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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
Metacog 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 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 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 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.
Tribal 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
Claned 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
Kidaptive 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 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 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 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 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.
Rosetta Stone Paid Arlington (USA) 1992 Commercial General public Speech Recognition and Analytics 0 Rosetta Stone Inc. Rosetta Stone is a computer-assisted language learning software. It uses pictures, texts and sounds to teach words and grammar by spaced repetition, without translations. Automatic learning to identify objects for live translations, Speech recognition to help users match their pronunciation of words to that of native speakers. Learning language N/A Immediate result of the exercise, Immediate pronunciation feedback, Huge collection of content. Rosetta Stone costs $79 for three months, $119 for six months, $179 for one year, or $249 for two years. Kirova, S. (2011). Rosetta Stone software–an interactive educational tool for learning foreign languages.
edX 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).
Turnitin Paid Oakland (USA) 1997 Commercial Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers Natural language processing 30,000,000 John Barrie et Christian Storm Turnitin is a web-based plagiarism detection service that detects the degree of plagiarism in work submitted by a student. Detection of similar content (texts) Provide teachers with information on plagiarized sources and the degree of plagiarism. N/A Provides teachers with information on plagiarized sources and the degree of plagiarism. Helps students understand academic integrity in written assignments. Turnitin cannot be sold to students. It is sold to educational institutions, which make it available to teachers and students. Halgamuge, Malka N. "The use and analysis of anti‐plagiarism software: Turnitin tool for formative assessment and feedback." Computer Applications in Engineering Education 25.6 (2017): 895-909.
Babbel Paid Berlin (Allemagne) 2007 Commercial General public Speech Recognition and Analytics 1,000,000 Markus Witte et Thomas Holl Babbel is a subscription-based language learning app and e-learning platform, which currently offers 14 different languages. Voice recognition to practice pronunciation, personalized recommendations. Learning language N/A Interactive lessons, Language for any situation (travel, work, etc.), Speech recognition to practice pronunciation Requires a subscription of $15.99 / month / language. Nushi, M., & Eqbali, M. H. Babbel: A Mobile Language Learning App. TESL Reporter, 51(1), 109-121.
Peerceptiv Paid Pittsburgh (USA) 2002 Commercial Secondary (12-17 years old) and Post-secondary (18 years and over) Natural language processing 500,000 Learning Research and Development Center (LRDC), Pittsburgh University Peerceptiv is a peer review system to support the teaching of writing from high school to university level. It lets teachers introduce peer review among students so they receive feedback on more writing assignments than a single teacher could provide. Computer linguistics, Machine learning, Verification of composition content, Identifies the thesis statement and concluding sentences. Learning language (writing) N/A Engages students in writing and critical thinking. Allows students to receive more feedback on their writing assignments. Students are given information on how they’re doing as a reviewer, which keeps them accountable. When there is no campus-wide subscription, the purchase price for one student is $12.95 (for one school year) Falakmasir, M. H., Ashley, K. D., Schunn, C. D., & Litman, D. J. (2014, June). Identifying thesis and conclusion statements in student essays to scaffold peer review. In International Conference on Intelligent Tutoring Systems (pp. 254-259). Springer, Cham.
Fishtree Paid Arlington (USA) 2012 Commercial Teachers Analytics 500,000 "Terry Nealon et Jim Butler " Fishtree is a learning platform that adapts and personalizes learning environments for primary, high school and university education. It also lets teachers easily track learner progress through analytics. Adaptive learning. Content recommendation. N/A Automatic generation of resources, Automatic alignment of content to learning objectives, Personalized learning, Tracking of students' learning progress. Price: A teacher account costs $1.99/month and a class account costs $3.99 (200 students)
WriteToLearn Paid London (UK) Commercial Primary (6-11 years old), Secondary (12-17 years old) and Learners with special needs Natural language processing and Analytics 0 WriteToLearn WriteToLearn is a fully automated online literacy tool that assesses writing and delivers targeted instructional feedback. The researched-based automated scoring assesses student work by evaluating the meaning of text—not just grammar and spelling—allowing students to continue through the write-edit-revise writing cycle. Latent semantic analysis (natural language processing), Statistical classification and analysis methods, Computational linguistics techniques. Language learning S.O. Immediate feedback with suggestions, Personalized vocabulary exercises, reduce the time spent (by teachers) on editing and evaluation. S.O. Franzke, M., & Streeter, L. A. (2006). Building student summarization, writing and reading comprehension skills with guided practice and automated feedback. Highlights from research at the University of Colorado, a white paper from Pearson Knowledge Technologies.
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
Civitas Learning Paid Austin (USA) 2011 Commercial Post-secondary (18 years and over) Analytics 8,000,000 Charles Thornburgh, Laura Malcolm et Mark Milliron Civitas Learning’s student success intelligence platform helps colleges and universities harness the power of their student data to improve outcomes. Adaptive learning N/A Automated identification of actionable knowledge points, custom predictive models. N/A Milliron, M., Kil, D., Malcolm, L., & Gee, G. (2017). From innovation to impact: How higher education can evaluate innovation's impact and more precisely scale student support. Planning for Higher Education, 45(4), 125-136.
Realizeit Paid Dublin (Ireland) 2007 Commercial Post-secondary (18 years and over) and Teachers Analytics 1,000,000 David Collery, Frank Claffey, John Keane, John Keane Realizeit is an intelligent and adaptive web based learning system that allows instructors to create custom, personalized learning experinces that improve student engagement and performance. Adaptive learning, personalized comments for each learner N/A Courses customized for instructors, Personalized learning for students, Real-time insights into the progress of individual students, Auto-graded assignments and immediate, personalized feedback provided for every student. N/A Dziuban, C. D., Moskal, P. D., Cassisi, J., & Fawcett, A. (2016). Adaptive Learning in Psychology: Wayfinding in the Digital Age. Online Learning, 20(3), 74-96.