symbols and language. Each student has their own personalized journey and takes as long as they need to achieve mastery. Animated informative feedback offers an intrinsically motivating learning experience that shows students the mathematical consequences of each answer. Mathematics learning N/A Individualized learning, developing conceptual understanding, math subjects are aligned with all US state standards. ST Math costs around $ 25 to $ 29 per student per year in schools. A one-year subscription to ST Math Homeschool costs $ 149.00 per child. Rutherford, T. et al. (2014). A randomized trial of an elementary school mathematics software intervention: Spatial-temporal math. Journal of Research on Educational Effectiveness, 7(4), 358-383.
IntelliMetric Paid 6805 US-202, New Hope, PA 18938, États-Unis 1998 Commercial Teachers Natural language processing, Visual recognition and Analytics 0 Vantage Labs IntelliMetric is an artificial Intelligence - powered essay scoring platform. It is capable of scoring written assignments regardless of writing level, so scores and feedback will be relevant to the individual's capabilities. Analyze and record the compositions. Writing assessment platform N/A Immediate feedback to students, Report and reject any submission if it is off topic or inappropriate, Free up time for teachers. Paid, but the price is not specified. Rudner, L. M., Garcia, V., & Welch, C. (2006). An evaluation of IntelliMetric™ essay scoring system. The Journal of Technology, Learning and Assessment, 4(4).
Desire2Learn Paid USA 2012 Commercial Post-secondary (18 years and over) Analytics 0 D2L Corporation Platform for creating an online class, to supplement an in-person class. Users can create online quizzes, online content, etc. Teacher receives feedback on the progress of the whole class and each student. Data analysis N/A Makes it easy to monitor students and personalize learning N/A Rucker, R. D., et Frass, L. R. (2017). Migrating learning management systems in higher education: faculty members’ perceptions of system usage and training when transitioning from blackboard vista to desire2learn. Journal of Educational Technology Systems, 46(2), 259-277.
edX 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).