AI mapping – Resources

Name	URL	Cost	Address	Year Created	Type	Audiences	Technologies	User count	Creators	Description	Tech Description	Uses	Reasons	Pros	Limitations	Publications
Botsify	https://botsify.com/chatbot-for-education	Paid	D166, 7 Shaheed-e-Millat Road, Modern Society PECHS, Karachi, Pakistan	2016	Commercial	Teachers	Natural language processing and Analytics	0	Botsify Inc.	Botsify is a platform for creating your own automated online chatbots to improve learning processes, increase engagement, and gather feedback using AI. Students can converse with the chatbot on a specific topic, learn that topic through text and images, videos, and hundreds of interactive features. After learning a subject, students can take quizzes and submit their results to their teachers.	AI (machine learning and natural language processing) to turn lessons into interactive conversations, Gather feedback.	Chatbot creation platform	N/A	Turn lessons into interactive conversations, Gather feedback and conduct online evaluations, Increase engagement with personalized chat flows, instantaneous help anytime.	The price depends on the plan chosen, starting at $49/month (personal plan)
Stream LXP	https://learningpool.com/solutions/learning-experience-platform-stream/	Paid	The City Factory 100 Patrick Street Derry, BT48 7EL, United Kingdom		Commercial	Teachers and Other education actors	Natural language processing and Analytics	0	Learning Pool Limited	With Stream LXP, you can transform user engagement with social and self-directed learning, natural language deep search and personalized recommendations. Using the power of Artificial Intelligence, stream personalizes the learning experience for each user and analyzes interactions to drive performance improvement.		Give organizations the tools to design, deliver and facilitate social learning while making the most of content	N/A	Adaptive learning	Price
SuperMemo	https://www.supermemo.com/fr	Paid	Poznań, 60-307, Poland, ul.		Commercial	General public	Planning and Analytics	0	SuperMemo World	Using spaced repetition technique, SuperMemo allows users to revise and ultimately remember more about the subjects studied. Its aim is to minimize content revision time. The app monitors learning and, in different frequency modes, repeats subjects already covered.	Artificial neural network to calculate the optimal repetition interval for each learner	Language learning	N/A	Predict when the learner is about to forget and repeat topics	Price of $ 60 (latest version: 2013)
Ivy	https://ivy.ai/	Paid	3200 Carbon Place, Suite 103 Boulder, CO 80301, USA	2016	Commercial	Post-secondary (18 years and over)	Natural language processing and Analytics	0	Ivy.ai, Inc	Ivy is an artificially intelligent self-service chatbot for colleges and universities. It answers students questions about admissions, financial services, career services, and student services. It can also help users access IT services, such as email, wifi, and app installation.		Answer student questions	N/A	Adaptive learning	Price
NAO	https://www.softbankrobotics.com/emea/en/nao	Paid	1-9-2 Higashi-shimbashi,Minato-ku,Tokyo, Japan	2006	Commercial	Teachers, Researchers and Learners with special needs	Visual recognition, Speech Recognition and Robotics	0	SoftBank Robotics	NAO is a humanoid robot that can give lessons and encouragement and evaluate activities; a perfect assistant for educators. It can also be programmed using the Python and C ++ programming languages, which makes it useful for teaching coding to elementary, high school and university students.	Voice recognition to communicate with students	Humanoid robot that serves as an assistant for educators	N/A	Programmable with Python and C ++, Creates an empathetic bond with children, Engages in dialogue and enriched interactions, Promotes education with an individualized education program for disabled students, Recognition of objects and people, Programming tool	NAO costs $16,000 in North America	Tapus, A., Peca, A., Aly, A., Pop, C., Jisa, L., Pintea, S., ... & David, D. O. (2012). Children with autism social engagement in interaction with Nao, an imitative robot: A series of single case experiments. Interaction studies, 13(3), 315-347.
AdmitHub platform	https://www.admithub.com/	Paid	38 Chauncy St, Boston, MA 02111, USA	2014	Commercial	Post-secondary (18 years and over)	Natural language processing and Analytics	0	AdmitHub, Inc.	The conversational AI in AdmitHub platform helps students by sending timely reminders and relevant information about enrollment tasks, collecting key survey data, and instantly answering frequently asked questions. A bot responds in less than 2 seconds when it’s confident in an answer. When the bot identifies a priority topic or doesn’t know the answer, questions are sent to the human team. As humans answer new questions, the Knowledge Base grows, making the bot smarter.		Conversational AI that helps students by sending timely reminders and relevant information.	N/A	Adaptive learning, anlysis	Price 10-15$/student	Gregori, E. (2017). Evaluation of modern tools for an omscs advisor chatbot.
KidSense	https://kidsense.ai/	Paid	2672 Bayshore Pkwy, Suite 1000 Mountain View, CA 94043, USA	2015	Commercial	Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs	Speech Recognition	0	Roybi, Inc.	KidSense's speech-to-text tool uses AI to transfer a child’s speech into text in order to take notes, practice vocabulary or even take tests. It recognize children' speech even if two languages are spoken at the same time.	Voice recognition to convert a child's speech to text.	Children's education	N/A	Converts a child's speech to text, Supports simultaneous dual voice recognition.	Must be purchased, but the price is not specified.
Quizlet Learn	https://quizlet.com/fr-fr/features/learn	Free features	501 2nd Street Suite 500 San Francisco, CA 94107 United States.		Commercial	Secondary (12-17 years old) and Post-secondary (18 years and over)	Analytics	0	Quizlet LLC	With Quizlet, you create a list and indicate the due date by which you must learn its content. The app will work out a plan tailored to your needs with reminders when it's time to study.	Machine learning to show students the most relevant study material.	Helping learners develop a plan based on their needs	N/A	Tells you exactly what to study and when, Visualizes your progress, Shows students the most relevant study material.	The free account has limited functions.	Sanosi, A. B. (2018). The effect of Quizlet on vocabulary acquisition. Asian Journal of Education and e-Learning (ISSN: 2321–2454), 6(04).
IntelliMetric	http://www.intellimetric.com/direct/	Paid	6805 US-202, New Hope, PA 18938, États-Unis	1998	Commercial	Teachers	Natural language processing, Visual recognition and Analytics	0	Vantage Labs	IntelliMetric is an artificial Intelligence - powered essay scoring platform. It is capable of scoring written assignments regardless of writing level, so scores and feedback will be relevant to the individual's capabilities.	Analyze and record the compositions.	Writing assessment platform	N/A	Immediate feedback to students, Report and reject any submission if it is off topic or inappropriate, Free up time for teachers.	Paid, but the price is not specified.	Rudner, L. M., Garcia, V., & Welch, C. (2006). An evaluation of IntelliMetric™ essay scoring system. The Journal of Technology, Learning and Assessment, 4(4).
Class Charts	https://www.classcharts.com/	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.
EasyBib Plus	https://www.easybib.com	Paid	10 E. 39st. Street, New York, New York 10016 US		Commercial	Post-secondary (18 years and over) and Learners with special needs	Visual recognition and Analytics	0	Imagine Easy Solutions, LLC	EasyBib is a tool that checks for grammar errors and plagiarism. WriteLab, an online platform that gives immediate feedback on writing, is now part of EasyBib.	AI to give better feedback on your writing so you can keep learning and improving	Grammar and plagiarism checker	N/A	Immediate feedback on writing, Checks for plagiarism, Generates quotes.	Price: $9.95 per month after a 3-day trial
Writing Pal	http://www.adaptiveliteracy.com/writing-pal	Free	Payne Hall 108, 1000 S. Forest Mall, Tempe, AZ 85287, US		Academic - School	Teachers	Visual recognition and Analytics	0	SoLET Lab à Arizona State University	Writing Pal is a web-based software tool developed to provide a means of automatically scoring essays in the same way as a teacher might while also providing writing strategy instruction, game-based practice and individualized formative feedback to help students improve their writing proficiency.		Learning English (Writing)	N/A	Receive a score and formative feedback, assistant	N/A	Roscoe, R. D., Allen, L. K., Weston, J. L., Crossley, S. A., & McNamara, D. S. (2014). The Writing Pal intelligent tutoring system: Usability testing and development. Computers and Composition, 34, 39-59.
Happy Numbers	https://happynumbers.com	Paid	2345 Yale Street., First Floor, Palo Alto, CA 94306, USA		Commercial	Primary (6-11 years old), Secondary (12-17 years old) and Teachers	Analytics	0	Happy Numbers Inc.	Happy Numbers is an AI-based platform that offers students one-on-one tutoring and guidance in math. It features math exercises and analyzes students’ performance, after which it sends feedback to teachers.		Mathematics learning	N/A	Students progress at their own pace, Provide immediate feedback based on the student's response, Teachers gain actionable insight into student performance.	Price: $ 14.5 / student / year
Hubert	https://hubert.ai/	Paid	Stationsgatan 23 753 40 Uppsala Sweden	2017	Commercial	Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers	Natural language processing and Analytics	0	Anna & Hubert Labs AB	Hubert is a chatbot designed to interact with students and collect feedback on a particular lesson or course. It relies on machine learning algorithms to automatically analyze and categorize data. This makes it easier for the teacher to understand the feedback and see what needs to be improved. Hubert is also used in Human Resources and Customer experience.	Machine learning algorithms to analyze and classify data automatically.	Chatbot designed to interact with students and collect feedback on a particular lesson or course.	N/A	Conduct surveys via chats, analyze and classify data.	The price is 1, 3 and 6 euros for the basic, intermediate and advanced plans, respectively.
Musio X	https://www.themusio.com/home	Paid	Ares Garden Omotesando 2F, 4-28-4 Jingumae, Shiguya-ku, Tokyo, Japan	2017	Commercial	General public and Learners with special needs	Natural language processing and Speech Recognition	0	AKA LLC	Musio X is an artificially intelligent robot friend that can learn new phrases, ideas and information making possible the interaction and conversation with human beings. It was introduced as the next English education solution to Japan's consumers.	Voice recognition to communicate with English learners	English learning	N/A	Answer learners' questions, Increase enthusiasm for learning the language	Musio X (JPY 98,000); Musio X + Educational material (128,000 JPY). JPY (Japanese Yen)	https://www.prnewswire.com/news-releases/aka-llc-and-softbank-cs-brings-ai-social-robot-musio-to-initiate-educational-innovation-in-japan-300438027.html
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
VIGO	https://www.optania.com/education/bullying	Paid	284, rue de l'Hôtel de Ville Saguenay, QC G7H 4W7		Commercial	Primary (6-11 years old), Secondary (12-17 years old), Teachers and Learners with special needs	Natural language processing and Analytics	0	Optania	ViGO is a virtual school assistant that supports students who are witnesses or victims of bullying and who don't want to talk about the experience until they're ready to report it. The platform suggests potential solutions and various empowerment exercises. When a student who is a witness or victim of bullying is ready to talk about their situation, ViGO makes it easy to access the resources available in their school setting.	Natural language processing to interact with the individual, AI to analyze the student's results and guide a metacognitive dialogue, AI to connect with young people who don't want to discuss what they’re going through	Virtual support for students who are witnesses or victims of bullying	N/A	Facilitates access to various solutions, Provides support as part of an assistance process to gain control over the situation, Information sheets for parents.	Must be purchased, but the price is not specified.
Kaspar	http://www.herts.ac.uk/kaspar	Free	University of Hertfordshire, Hatfield, Hertfordshire, AL10 9AB, UK	2005	Academic - School	Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs	Robotics	0	University of Hertfordshire	Kaspar is a humanoid robot that acts as a social companion to improve the lives of children with autism and other communication difficulties. By interacting and behaving in a child-like way, Kaspar helps teachers and parents support children with autism to overcome the challenges they face in socialising and communicating with others.		Helping autistic children	N/A	Improve communication, interpersonal skills and emotional well-being. Teach children with autism about physical interactions. Facilitate collaborative play between autistic children. Help teachers and parents support children with autism.	N/A	Huijnen, C. A., Lexis, M. A., & de Witte, L. P. (2016). Matching robot KASPAR to autism spectrum disorder (ASD) therapy and educational goals. International Journal of Social Robotics, 8(4), 445-455.
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
RoboTutor	https://www.cmu.edu/scs/robotutor/what-is-robotutor/index.html	Free	CMU-RI-NSH 3113, 5000 Forbes Avenue Pittsburgh, PA 15213, USA	2015	Academic - School	Primary (6-11 years old) and Learners with special needs	Natural language processing, Visual recognition and Speech Recognition	0	Carnegie Mellon University	RoboTutor is an open-source Android tablet app that enables children ages 7-10 with little or no access to schools to learn basic reading, writing, and arithmetic without adult assistance. Each RoboTutor session consists of a series of activities selected by the child from a few reading, comprehension, or numeracy activities at his or her current level, with a sequence of items for the child to perform. RoboTutor adapts to each child by assessing performance automatically, providing individualized help and feedback, adjusting its estimate of his or her level, and proceeding accordingly. It was one of five $1M Finalists in the $15M Global Learning XPRIZE competition.	Speech and handwriting recognition, Automated question generation, Educational data mining.	learning reading, writing and basic arithmetic without the help of an adult.	N/A	Practicing with scaffolding and feedback, Eliciting active processing, Adapting to individual student, Open source.	N/A	Saxena, M., Pillai, R. K., & Mostow, J. (2018, April). Relating Children’s Automatically Detected Facial Expressions to Their Behavior in RoboTutor. In Thirty-Second AAAI Conference on Artificial Intelligence.
iTuffy	http://www.fullerton.edu/it/services/ituffy/index.php	Free	California State University, Fullerton 800 N. State College Blvd. Fullerton, CA 92831-3599. USA		Academic - School	Post-secondary (18 years and over)	Natural language processing	0	California State University	iTuffy is an application used at California State University that allows students to ask questions about services on campus in a conversational format. Using student information stored in a variety of data warehouses, iTuffy is able to show student grades, display their current schedule, provide directions, operating hours for campus offices and services, and help students enroll in classes.	Processing natural language to answer students questions, Speech to text & text to speech conversions, Machine learning to learn from asked questions to improve accuracy.	Chatbot answering student questions about campus services	N/A	Improve the campus experience, Immediate response.	N/A

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