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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
Reasoning Mind Paid Houston (USA) 2000 Commercial Preschool (0-5 years), Primary (6-11 years old), Secondary (12-17 years old) and Teachers Analytics 0 Reasoning Mind Reasoning Mind is a math program for preschoolers to junior high school students. It’s designed to be used in a classroom setting with the support of a teacher. The teacher receives real-time information on student progress. AI to intelligently suggest seating plan arrangements Learning mathematics N/A Personalized learning, The teacher receives real-time information on student progress. License for parents: $20/student per month. License for schools: $88/student per year.
Acarya 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
Achieve3000 Paid 331 Newman Springs Rd, Red Bank, NJ 07701, United States Commercial Preschool (0-5 years), Primary (6-11 years old), Secondary (12-17 years old) and Teachers Analytics 0 Achieve3000, Inc. Achieve300 is a literacy platform of solutions with the tools and content educators need for differentated online instruction. Teachers use the program with an entire class but the assignments are tailored to each student’s reading ability level. Progress reports and student usage data, provided by the online tool, enable teachers to track both whole-class and individual student progress. AI to automatically deliver content aligned with a student's skill level and learning pace. Learning to read and math N/A Accelerate learning, information in accordance with standards, Flexible program platform. Schools and districts can request prices through the Achieve3000 website. Homeschool: $132 to $177 per license depending on the program selected.
Ada Free Deane Road Campus, Deane Road, Bolton, BL3 5BG, USA Academic - School Post-secondary (18 years and over), Teachers, Researchers and Other education actors Natural language processing 0 Bolton College Ada is able to respond to a spectrum of student enquiries, delivering personalised and contextualised responses that draw on data such as the student’s courses, their progress, their goals and their individual targets. Ada is able to respond to questions about the library, student services, finance, accommodation, transport, careers, and examinations – and it learns more with every interaction. Natural language processing to process requests (texts) Digital assistant for students, teachers and support teams N/A Immediate responses at any time, Respond to students' questions about a wide variety of College services, contextualized responses to questions asked by students, enable teachers and support teams to trigger actions and interventions N/A
Adaptiv'Math 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
Aida Calculus Free features London (UK) 2019 Commercial Post-secondary (18 years and over) Analytics 0 Pearson Aida Calculus is an AI-powered mobile tutoring application designed to help learners tackle calculus (mathematical discipline). It analyzes and provides feedback on typed or handwritten work. Over time, Aida learns which approaches work best for each learner. Deep learning. Reinforcement learning. Real-time feedback. Personalized recommendations. Learning mathematics N/A Helps students tackle calculus, Gives learners personalized suggestions for practical problems. Available for download on iOS 13 and in a subscription model
ALEKS 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.
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
Alloprof Free Canada 1996 Academic - School Primary (6-11 years old), Secondary (12-17 years old), Teachers and Other education actors Analytics 0 Alloprof Alloprof engages Quebec students and their parents in educational success by offering them free professional and stimulating academic support. Tools that save students time and help them succeed with homework and lessons include videos, pedagogic sheets, texting, exam preparation tips and advice, and interactive exercises. Through the integration of an artificial intelligence of the type chatbot, the immersive game 'Spellers' allows players to improve their writing skills in English. AI to maintain a personalized relationship with learners, Immersive game to help students learn English as a second language. Helping students with homework and fostering learning N/A Helping students with homework , Fostering and gamifying learning, motivating students, Equipping parents. N/A Karsenti, T. (2015). Quel est le rôle d’Allô prof dans la persévérance et la réussite scolaires des élèves? Étude auprès de 6659 acteurs scolaires (élèves, enseignants, directions et parents). Rapport synthèse de recherche. Montréal, QC : CRIFPE. Tanguay, M. A. (2017). Stratégie numérique : Pour mieux engager l’élève et les acteurs de l’éducation. Alloprof. URL:
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
Altitude Learning Paid Information Redacted Due to Closure San Francisco, CA 94103-3816, USA 2013 Commercial Primary (6-11 years old), Secondary (12-17 years old), Teachers and Learners with special needs Analytics 0 AltSchool Altitude Learning is a software platform that delivers a personalized learning experience that fits each individual child. The system collects data from tablet based learning plans and associated data entry as well as cameras and microphones that are installed in classrooms to monitor progress of each student in much more detail than a teacher with a classroom full of students ever could. This data is accessible to parents and teachers to ensure student progress and to help each student advance along their educational journey. Machine learning to create individual learning paths N/A Personalized learning paths, Educators and learners play a vital role in co-creating learning experiences, Provide skills aligned comments Price
Amira Learning Paid San Francisco, CA 94104, US. 2018 Commercial Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs Natural language processing, Speech Recognition and Analytics 0 Amira Learning Amira Learning is an intelligent reading assistant that listens, assesses & tutors. Amira recommends appropriately challenging stories, listens as a student reads aloud, and intervenes when helpful. Amira’s Dyslexia Screener identifies students at risk of Dyslexia and other disorders. AI to generate the right reading intervention at the right time, (voice recognition) to automate Oral Reading Fluency assessment N/A Accelerating reading mastery, giving teachers more time to teach, giving students a more effective way to practice, identifying students at risk of Dyslexia and other disorders, diagnostic reports that empower teachers and parents Amira Assessment costs about $5 per student per year. Dyslexia Screener costs about $2.50 per student, and interactive Amira Practice costs about $10 per user.
Amy 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
SmartEd Africa Free features Boulevard des Nations Unies, Douala, Cameroun Commercial Secondary (12-17 years old) Analytics 0 SmartEd.Africa This application customizes the learning approach to the student's needs. It also offers tools for gamification, a pedagogical approach that attempts to make learning more interesting. All the application's content can be accessed without an Internet connection. AI for personalized learning Customizing the learning approach to the students’ needs. N/A Personalized learning, Content can be accessed without an Internet connection, Self-correcting quizzes N/A
Dragonbox Paid Oslo, Norvège 2012 Commercial Primary (6-11 years old) and Learners with special needs Analytics 0 dragonbox Applications to work on mathematics. The apps are for kids age 5 and up to practise algebra, numbers, big numbers, chess and geometry through math games. Interaction and feedback in the app. Serious game Learning mathematics N/A Personalized learning From C$5 to C$8 Lee, S. J., Liu, Y. E., & Popovic, Z. (2014, July). Learning individual behavior in an educational game: a data-driven approach. In Educational Data Mining 2014
APPSCHO 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
Area9 Rhapsode Paid 126 Woodland Road Chestnut Hill, MA 02467 2018 Commercial Post-secondary (18 years and over) Analytics 0 Area9 Lyceum ApS Area9 Rhapsode is an adaptive learning platform designed to deliver unique learning to each student based on their strengths and shortcomings. It also offers advanced analysis of student learning. Apprentissage adaptatif pour donner un apprentissage unique à chacun des étudiants. Adaptive learning to provide every student with unique learning. N/A Personalized learning, analysis of student learning. A license must be purchased.
Dave Paid Boston et Montréal Commercial Post-secondary (18 years and over) Natural language processing and Analytics 0 Dynamicly Teaching assistant, chatbot that guides users during online lessons, making them appealing and interactive. With a simple statement, the virtual assistant immediately serves up what users are looking for. It also gives a reminder when there is a project to hand in or a lesson to follow. Chatbot, processing of user requests, offers insight into how users access content N/A Makes online courses interesting, Personalized information on demand, Offers insight into how users access content Service must be purchased
Assistments Free Worcester, Massachusetts (USA) 2003 Academic - School Secondary (12-17 years old), Teachers and Learners with special needs Expert systems and Analytics 0 ASSISTments Assistments is a platform that helps teachers create homework, supports students with immediate feedback and advice, and provides teachers with student performance analyses, suggesting where to focus their teaching time. AI to identify concepts that should be gone over again by the teacher. Learning mathematics N/A Immediate feedback on homework, analysis of student performance. Free. Appropriation of the tool. Connection with Google Classroom or Canvas. Roschelle, J., Feng, M., Murphy, R. F., et Mason, C. A. (2016). Online mathematics homework increases student achievement. AERA Open, 2(4), 2332858416673968.
AutoTutor 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.
Alexa Paid 1100 Enterprise Way Sunnyvale, CA 94089, USA 2014 Commercial Post-secondary (18 years and over), Teachers and Learners with special needs Natural language processing and Speech Recognition 0 Amazon Lab126 With Alexa, students, educators, and parents can use their voice to interact with technology that deepens learning, provides access to critical information, and saves time. Students can track upcoming events on their calendar, get study resources, or make an appointment with a guidance counselor– all without having to open their computer. Teachers can use Alexa to prepare for upcoming lessons, while administrators can quickly access important information like enrollment statistics. Speech recognition N/A Quick access to information N/A Chung, H., Park, J., & Lee, S. (2017). Digital forensic approaches for Amazon Alexa ecosystem. Digital Investigation, 22, S15-S25.