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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
Pixatel http://www.pixatel.com/ Free features 809 Legion Way SE Suite 308, Olympia, WA 98501, USA Commercial General public, Primary (6-11 years old), Secondary (12-17 years old), Teachers and Learners with special needs Analytics 0 Pixatel Systems Inc. Pixatel is a tablet-based adaptive learning platform that provides children with dynamically tailored adaptive content suitable to their individual learning level—using daily practice and testing to master each topic before advancing to the next one. Auto-generated metrics allow teachers to target students most in need of attention in real time. Adaptive learning to personalize instruction N/A Improve learning outcomes, Increase student confidence and attention span, Weaker students benefit the most N/A
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
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.
MARi https://mari.com Paid 100 N Pitt St, Suite 240 Alexandria, VA 22314 Commercial General public Analytics 0 MARi LLC MARi is a personal learning platform that creates pathways to careers and jobs, based on individuals' skills and credentials. It functions like a ‘Career GPS’, helping users navigate from their current skill set through a series of educational experiences and on to their stated job goal. AI algorithms to predict performance and prescribe the right intervention. Personal learning platform N/A Visual gap analysis to current or future skill requirements, Personalized recommendations for the best paths to close any gap, Learning analytics Price
Leeruniek https://leeruniek.nl/ Paid Oudezijds Achterburgwal 237, 1012 DL Amsterdam, Pays-Bas Commercial Primary (6-11 years old) and Teachers Analytics 0 Leeruniek Leeruniek enables personalised learning by providing insight in pupils' progress across subjects. The tool aggregates multiple data streams, e.g. test scores, educational games or daily exercises, and turns this data into actionable insights for educators. learning analytics Adaptive learning N/A Learning analytics to personalize learning, improving learning outcomes and motivation, saving teachers time N/A
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/
Writing Pal http://www.adaptiveliteracy.com/writing-pal Free Payne Hall 108, 1000 S. Forest Mall, Tempe, AZ 85287, US Academic - School Teachers Visual recognition and Analytics 0 SoLET Lab à Arizona State University Writing Pal is a web-based software tool developed to provide a means of automatically scoring essays in the same way as a teacher might while also providing writing strategy instruction, game-based practice and individualized formative feedback to help students improve their writing proficiency. Learning English (Writing) N/A Receive a score and formative feedback, assistant N/A Roscoe, R. D., Allen, L. K., Weston, J. L., Crossley, S. A., & McNamara, D. S. (2014). The Writing Pal intelligent tutoring system: Usability testing and development. Computers and Composition, 34, 39-59.
Deakin Genie App http://genie.deakin.edu.au/ Free 4th Floor, Sally Walker Building, Geelong, Victoria 3220, Australie Academic - School Post-secondary (18 years and over) Natural language processing and Analytics 0 Deakin University Deakin Genie is an artificial intelligence-enabled, personalised digital assistant used by students at Deakin University. It allows students to easily access their timetable, results, unit information as well as an array of answers to common student questions. Genie proactively engages and guides students through study and life at the University. Genie is an artificial intelligence and machine learning application system that learns and develops with use. Application used by students as a personalized digital assistant. N/A Adaptive learning N/A Lacity, M. (2017). Reimagining Professional Services with Cognitive Technologies at KPMG.
Stream LXP https://learningpool.com/solutions/learning-experience-platform-stream/ Paid The City Factory 100 Patrick Street Derry, BT48 7EL, United Kingdom Commercial Teachers and Other education actors Natural language processing and Analytics 0 Learning Pool Limited With Stream LXP, you can transform user engagement with social and self-directed learning, natural language deep search and personalized recommendations. Using the power of Artificial Intelligence, stream personalizes the learning experience for each user and analyzes interactions to drive performance improvement. Give organizations the tools to design, deliver and facilitate social learning while making the most of content N/A Adaptive learning Price
AdmitHub platform https://www.admithub.com/ Paid 38 Chauncy St, Boston, MA 02111, USA 2014 Commercial Post-secondary (18 years and over) Natural language processing and Analytics 0 AdmitHub, Inc. The conversational AI in AdmitHub platform helps students by sending timely reminders and relevant information about enrollment tasks, collecting key survey data, and instantly answering frequently asked questions. A bot responds in less than 2 seconds when it’s confident in an answer. When the bot identifies a priority topic or doesn’t know the answer, questions are sent to the human team. As humans answer new questions, the Knowledge Base grows, making the bot smarter. Conversational AI that helps students by sending timely reminders and relevant information. N/A Adaptive learning, anlysis Price 10-15$/student Gregori, E. (2017). Evaluation of modern tools for an omscs advisor chatbot.
UTIFEN https://www.utifen.org Free Niamey (Niger) 2016 Academic - School Teachers Analytics 24,000 Chaire de recherche du Canada sur les technologies de l'information et de la communication (TIC) UTIFEN is a smart, adaptive online training platform. It adapts learning materials and sends personalized text messages based on each participant’s progress. Personalized teacher training (using computer, tablet or phone), collaboration between participants. N/A Adaptive learning. Adapts learning materials. Personalized text messages. N/A Karsenti, T. et al. Le projet UTIFEN, pour la formation des enseignants du Niger. Bulletin de liaison RIFEFF (2018)
Uptale https://www.uptale.io/fr/accueil/ Paid 128 RUE LA BOETIE 75008 PARIS 2018 Commercial Post-secondary (18 years and over), Teachers, Researchers and Other education actors Natural language processing, Speech Recognition and Analytics 0 Uptale Uptale is the immersive learning platform designed for businesses to create, distribute, monitor and manage 360° and virtual reality training modules. Language processing, learner data processing, heat map, voice recognition and analysis, word cloud, vocabulary clues... Immersive learning platform N/A Learning in a 360-degree environment. Data analysis. Must be purchased
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.
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).
Coursera http://fr.coursera.org 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.
Acuitus https://www.acuitus.com Paid 1050 Enterprise Way #200, Sunnyvale, CA 94089, USA Commercial General public Analytics 1,000 Acuitus With Acuitus’s system, you can learn remotely, working with an exceptional personal (digital) tutor. Drawing on lessons learned over the past 50 years in education — cognitive psychology, social psychology, computer science, linguistics and artificial intelligence — Acuitus has createa a digital tutor that it claims can train experts in months rather than years. AI to create a digital tutor, adaptive learning Adaptive learning N/A Individualized learning, Creating IT experts in a short period of time N/A Fletcher, J. D., & Morrison, J. E. (2014). Accelerating development of expertise: A digital tutor for Navy technical training (D-5358). Alexandria, VA: Institute for Defense Analyses.
Amy https://www.amy.app/ Paid Dave Moskovitz, 19 Beere Haven Road, Seatoun, Wellington 6022, New Zealand 2015 Commercial Secondary (12-17 years old) Natural language processing 0 Jaipuna Limited Amy is an AI-powered private math tutor that is part of an online learning management system to improve user experience and student learning outcomes. Amy makes math learning easier by giving students feedback and teaching them the missing skill if the answer is incorrect. AI that gives explanations when an answer is wrong. Chatbot. Learning mathematics N/A Personalized learning, Real-time feedback, Explanations when a wrong answer is given, Teaches the identified missing skill, Analyzes student performance, Easy to add to an existing online education system. Intégration facile dans un système d'enseignement en ligne existant N/A
Jigsaw Interactive https://jigsawinteractive.com/solutions/education/ 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).
STMath https://www.stmath.com/ 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.
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).
Conexus https://conexus.net/ Paid Grønland 67, 3045 Drammen, Norway 2001 Commercial Teachers and Other education actors Analytics 0 Conexus Platform gives teachers and principals an overview of the entire student learning process. Conexus collects data on student activity in the learning process, organizes the data and presents it visually. Platform offered in Norwegian. Data analysis system for learning N/A Personalized learning Platform in Norwegian