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"An intelligent tutoring system is computer software designed to simulate a human tutor's behavior and guidance. Because these systems are able to interpret complex student responses and can learn as they operate, they are able to discern where and why a student's understanding has gone astray and to offer hints to help the student understand the material at hand. Intelligent tutors provide many of the benefits of a human tutor to very large numbers of students. Intelligent tutoring systems can also provide real-time data to instructors and developers looking to refine teaching methods."

"Speaking of companies. Interestingly, language learning companies like Rosetta Stone, Alliance Française and Lingo Live are among the first adopters. So is MOOC behemoth Coursera offering a mix of free and paid tutoring sessions for its Machine Learning course. Notably there is a big group of language tutoring both from companies and private tutors in the Education & Career category, showing that this is still the easiest subject to bring online. Prices range from free over $5 to up to $25 per 30 minute session. Nevertheless other popular subjects like math are also widely offered. As Google Helpouts are built upon Google Hangouts features like screen sharing and document sharing, they also enable tutors to also teach topics that need more interaction or visual support."

""we present specific approaches for adapting effective tutoring strategies and applying them to large biology lecture classes." (p. 3) Using a set of effective tutor characteristics identified by Lepper and Wolverton (a reference to their research is in the article), Wood and Tanner explore how these seven characteristics can be adapted and used in large lecture courses (and what they propose isn't applicable just in biology courses). Here are some of the suggestions offered for each tutor characteristic."

"Cognii VLA is a type of an intelligent tutoring system that engages learners in a real time, one to one coaching conversation, helping them revise their answers. Unlike other tutoring systems, Cognii VLA uses learners' own natural language, not their selections in multiple choice items, as the basis for assessment. Because open response questions are more accurate than multiple choice questions in assessing deep understanding and critical thinking, Cognii VLA can provide better coaching than earlier systems. "

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"An education is more. People moving through their education learn from the all of people they encounter. The relationship of the student and the teacher is intertwined. Teachers become a team of mentors, tutoring not just in a subject but in the world around them."

"Prices for a "tutor" vary. Boostmygrades.com advertises a $695 rate for graduate classes, $495 for an algebra class, or $95 for an essay. When Inside Higher Ed, posing as a potential customer, asked for a quote for an introductory microeconomics class offered by Penn State World Campus, noneedtostudy.com offered to complete the entire course for $900, with payment upon completion, and onlineclasshelpers.com asked for $775, paid up front. Most sites promise at least a B in the course."

"Designing a course that precludes cheating might require thinking creatively and breaking away from simply uploading lecture videos and administering quizzes, said Kyle Johnson, an independent higher ed consultant. "What kind of experience are we providing for students if someone is able to take an entire class for a student and we never figure it out from the interaction? At a pedagogical level, that's my concern," he said. "Are we really just dumping information at them so someone can come in and take a couple of quizzes and they're done?""

"This site is developed by and for the international community of Xerte toolkit users working at every stage of education. Xerte toolkits is a free, open source content creation tool. Every tutor and every learner in your organisation can create interactive content with rich media and high accessibility. Xerte toolkits integrate well with online videos and many other web-based tools. Learning objects created with Xerte can be easily shared and repurposed or exported for off-line use."

"hat we're witnessing is the changing role of faculty in Competency Based Education - I (and many ed. reformers) believe instructors SHOULD function more like tutors, coaches, and mentors than their roles have traditionally called for! The faculty role has been historically constructed as a "fount of knowledge", sage on a stage, the smartest person in the room - this was a historic necessity during the long era of information scarcity that we are transitioning away from. Now that information is abundant, infinitely reproducible, instantly accessible, subject matter experts need to share space with faculty who specialize in the interpersonal nuances of teaching students. In fact "regular and substantive interaction" is scarce in higher education, unless you count lecturing and note-taking as "interaction". Do you? Is this the standard that OIG is measuring WGU against?"

"Big data is everywhere-even in education. Researchers and developers of online learning, intelligent tutoring systems, virtual labs, simulations, and learning management systems are exploring ways to better understand and use learning analytics to improve teaching and learning."

We face a critical need to prepare children and adolescents to thrive in the 21st century-an era of rapidly evolving technology, demanding and collaborative STEM knowledge work, changing workforce needs, economic volatility, and unacceptable achievement gaps. This report takes a close look at a core set of noncognitive factors-grit, tenacity, and perseverance-that are essential to an individual's capacity to strive for and succeed at important goals, and to persist in the face of an array of challenges encountered throughout schooling and life.

Thousands of Video Lessons on Every Subject

"The new university/company AI partnership model will resemble the current online program management model, in which the AI company de-risks the AI investment with up-front capital and resources, and is paid by a revenue share."

"David-John Palmer, an instructor at FIU and associate director of educational technology at FIU Online, has spearheaded the recent AI initiative in his own Introduction to Information Systems course in partnership with Cognii Inc., a leading provider of AI-based educational technologies. His course, offered through the College of Business, is the first online FIU course to feature AI in instructional design."