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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
OU Analyse https://analyse.kmi.open.ac.uk/ Free Royaume-Uni 2017 Academic - School Post-secondary (18 years and over) and Learners with special needs Analytics 0 Knowledge Media Institute Pilot project based on machine learning for early identification of students at risk of failing. All students at risk of failing have course tutors and student support teams available to them every week for appropriate support. Data analysis Identify students at risk of failure. N/A Detects students at risk of failure. N/A Rienties, B., Cross, S. et Zdrahal, Z., 2017. Implementing a learning analytics intervention and evaluation framework: What works?. In Big data and learning analytics in higher education (pp. 147-166). Springer, Cham.
Jules https://devoirsfaits.cned.fr/presentation Free BP 60200 86980 Futuroscope Chasseneuil Cedex France 2019 Academic - School Secondary (12-17 years old) and Learners with special needs Natural language processing and Analytics 0 CNED (à la demande du ministère de l'éducation nationale et de la jeunesse) Jules is an intelligent chatbot for French students that answers their questions while they’re doing their homework. Chatbot, Suggests personalized content. Help with homework N/A Homework help for students. Quick, concise responses. Suggests personalized content. Free. N/A
First Class https://beyond.psu.edu/firstclass/ Free 801, États-Unis Academic - School Teachers Natural language processing, Visual recognition and Analytics 0 Pennsylvania State University First Class is an immersive experience platform that brings the power of augmented reality to teacher education. First Class features a virtual K–12 class with six AI students, allowing aspiring teachers to use movement, voice, and gestures to interact with and react to the “virtual students” as the latter engage in a variety of behaviors. Immersive experience platform for aspiring teachers s.o. Practice authentically, Virtual students, Valuable feedback to users during and after their experience N/A
EER-Tutor https://ictg.cosc.canterbury.ac.nz:8005/eer-tutor/login Free Christchurch, New Zealand Academic - School Post-secondary (18 years and over) Natural language processing and Analytics 0 Intelligent Computer Tutoring Group, University of Canterbury EER-Tutor is a constraint-based tutor that teaches conceptual database design using the Entity Relationship model. Students are provided a problem solving environment to design a data model for a real world scenario. Adaptive tutorial dialogues facilitate discussion of mistakes in a student solution. Natural language processing, Machine learning to discover commonly occurring learning behaviours, Adaptive tutorial dialogues. Teaching conceptual database design using the Entity Relationship model N/A Adaptive tutorial dialogues, higher learning rate N/A
Mathia https://www.mathia.education/ Free France 2019 Academic - School Primary (6-11 years old) and Learners with special needs Natural language processing, Speech Recognition and Analytics 0 Prof en poche, Tralalere, LumenAI et Cabrilog Mathia is a smart 3D voice assistant. It lets teachers monitor their students’ progress and offer personalized lessons. Data analysis, creation of personalized paths, voice assistant and visualization tools Smart mathematics educational assistant N/A Personalized paths, monitors student progress N/A
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.
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
Kialo Edu https://www.kialo-edu.com/ Free USA 2017 Academic - School Post-secondary (18 years and over) Natural language processing and Analytics 0 Kialo An online debate platform with an easy-to-navigate arrangement of the various arguments. Students can put a question to debate, add arguments, respond to other students, and vote on the relevance of previous responses. Analysis of arguments, identifying trolls N/A Makes arguments easier to understand. N/A Beck, J., Neupane, B., et Carroll, J. M. (2018). Managing Conflict in Online Debate Communities: Foregrounding Moderators' Beliefs and Values on Kialo.
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.
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
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.
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
Snatchbot https://fr.snatchbot.me/education Free 7 Derech Menahem Begin, Ramat Gan, Israel 8 Abba Eban Blvd, Herzliya Pituach, Israel 2015 Commercial Teachers Natural language processing and Analytics 0 Snatch Group Limited With the SnatchBot chatbot creation platform, chatbots can be deployed on all channels with a single click; chatbots can be where students are, eliminating the need for multiple messaging accounts or online portals. Students can just text a chatbot on their preferred platform (Skype, Viber, Facebook Messenger, etc.) and receive a response within seconds. Machine learning and AI to determine the context of a conversation and respond in a personal, engaging and relaxed manner. Chatbot creation platform N/A Answer questions from students, Help students understand difficult concepts, Send teacher evaluations and streamline the data analysis process, Always available, can be deployed across any number of channels, free N/A Inamdar, V. A., & Shivanand, R. D. (2019). DEVELOPMENT OF COLLEGE ENQUIRY CHATBOT USING SNATCHBOT. DEVELOPMENT, 6(07).
Teledipity https://www.teledipity.com/ Free Mexico City (Mexique) Commercial General public Analytics 82,000 Teledipity SAPI de CV Teledipity is a virtual AI tool that understands your personality, asks you about your personal and professional goals, and helps you establish specific objectives every month (and year), connecting you with the educational content you need (books, e-courses, audiobooks, podcasts, videos) to meet them. AI to provide book and course recommendations based on your personal goals. Virtual AI tool that helps people achieve their personal and professional goals N/A Character Analysis Report, Book, articles and course recommendations based on your personal goals N/A
Khan Academy analytics https://www.khanacademy.org/ Free USA 2011 Academic - School Preschool (0-5 years), Primary (6-11 years old) and Secondary (12-17 years old) Analytics 0 David Hu Khan Academy offers practice exercises, instructional videos, and a personalized learning dashboard that empower learners to study at their own pace in and outside of the classroom. With Khan Academy, teachers can identify gaps in their students' understanding, tailor instruction, and meet individual student needs. S.O. Adaptive learning S.O. http://david-hu.com/2011/11/02/how-khan-academy-is-using-machine-learning-to-assess-student-mastery.html
Kaspar http://www.herts.ac.uk/kaspar Free University of Hertfordshire, Hatfield, Hertfordshire, AL10 9AB, UK 2005 Academic - School Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs Robotics 0 University of Hertfordshire Kaspar is a humanoid robot that acts as a social companion to improve the lives of children with autism and other communication difficulties. By interacting and behaving in a child-like way, Kaspar helps teachers and parents support children with autism to overcome the challenges they face in socialising and communicating with others. Helping autistic children N/A Improve communication, interpersonal skills and emotional well-being. Teach children with autism about physical interactions. Facilitate collaborative play between autistic children. Help teachers and parents support children with autism. N/A Huijnen, C. A., Lexis, M. A., & de Witte, L. P. (2016). Matching robot KASPAR to autism spectrum disorder (ASD) therapy and educational goals. International Journal of Social Robotics, 8(4), 445-455.
AutoTutor https://www.memphis.edu/iis/projects/autotutor.php Free Institute of Intelligent Systems, University of Memphis, 365 Innovation Dr, Memphis, TN 38152, USA Academic - School Post-secondary (18 years and over) Natural language processing, Visual recognition, Speech Recognition and Analytics 0 The University of Memphis AutoTutor is a computer tutor that helps students learn by holding a conversation in natural language. It simulates a tutorial dialogue between human tutors and students as they work step-by-step through online tasks. AutoTutor tracks the cognition and emotions of the student and responds in a manner that adapts to the student. Emotions are recognized by the dialogue patterns, facial expressions, and body posture of the student. Learning physics and computer skills N/A Conversations in natural language (written or spoken). Conversational Agent adapts to the student, encouraging students to develop detailed responses and deep understanding N/A Graesser, A. C., Li, H., & Forsyth, C. (2014). Learning by communicating in natural language with conversational agents. Current Directions in Psychological Science, 23(5), 374-380.
TeachLivE http://teachlive.org/about/about-teachlive/ Free 12494 University Blvd., Orlando, FL 32816, USA 2013 Academic - School Post-secondary (18 years and over) and Teachers Natural language processing, Speech Recognition and Analytics 0 UCF Center for Research in Education Simulation Technology TLE TeachLivE™ is a mixed-reality classroom with simulated students that provides teachers the opportunity to develop their pedagogical practice in a safe environment that doesn’t place real students at risk. Experiential learning, avatar-based characters, mimic human nuances, voice, vocabulary, gestures Teacher training N/A Teachers can learn the instruction and management skills, Practicing teachers can hone and refine their skills, Examining how participants’ respond to a changing classroom environment, Experimenting with a new teaching idea poses no danger to the learning of any real student N/A Dieker, L. A., Rodriguez, J. A., Lignugaris/Kraft, B., Hynes, M. C., et Hughes, C. E. (2014). The potential of simulated environments in teacher education: Current and future possibilities. Teacher Education and Special Education, 37(1), 21-33.
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
Korbit https://korbit.ai/ Free Suite 304, 5555 Avenue de Gaspe, Montreal, QC H2T 2A3, Canada Commercial General public and Learners with special needs Natural language processing and Expert systems 0 Technologies Korbit Inc Korbit is a personalized learning platform that teaches you data science skills with AI. The learner creates their own personalized program based on their prior knowledge, relevant concepts and learns with their personal smart tutor, Korbi. AI to guide the learner in their learning, Answers the learner's questions. Learning data science N/A Personalized, interactive online course, Ask questions and solve problems with a smart tutor, Free. N/A
Typing Bolt https://www.typingbolt.com/ Free Ernakulam (Inde) Commercial General public Analytics 0 Typing Bolt Typing Bolt is an online typing tutor that helps you learn touch typing. Bolt AI is an Artifical Intelligent engine which studies typing patterns and tracks user levels using multiple unique algorithms. Using this engine typing bolt could provide a customized typing course for each user ( Optimized words for each user) automatically adjusting difficulty Levels. AI algorithms to study typing patterns and tracks user levels, to provide optimized typing words for each user, to automatically adjust difficulty levels Learning typing N/A Optimized words for each user, Adjust the difficulty levels, Real-time analysis reports N/A