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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
Oto Paid San Francisco (USA) Commercial Preschool (0-5 years) and Learners with special needs Natural language processing and Analytics 0 Oyalabs Oto is an IoT(internet of things) software and hardware platform that monitors the brain and language development of a child and gives parents personalised and evidence-based tips to maximise their child's potential. Natural Language Processing technology to analyse the quality of a child's play interactions, including how many words they hear and how engaged they are in the learning process. Monitoring and improving child's early cognitive development N/A Des conseils personnalisés pour maximiser le potentiel d'un enfant, Recommandations personnalisées d'activités et de livres avec lesquels vous pouvez engager votre enfant, Suivre les progrès d'un enfant, Predicting a child's IQ and school readiness. s.o.
Four Little Trees 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
MARi 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
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.
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).
Bixby Paid Seoul (South Korea) 2017 Commercial General public Natural language processing, Visual recognition, Speech Recognition and Analytics 0 Samsung Bixby allows you to control your smartphone with voice commands. Using Bixby Vision, you can translate content of different lengths and sizes. To search without keywords, just point your camera at what interests you and Bixby Vision will find the information you need. Bixby Vision also describes captured images. Voice recognition, Natural language processing, Image recognition (to identify an image, place, text or go to purchase options) Virtual assistant N/A Learning more easily about the world around you, Locate objects and read text in real time, Description of the captured images, Control your smartphone with voice commands. Exclusive to Samsung devices
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
Acuitus 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.
Crystal Island Free North carolina state university, Raleigh, NC 27695, USA Academic - School Post-secondary (18 years and over) and Teachers Analytics 4,000 North carolina state university Crystal Island is a game-based learning environment for middle grade science and literacy. In the game, students play the role of a medical field detective investigating a mysterious infectious disease outbreak affecting a team of scientists on a remote island. While exploring the island research camp from an immersive first-person viewpoint, students utilize critical thinking skills to solve problems about the source and impact of the outbreak, test hypotheses using virtual laboratory equipment, and complete a diagnosis worksheet to record their findings. AI techniques to create an intelligent game-based learning environment, to provide automated supportive feedback, to build AI-driven autonomous non-player characters (companion agents) Learning science and language arts N/A Motivating and engaging context for students to solve a scientific problem, Develop the ability to interpret complex information texts. complete classroom instruction, test bench for researching intelligent tutoring systems, Free. N/A
B12 par Apprentx Paid 2019 rue Moreau, Montreal, QC, Canada 2019 Commercial General public, Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers Natural language processing, Expert systems and Analytics 12,000 Apprentx Équipe: Jean-Philippe Bradette - CEO Pierre-Alexandre Bradette - COO Julie Castonguay - CXO Louis Auger Gosselin - Directrice transformation de l'apprentissage Nadia Lépine - Directeur transformation de l'apprentissage Charles-Olivier Demers - Chef des TI et de la programmation Antoine Grandchamp - Développeur Full-Stack Senior Alex Nault - Développeur Full-Stack Senior B12 met à profit la science cognitive, l’intelligence artificielle et l’analytique avancée pour renforcer la mémorisation et développer les habiletés, tout en offrant aux superviseurs, équipes de formation et directions une visibilité sur le niveau de confiance et de performance des employés. Suivant un calendrier prédéterminé, B12 soumet des activités de renforcement par notification courriel (ou messages texte). L’idée est d’espacer et de répéter les activités dans le temps, et de les intégrer facilement dans l’horaire de travail. Bien que B12 ait été développé avec le secteur Commercial en tête, il a rapidement été utilisé dans le milieu scolaire pour l'aide à l'apprentissage. B12 a évolué très rapidement et offre un grand éventail de fonctionnalités permettant de créer des programmes de formation axés sur le transfert des connaissances, de les diffuser de manière agile à des groupes de participants, et de mesurer les apprentissages et les progrès dans le temps. Un algorithme de "Machine Learning" est utilisé pour personnaliser les parcours d'apprentissage de chaque apprenant. L'intelligence Artificielle permet de prédire le niveau de réussite d'un apprenant et ensuite de proposer les meilleures activités de formation pour améliorer sa performance. B12 permet de créer des parcours de formation axés sur le transfert des connaissances, ensuite de les diffuser aux apprenants, et ensuite mesurer leur performance selon une variété d'indicateurs. En éducation, B12 est utilisé par les intervenants entre autres pour le perfectionnement du français, l'étude en prévision d'examens, et pour des parcours en santé mentale pour les jeunes. Apprentx a développé B12 dans le soucis d'offrir un outil facile d'utilisation qui permet de faire des suivi post-formation efficaces, basés sur les sciences cognitives. Les gestionnaires de programme de formation, les enseignants dans les écoles, les conseillers technopédagogiques. Projets pilotes pour démontrer rapidement les avantages de l'utilisation de B12, accompagnement par l'équipe de concepteurs pédagogiques de Apprentx pour la conception, le déploiement et l'analyse des données. Avec nos clients et nos projets complétés et en cours, nous avons pu constater comment B12 permet de déployer des formations de façon agile, et ensuite recueillir des données précieuses sur une panoplie d'indicateurs-clés de performance. Car nous mesurons non seulement le taux de réussite aux exercices, mais aussi le niveau de confiance des apprenants pour tous les sujets-clés de la formation, ainsi que le taux de performance dans des activités pratiques. Nous mesurons ces données pour les différents sujets et nous les mesurons dans le temps, ce qui permet de déceller les besoins de formation sous-jacents aux groupes. Ainsi, des interventions ciblées sont possibles sur la base des données colligées dans B12. Par exemple, un faible niveau de confiance pour un sujet spécifique par rapport à un bon taux de réussite indique que des activités de coaching ou d'accompagnement sont peut-être nécessaire pour accompagner ces personnes. n/a n/a n/a
UTIFEN 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)
BrightBytes Paid San Francisco (USA) 2012 Commercial Primary (6-11 years old) and Secondary (12-17 years old) Analytics 25,000 Hisham Anwar et Rob Mancabelli BrightBytes is a platform for K-12 analytics solutions to improve student outcomes and achieve school and district objectives. It integrates school's data, builds predictive analytics and machine learning models and dashboards to visualize the data. Predictive analytics and machine learning models for schools. N/A Managing data analytics infrastructure, Customizing data dashboards and reporting, Personalize data alerts. N/A
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).
Blippar Paid 1st floor, 40 Bermondsey St, Bermondsey, London SE1 3UD, Royaume-Uni 2011 Commercial Secondary (12-17 years old) Analytics 50,000 BLIPPAR Platform specializing in augmented reality that brings interactive material to school subjects. For example, instead of reading about volcanic eruptions, the system shows students a 3D model of the eruption process. Achieve beautiful results in 3D models Science N/A Motivation, fun learning $150/month for 1 user and 500 views; $1,500/month for 3 users and 5,000 views
Third space Learning Paid 32-38 Leman St, Whitechapel, London E1 8EW, Royaume-Uni Commercial Teachers Analytics 60,500 Third Space Learning Third Space Learning is a platform that lets math teachers give students online exercises. The platform gives the teacher feedback on which concepts are less understood by students individually and by the whole class. The teacher then chooses the next concepts to be worked on in the exercises for each student, and students have access to a one-on-one service with a tutor. AI to suggest personalized math lessons. The system learns to improve with each session. Learning mathematics N/A The tutors adapt the lessons to each student, One-on-one session with a tutor, Math resources to support classroom instruction. The price is based on the number of students.
BridgeU’s intelligent matching tool Paid Suncourt House, 18-26 Essex Road, London N1 8LN 2013 Commercial Post-secondary (18 years and over) Analytics 67,000 BridgeU Limited BridgeU's intelligent University matching tool uses data on over 28,000 global universities to show students which courses align with their target grades and personal preferences. Students can easily manage and submit applications to their shortlisted universities through BridgeU. An algorithm to match social, professional, and academic preferences to fit students with the perfect university. Matching pupils / students to universities N/A Matching students with the perfect university Price
Teledipity 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
Tubestudy Free USA Commercial General public Analytics 100,000 CuSeJu Application that presents YouTube online courses on all kinds of subjects (programming, languages, sports, etc.). Categorizes videos by user profile Application that presents Youtube online courses N/A Personalized learning N/A
SAGrader Paid Missouri (USA) 2005 Commercial Secondary (12-17 years old) and Post-secondary (18 years and over) Natural language processing 100,000 The Idea Works Inc. SAGrader is an online tool that provides specific and quick feedback on students' writing content, encouraging them to revise their writing and truly learn the material. It also provides instructors with analyses. Natural language processing. Analyzes and extracts the meaning of the text. Evaluates essays. Learning language N/A Provides immediate personalized feedback. Encourages students to revise their writing. Provides instructors with analyses. Reduces evaluation time. $5 per student Brent, E., Carnahan, T., & McCully, J. (2006). Students improve learning by 20 percentage points with essay grading program.
Summit Learning Free 755 Rockwell Ave, Fort Atkinson, Wisconsin, 53538, United States. Academic - School Primary (6-11 years old) and Teachers Analytics 160,000 Summit Learning Summit Learning platform helps schools create a culture where all students are invested in their own learning. Students work with their teachers to set goals and track progress, and they are are given the time, support, and resources they need to master new material and apply what they've learned before moving on. Teachers see the day-to-day progress of each student. Adaptive learning N/A Individualized teaching, Autonomous learning, increase student engagement, Strong relationships between teachers and students, Free. N/A
Class Charts Paid 10 West Street, Fishguard Pembrokeshire, SA65 9AE, USA 2013 Commercial Teachers and Learners with special needs Analytics 180,000 Edukey Education Ltd Class Charts is seating planner and behaviour management software that teachers use for seating charts & to track both positive and negative behaviour. The data is displayed in clear charts, which can be shared with both teachers and parents. AI engine to provide behavior analytics, AI to intelligently suggest seating plan arrangements Seating planner and behaviour management software N/A Behavior analytics, Suggesting seating plan arrangements, optimising learning and reducing behaviour issues. 300$ per year for 1 to 100 students, Price increases depending on the number of students.