AI mapping – Resources

Name	URL	Cost	Address	Year Created	Type	Audiences	Technologies	User count	Creators	Description	Tech Description	Uses	Reasons	Pros	Limitations	Publications
SmartEd Africa	https://www.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
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
Alloprof	https://www.alloprof.qc.ca	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: blogue.alloprof.qc.ca/wp-content/uploads/2017/02/AP_memoire_Strategie_numerique_vf-4.pdf
Classplusapp	https://classplusapp.com	Paid	1st Floor, D8, Sector 3, Noida, Uttar Pradesh 201301, India	2012	Commercial	Teachers	Analytics	1,000,000	Bunch Microtechnologies Pvt Ltd	Classplus is an interactive platform that lets teachers create and manage their classes. Teachers can create and sell online courses via their mobile app, give online tests, get personalized performance reports for all students, and contact parents.	AI for personalized performance reports	Interactive platform that lets teachers create and manage their classes	N/A	Insightful student reports, Communication with parents, Features for giving online tests, Selling online courses on your mobile app	The platform charges a subscription fee
Deakin Genie App	http://genie.deakin.edu.au/	Free	4th Floor, Sally Walker Building, Geelong, Victoria 3220, Australie		Academic - School	Post-secondary (18 years and over)	Natural language processing and Analytics	0	Deakin University	Deakin Genie is an artificial intelligence-enabled, personalised digital assistant used by students at Deakin University. It allows students to easily access their timetable, results, unit information as well as an array of answers to common student questions. Genie proactively engages and guides students through study and life at the University.	Genie is an artificial intelligence and machine learning application system that learns and develops with use.	Application used by students as a personalized digital assistant.	N/A	Adaptive learning	N/A	Lacity, M. (2017). Reimagining Professional Services with Cognitive Technologies at KPMG.
Socrative	https://socrative.com/	Free features	10113 104 St NW #403, Edmonton, Canada		Commercial	Primary (6-11 years old), Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers	Analytics	3,000,000	Showbie Inc.	Socrative is a platform that teachers can use to create formative assessments with multiple choice, open-ended or closed questions. Teachers can review learner understanding at the class, learner or question level.	Automatic assessment of learner responses	Creating formative assessments	N/A	Creation of personalized activities, Quizzes are evaluated automatically in real time, Immediate feedback on the quiz, Free for learners	Free for learners, but $59.99 per year for elementary and high schools, $99.99 per year for higher education institutions and businesses	Faya Cerqueiro, F., & Martín-Macho Harrison, A. (2019). Socrative in Higher Education: Game vs. Other Uses. Multimodal Technologies and Interaction, 3(3), 49.
Ecree	https://www.ecree.com/	Paid	Chapel Hill, North Carolina, United States, 27517	2014	Commercial	Primary (6-11 years old), Secondary (12-17 years old) and Post-secondary (18 years and over)	Analytics	0	Essay Assay, Inc	Ecree is a web-based writing assessment and evaluation tool providing students with real-time feedback to improve their writing and helping teachers by automating the grading process.	Automatic essay assessment and feedback	English learning	N/A	Immediate feedback, improving student outcomes, helping teachers by automating the grading process	Monthly subscription: $ 20 / month, Annual subscription: 16.66 / month
Quizalize	https://www.quizalize.com/	Free features	St Thomas Street, London, England SE1 9RS, GB	2014	Commercial	Primary (6-11 years old), Secondary (12-17 years old), Post-secondary (18 years and over), Teachers and Learners with special needs	Analytics	3,200,000	Zzish Ltd	Quizalize is a platform where students learn through fun quizzes. The platform automatically differentiates learning based on student performance while providing data on proficiency.	Record of each student’s strengths and weaknesses, analysis of performance data	Automatically differentiating learning by student performance	N/A	Fun quizzes, Personalized learning, Helps teachers identify what help each student needs or topics for further study.	The free teacher account has limited functions. A premium account costs $5.75 / month.
Turnitin	https://www.turnitin.com/fr	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.
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
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
ConnecPath App	https://www.connecpath.com/	Free features	690 Saratoga Ave, Ste 100, San Jose, CA, 95129, USA	2017	Commercial	Secondary (12-17 years old) and Post-secondary (18 years and over)	Natural language processing and Analytics	0	ConnecPath Inc.	ConnecPath App, a Q&A platform, has two major features: Chatbot and Forum. Chatbot, powered by AI, can have a conversation via text messaging with high schoolers like a human. It can answer common college application related questions. If the bot doesn't know the answer, it transfers the questions to Forum where school counselors and friends in the same school can answer to them.	Chatbot, powered by AI, to answer students questions, transfer unkown questions to the forum. Machine learning to train the chatbot on new topics.	Answering common college application related questions	N/A	Students get information right away, Answers from a human being when the chatbot doesn't know the answer.	N/A
Jules	https://devoirsfaits.cned.fr/presentation	Free	BP 60200 86980 Futuroscope Chasseneuil Cedex France	2019	Academic - School	Secondary (12-17 years old) and Learners with special needs	Natural language processing and Analytics	0	CNED (à la demande du ministère de l'éducation nationale et de la jeunesse)	Jules is an intelligent chatbot for French students that answers their questions while they’re doing their homework.	Chatbot, Suggests personalized content.	Help with homework	N/A	Homework help for students. Quick, concise responses. Suggests personalized content. Free.	N/A
Blippar	https://www.blippar.com/build-ar/augmented-reality-education	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
Rocky	https://www.rocky.ai/	Paid	426 Blackpool Road, Preston, PR2 2DX, UK	2018	Commercial	Post-secondary (18 years and over)	Analytics	0	Rocky Robots Ltd	The leadership coach in your pocket, is an app that helps to sharpen soft skills through daily AI conversations, guiding to improve leadership skills of young professionals to become high-performers. The chatbot was developed upon the proven method of solution-focused coaching dialogues. In addition, ROCKY.AI does not just solve a new experience for personal-growth but also provides a platform for coaches to enhance their services in a hybrid system with the AI.	Smart assistant	Sharpening Soft skills	N/A	Strengthen your cognitive leadership skills, build up self esteem or achieve your personal development goals.	N/A
Leeruniek	https://leeruniek.nl/	Paid	Oudezijds Achterburgwal 237, 1012 DL Amsterdam, Pays-Bas		Commercial	Primary (6-11 years old) and Teachers	Analytics	0	Leeruniek	Leeruniek enables personalised learning by providing insight in pupils' progress across subjects. The tool aggregates multiple data streams, e.g. test scores, educational games or daily exercises, and turns this data into actionable insights for educators.	learning analytics	Adaptive learning	N/A	Learning analytics to personalize learning, improving learning outcomes and motivation, saving teachers time	N/A
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
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.
Mursion	https://www.mursion.com/	Paid	303 2nd St Suite 460, San Francisco, CA 94107, USA	2014	Commercial	Post-secondary (18 years and over), Teachers and Other education actors	Natural language processing, Speech Recognition and Analytics	0	Mursion Inc	Powered by a blend of artificial intelligence and live human interaction, Mursion provides immersive VR training for essential skills in the workplace.	Experiential learning, avatar-based characters, mimic human nuances, voice, vocabulary, gestures	Leadership, sales training, customer service training, training for educators, training for Healthcare Practitioners, Training for High-Stakes Careers in the Military & Defense Sector	N/A	Mursion provides experiential learning for essential skills in the workplace.	Price
TeachLivE	http://teachlive.org/about/about-teachlive/	Free	12494 University Blvd., Orlando, FL 32816, USA	2013	Academic - School	Post-secondary (18 years and over) and Teachers	Natural language processing, Speech Recognition and Analytics	0	UCF Center for Research in Education Simulation Technology	TLE TeachLivE™ is a mixed-reality classroom with simulated students that provides teachers the opportunity to develop their pedagogical practice in a safe environment that doesn’t place real students at risk.	Experiential learning, avatar-based characters, mimic human nuances, voice, vocabulary, gestures	Teacher training	N/A	Teachers can learn the instruction and management skills, Practicing teachers can hone and refine their skills, Examining how participants’ respond to a changing classroom environment, Experimenting with a new teaching idea poses no danger to the learning of any real student	N/A	Dieker, L. A., Rodriguez, J. A., Lignugaris/Kraft, B., Hynes, M. C., et Hughes, C. E. (2014). The potential of simulated environments in teacher education: Current and future possibilities. Teacher Education and Special Education, 37(1), 21-33.
iTalk2Learn	https://www.italk2learn.com/	Free	University College London, Gower Street Wc1e 6bt London, UK	2012	Academic - School	Primary (6-11 years old)	Natural language processing, Speech Recognition and Analytics	0	Projet de recherche, Franctions Lab , financé par l'Union Européenne	iTalk2Learn is a learning platform that supports maths learning for students aged 5 to 11. It facilitates interaction in different modalities including speech, as well as multiple representations which can be manipulated and reasoned with when learning fractions. The system takes into account all historical performance across an entire student base as well as the behavioural patterns of each individual student in order to adapt more intelligently to their needs. It is able to interact with and respond to a student’s speech throughout a tutoring session to detect patterns of behaviour, attitude to the learning situation and affective states.	Machine learning, Natural language processing, Bayesian networks (an AI technique) to detect and improve the emotional states of the student, Speech recognition to interact with and respond to a student's speech.	Mathematics learning	N/A	Learn in a more natural way, Individualized learning, Detect and improve the emotional states of the student, Provide context specific feedback	N/A	https://www.italk2learn.com/deliverables-and-publications/publications/

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