Virtual writing tutor: A virtual writing tutor is a software application or platform that provides online writing instruction and feedback to students and writers, typically using artificial intelligence and natural language processing technology.

The student initially explains the idea partially, but does not phrase it using physics terms, therefore the tutor pumps to learn more.
In response to the pump, the student responds with a related correct statement but does not address the acceleration.
This leads the tutor to provide a hint to find the student to talk about acceleration.

Colleges and universities will work towards combating this matter by utilizing WEB 2 2.0 technologies together with incorporating more mentorships between students and faculty members.
Although massive open online courses could have limitations that preclude them from fully replacing college education, such programs have significantly expanded.
MIT, Stanford and Princeton University offer classes to a global audience, however, not for college credit.
University-level programs, like edX founded by Massachusetts Institute of Technology and Harvard University, offer a wide variety of disciplines at no cost, while others permit students to audit a course at no charge but require a small fee for accreditation.
MOOCs have not had a significant impact on higher education and declined following the initial expansion, but are anticipated to remain in some form.
Lately, MOOCs are used by smaller universities to profile themselves with highly specialized courses for special-interest audiences, for example in a course on technological privacy compliance.
Online schools develop a haven for students to receive a quality education while almost completely avoiding these common problems.

Virtual Classroom

Mention Microsoft Word nowadays, & most probably, Google Docs lurks around in a few other corner of one’s mind.
Never mind that Google Docs is really a purely web-based application, quite convenient if you don’t have access to a desktop word processor.
The two programs have grown to be inseparable in so many ways; it’s a very important thing you could move elements between your two applications sans hassles usually.
Virtual Writing Tutor, for example, covers enough ground to give actual tutors a run because of their money.
Artificial Intelligence aids in determining just what a student knows and doesn’t know, developing a customized study plan for each learner predicated on their knowledge gaps.

• Six types of AI applications were summarized and the results further showed the distribution relationships of the AI categories with other elements (i.e., information, subject, medium, environment) in AI-STEM.
• Moreover, the Interface model has been only authored in Pre-instruction time, which might indicate that researchers are not thinking about the potential of interface authoring following a course has begun.
• The goal is to yield insights for academics, policymakers, and practitioners seeking to improve global workforce system outcomes.
• The quality assessment email address details are showed in the Table5 according to the questions described in Table3.
• of common grammar and spelling mistakes.

‘s pedagogical structure, and the student knowledge representation.
The research represents a first step in the design of a smart complex dynamic systems. [newline]Proficiency, respond contingently, both temporally and semantically, establish joint attention, use meaningful gestures, provide effective feedback and monitor children’s learning progress.
We briefly discuss an experiment where we investigate how children react to different types of feedback the robot can give.
These programs are intended to process and organize articles based on the input, listening and interpreting user feedback.
In college, grading homework and tests for large lecture courses can be tedious work, even though TAs split it between them.

Effectiveness

A total of 100 papers including 63 empirical papers and 37 analytic papers were selected from the training and educational research category of Social Sciences Citation Index database from 2010 to 2020.
This content analysis showed that the study questions could be classified into development layer , application layer , and integration layer (affection computing, role-playing, immersive learning, and gamification).
Moreover, four research trends, including Internet of Things, swarm intelligence, deep learning, and neuroscience, together with an assessment of AI in education, were suggested for further investigation.
However, we also proposed the challenges in education could be caused by AI with regard to inappropriate use of AI techniques, changing roles of teachers and students, along with social and ethical issues.
The outcomes provide insights into an overview of the AI used for education domain, which really helps to strengthen the theoretical foundation of AI in education and provides a promising channel for educators and AI engineers to carry out further collaborative research.

It is built with tools that can provide richer user experience and learning.
The solution prides itself to make more accurate text error identification and recommended changes than other products.

• Therefore, future researchers should examine students’ responses to direct exposures of AI systems.
• Macro-adaptivity is specially important when tutoring over longer
• Have students (individually, in pairs/small groups, as well as ask a class) take the best parts from those versions and turn it right into a better final product.
• Four papers met simultaneously Domain model, Pedagogical model, and Interface model.

Bias and discrimination aren’t limited by the human resources function either; they can be found in a number of applications from facial recognition software to social media marketing algorithms.
UC Berkeley breaks out the learning system of a machine learning algorithm into three main parts.
Pre-admission factors and utilization of tutoring services in health professions educational programs.
The development of a multimedia online language assessment tool for young children with autism.
Ramifications of tutor -related behaviours on the procedure of problem-based learning.
To assess this integrated, problem based approach to task analysis and instruction.
Statistically significant improvements in apprentice technicians’ troubleshooting efficiency were achieved after approximately six hours of training.

Teaching math skills to at-risk students using home-based peer tutoring .
The architecture of the system is based on knowledge sets, each of which covers four different descriptions of an organ, namely gross anatomy , gross anatomy , histology, and embryology, which constitute the data units.
These knowledge units are linked with three global variables that define the animals, the topographies, and the system to which this organ belongs, creating three data-bases.

This category includes studies on the domain, interface, and pedagogical models, but all of them are concerned with the pedagogical model, as seen in Fig.2.
Example-tracing tutors interpret and assess student behavior with reference to generalized examples of problem-solving behavior (Aleven et al. 2009).
These examples plan to reduce the technical costs of tutor development by allowing domain experts and cognitive psychologists to create a cognitive model by demonstration rather than by programming a production rule model (MacLellan C.J. et al. 2014).
The study settings were categorized either as an industry or academic context.
Most the papers are believed academic, while 2 studies were conducted in an industrial setting.

Also, in 2014, 2.85 million students out of 5.8 million students that took courses online, took all their courses online.
From this information, it really is concluded that the number of students taking classes online is on a steady increase.
Each of these numerous terms has already established its advocates, who point up potential distinctive features.