AI mapping – Resources

Name	URL	Cost	Address	Year Created	Type	Audiences	Technologies	User count	Creators	Description	Tech Description	Uses	Reasons	Pros	Limitations	Publications
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.
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).
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
Lecteur immersif	https://www.onenote.com/learningtools	Free	One Microsoft Way Redmond, WA 98052-6399 USA		Commercial	General public and Learners with special needs	Natural language processing	0	Microsoft Corporation	Immersive Reader is an AI service that helps users of all ages and reading abilities read and understand text through features like read aloud and language translation and by focusing attention with highlighting and other design elements. It’s available for OneNote, Word, and Outlook on various devices.	Machine learning for reading aloud, translating languages.	Improving reading skills	N/A	Reads text aloud, Captivates attention and speed sup reading, Improves comprehension and text composition, Improves reading speed, Allows teachers to help students with different needs, Available free of charge.	N/A
Letrus Writing Skills	https://www.letrus.com.br/	Free	Rua Francisco Leitão, 469, Sao Paulo, SP 05414-025, Brésil	2017	Commercial	Secondary (12-17 years old) and Learners with special needs	Analytics	0	Letrus	Letrus Writing Skills is a program that uses AI for automated feedback on student writing. Letrus aims to reduce functional illiteracy in the Portuguese language by giving high school students and teachers more opportunities to practice	Data analysis, adaptive learning, feedback	Learning to write (Portuguese)	N/A	Hybrid AI and human feedback, improved student monitoring	Plateform in portuguese
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
Sow Study Aid	https://www.producthunt.com/posts/sow-study-aid	Free	USA	2017	Commercial	Secondary (12-17 years old) and Post-secondary (18 years and over)	Natural language processing and Speech Recognition	0	Terrence Wells	An application that helps students study by focusing on their auditory sense: a realistic voice reads keywords, plays a sound for correct answers, music, etc. Associated with Quizlet.	Voice recognition linked to Google Home	Assistant	N/A	Reinvents studying with Quizlet flashcards.	N/A
Tubestudy	https://tubestudy.fr.aptoide.com/app	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
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
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
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
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
Coursera	http://fr.coursera.org	Free features	Mountain view (USA)	2012	Commercial	Post-secondary (18 years and over)	Analytics	47,000,000	Stanford professors Andrew Ng and Daphne Koller	Coursera is an online learning platform that partners with universities and other organizations to offer online courses, specializations, and degrees in a variety of subjects.		Recommend courses. Inform the teacher as soon as that a large number of learners give a wrong answer to a question or a Duty.	S.O.	Online learning, Many partner universities, open courses	S.O.	Shafiq, H., Wani, Z. A., Mahajan, I. M., & Qadri, U. (2017). Courses beyond borders: A case study of MOOC platform Coursera. Library Philosophy and Practice, 1-15.
Toppr	https://www.toppr.com	Free features	Mumbai (India)	2013	Commercial	Primary (6-11 years old) and Secondary (12-17 years old)	Analytics	12,000,000	Zishaan Hayath et Hemanth Goteti	Toppr is an India's learning app for grade 5-12 that offers online and live classes, personalized practice and helps students prepare for India tests.	Adaptive algorithms to create individual learning paths.	Adaptive learning	N/A	Adaptive practice, Live lessons, Online course, Chat with tutors, Help to solve the tests (in India).	The price varies between $280 and $560
Byju’s	https://byjus.com	Free features	Bengaluru (India)	2015	Commercial	Preschool (0-5 years), Primary (6-11 years old) and Secondary (12-17 years old)	Analytics	42,000,000	Byju Raveendran	Byju's is a learning app that offers video lessons and personalized learning journeys mapped to the student's grade & syllabus.	Adaptive learning	Science and mathematics learning	N/A	Personalized learning journeys, Adaptive questions as per the relevant syllabus, Adaptive & interactive tests.	The amount of the fees depends on the course or test.	Sruthi, P., & Mukherjee, S. Byju’s The Learning App: An Investigative Study On The Transformation From Traditional Learning To Technology Based Personalized Learning.
Mon Coach Bescherelle	https://moncoach.bescherelle.com	Free features	Paris (France)	2018	Commercial	General public and Post-secondary (18 years and over)	Analytics	0	Bescherelle	Mon Coach Bescherelle is a French-language training application for spelling and writing (using AI) that adapts to the learner’s level, with a personalized dashboard that lets the learner track their results and progress.	Adaptive learning. Personalized training.	Learning language (French)	N/A	Personalized training, Personalized dashboard so you can track your results and progress.	After a trial session, the application is available as a subscription (from 1 to 12 months and from €9.99 to €4.99 per month).
Aida Calculus	https://www.pearson.com/us/higher-education/products-services-teaching/learning-engagement-tools/aida.html	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	https://www.prnewswire.com/news-releases/pearson-releases-first-of-its-kind-ai-enabled-mobile-tutoring-experience-300955993.html
SmartBook	http://learnsmartadvantage.com	Free features	Irvine (USA)	2013	Commercial	Post-secondary (18 years and over) and Teachers	Analytics	0	McGraw Hill	SmartBook is an adaptive learning and reading tool that tailors the course manual to the unique needs of each student. It lets teachers monitor their students’ learning progress.		Adaptive learning to personalize the course manual.	N/A	SmartBook actively adapts the course manual to a student's individual needs. Teachers can monitor the learning progress of students. Available for computer, mobile and tablet	A license key is needed to access all the book’s chapters.	https://www.engadget.com/2013/01/08/mcgraw-hill-smartbook/
Embibe	https://www.embibe.com/landing	Free features	Ist floor, Plot No 36, SJR Junction,100 Feet Road, Sony World Signal, Koramangala, Bangalore / Bengaluru Karnataka , 560095, India	2012	Commercial	Secondary (12-17 years old) and Post-secondary (18 years and over)	Analytics	0	Indiavidual Learning Pvt Ltd	Embibe is an AI platform that provides educational services, with personalized feedback to students. It has a large data set of questions for students to practice and offers learning materials, adaptive practice, and academic videos to help students prepare for various exams.	Machine learning for improved results, Adaptive practice, Personalized feedback.	Helping students achieve higher test scores (in India)	N/A	Personalized learning, Personalized search engine, Adaptive practice for various exams.	Some features are free, others are not
Top Hat	https://tophat.com	Free features	151 Bloor Street West, Suite 200, Toronto, Ontario M5S 1S4, Canada	2009	Commercial	Post-secondary (18 years and over) and Teachers	Analytics	0	Top Hat	Top Hat is an active learning platform that helps educators deliver interactive course content and assessments remotely, ensuring students stay engaged in learning. It allows instructors to customize textbooks that feature interactice content, administer tests and quizzes, analyze student performance, and create auto-graded homework.	Artificial intelligence to supervise student activity and report student irregular behavior.	Smart learning platform	N/A	Analysis of student performance, Self-assessed homework	Free for instructors, but a student pays $ 4 / month.	Preville, P. (2017). The active learning handbook: Engagement techniques that work.
Nerdify	https://ca.gonerdify.com/	Free features	995 Market St, San Francisco, CA 94103, États-Unis		Commercial	Post-secondary (18 years and over)	Natural language processing and Analytics	0	Nerdify	With the Nerdify platform, students send a text message with the task or homework they need help with, and an AI system finds the best tutor for the task and a remote appointment is made.	With the Nerdify platform, students send a text message with the task or homework they need help with, and an AI system finds the best tutor for the task and a remote appointment is made.	On-demand student help for any type of educational request via text messaging.	N/A	Help with homework or tasks.	Payment depends on how long it takes to solve the mission

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