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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
CampusNexus Engage https://www.campusmanagement.com/products/crm-for-higher-education Paid 5201 Congress Ave. Boca Raton FL 33487, USA Commercial Post-secondary (18 years and over) Analytics 0 Campus Management Corp. CampusNexus Engage combines Campus Management’s deep CRM (customer relationship management) solutions expertise with Microsoft’s application and cloud infrastructure to deliver a system of intelligence for higher education. Built using Microsoft Dynamics, Azure, and Power BI, the solution integrates higher education workflow processes and best practices with the latest innovations in artificial intelligence, machine learning, and business analytics to improve engagement and drive student and institutional success. Artificial intelligence and machine learning to improve engagement and drive student and institutional success N/A Institutions acquire an overview of the student life cycle, Dynamically respond to each student's unique experience and needs. N/A
Assistments https://new.assistments.org/ 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.
Scootpad https://www.scootpad.com/ Free 5655 Silver Creek Valley Rd, Suite 933 San José, CA 95138, USA 2012 Commercial Preschool (0-5 years), Primary (6-11 years old), Secondary (12-17 years old) and Learners with special needs Analytics 0 ScootPad Corporation ScootPad is a personalized mastery platform built on learners data to deliver continuously adaptive enrichment and automatic remediation for every student. Mathematics and language learning N/A Lessons and Adaptive Practices, Free N/A
Dave https://dynamicly.com/discovery 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
PhotoMath https://www.photomath.net/fr Free features 20 E 3rd Ave., San Mateo, CA 94401, USA 2014 Commercial Secondary (12-17 years old), Teachers and Learners with special needs Visual recognition and Analytics 1,000,000 Photomath, Inc. Students who have trouble with a math problem take a picture of it using their mobile device, then send it to the application. PhotoMath reads and solves the problem using a step-by-step approach. AI for reading and solving math problems Learning mathematics N/A Scan a math problem for instant help, Obtain detailed guidance (specific steps) The paid version offers improved features Hamadneh, I. M., & Al-Masaeed, A. (2015). Math teachers' attitudes towards photo math application in solving mathematical problem using mobile camera. Educational Research and Reviews, 10(14), 1930.
Microsoft cortana https://www.microsoft.com/en-us/cortana Paid USA 2014 Commercial General public, Secondary (12-17 years old), Post-secondary (18 years and over), Teachers and Learners with special needs Natural language processing and Speech Recognition 0 Microsoft Cortana is a virtual assistant. Speech recognition Virtual assistant N/A Quick access to information N/A Kepuska, V., & Bohouta, G. (2018, January). Next-generation of virtual personal assistants (microsoft cortana, apple siri, amazon alexa and google home). In 2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC) (pp. 99-103). IEEE.
Metacog https://metacog.com Paid USA 2018 Commercial Post-secondary (18 years and over), Teachers and Researchers Analytics 0 Metacog Technologies, LLC Metacog is a learning analytics, human-computer interface and EDM rooted startup - uniquely leveraging streaming big-data technology to measure an individual’s ability to demonstrate in-demand skills. Metacog is a learning analytics, human-computer interface and EDM rooted startup - uniquely leveraging streaming big-data technology to measure an individual’s ability to demonstrate in-demand skills. The Metacog API data platform supports delivery, analysis, and reporting of authentic, performance-based assessment. Metacog’s trainable machine learning models and real-time data analytics observe the user (learner, candidate, employee) as they work through a digital task, capturing not just their final answers, but also their behavior, process, and problem-solving approaches. N/A Metacog evaluates HOW people think, and their DEMONSTRATED competencies - not just what they have memorized. Hard to assess skills such as complex problem solving, knowledge synthesis and collaboration are now measurable. N/A
Schoolzilla https://schoolzilla.com/ 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.
Vital Source https://www.vitalsource.com/ Paid USA 2013 Commercial Post-secondary (18 years and over) Planning 0 VitalSource Technologies LLC Platform provides students with the textbooks and notebooks they need Identifies the relevant resources for students N/A Facilitates personalized learning. N/A Rogers-Estable, M. (2018). Implementation factors and faculty perceptions of electronic textbooks on the iPad. Open Praxis, 10(1), 41-54.
Desire2Learn https://www.d2l.com/ 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.
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.
Tribal https://www.tribalgroup.com/ Paid UK 2014 Commercial Post-secondary (18 years and over) Analytics 0 Tribal Platform offers a program of resources and solutions adapted to each school and designed to deliver an educational experience adjusted to the students’ situation. Analyzes the school’s data to arrive at the appropriate solution N/A Education more reflective of the students’ profile 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.
Claned https://claned.com/ Paid Finlande 2017 Commercial Post-secondary (18 years and over) and Teachers Analytics 0 Claned Platform that helps a teacher build a course by making it more interactive and more appearling to students. The platform is based on a high volume of data and adapts to the teacher's situation, based on the data provided. N/A Facilitates course creation 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
Duolingo https://fr.duolingo.com 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. https://doi.org/10.1162/tacl_a_00310
Kidaptive https://www.kidaptive.com 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.
Dreambox https://www.dreambox.com Paid Bellevue (USA) 2006 Commercial Preschool (0-5 years) and Primary (6-11 years old) Analytics 3,000,000 Dreambox Learning Dreambox is an online math program that supplements basic education in the classroom or at home. It dynamically adapts to the learner, delivering personalized instruction. AI engine to provide behaviour analytics, Learning mathematics N/A Personalized teaching, Teacher support with educational data analysis Home license: $12.95 /month per learner. School license: $20 / year per learner Lenard, M. A., & Rhea, A. (2018). Adaptive Math and Student Achievement: Evidence from a Randomized Controlled Trial of DreamBox Learning. Manuskript, Harvard Graduate School of Education, Cambridge, MA.
Reasoning Mind https://www.reasoningmind.org 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.
ETS Criterion https://www.ets.org/criterion Paid Princeton (USA) 1999 Commercial Primary (6-11 years old), Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers Natural language processing 0 ETS ETS Criterion is an instructor-led writing tool that helps learners plan, write and revise their essays. It gives them immediate diagnostic feedback, real-time scores and more opportunities to practice writing at their own pace. Natural language processing to evaluate essays Learning English (writing) N/A Gives immediate feedback and scores, Helps improve learners' writing, Frees up time during evaluation. N/A Chen, J., Zhang, M., & Bejar, I. I. (2017). An Investigation of the e‐rater® Automated Scoring Engine's Grammar, Usage, Mechanics, and Style Microfeatures and Their Aggregation Model. ETS Research Report Series, 2017(1), 1-14.
ALEKS https://www.aleks.com 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.