Author: seth mak

Categories
report

AI-based Assessment

Types of Exercises/Tests

In this section of the platform, users can access a comprehensive suite of reports for each AI-based Assessment, which offers valuable insights into student performance. The reports available include:

1. Performance Report:

This detailed report provides a comprehensive overview of the specific AI-based Assessment, including detailed insights into the student’s performance, enabling users to identify areas where students excel and areas that require improvement.

2. Difficulty Analysis:

The Difficulty Analysis presents users with a visual representation of the difficulty levels of questions in the AI-based Assessment, along with the corresponding number of questions for each difficulty level. This report helps users understand the level of difficulty of the exercise and identify areas where students may struggle.

3. Preview:

The Preview feature enables users to review all the multiple-choice questions included in the AI-based Assessment, providing a better understanding of its content.

4. Result Summary:

The Result Summary provides a tabular format of the performance data for all questions in the AI-based Assessment, summarizing students’ answers, correctness, and other relevant metrics.

5. Configurations:

The Configurations report provides users with a detailed overview of the settings and configurations of AI-based Assessment. This valuable information allows users to gain insights into the exercise’s structure and setup, enabling them to tailor their approach to the material accordingly. Users can use this report to fine-tune their instruction and maximize student learning.

6. Export Result Summary:

This feature allows users to export the data from the Result Summary table for further analysis.

7. Performance Graph:

The Performance Graph provides users with a visual representation of a student’s performance in the AI-based Assessment, enabling them to analyze the number of correct and incorrect answers in relation to the difficulty level of the questions. This report helps users to understand the student’s overall performance and identify patterns in their answers.

Categories
report

Test

In this section, users can access reports of Tests assigned to students. The reports are grouped according to how they were assigned, either by Class or Peer Group. For example, if a Test was assigned to multiple classes, the records will be grouped by Class. However, if students from different Classes are assigned to the same Peer Groups, then the records will be grouped by Peer Group, as well as by Class.

The reports available include:

1

Submission Status:

This report provides information on which students have submitted a Test.
2

Performance Report:

This comprehensive report offers detailed information on a specific Test.
3

Ability Analysis:

The Ability Analysis generates a graph of students’ estimated abilities from a Test against the corresponding number of students. This report offers three types of analysis: analysis of students within the same Class or Peer Group, analysis of students within the same school, and analysis of students across all participating schools.
4

Difficulty Analysis:

The Difficulty Analysis provides a visual representation of the difficulty levels of questions in a Test and the corresponding number of questions for each difficulty range.
5

Configurations:

The Configurations section provides a comprehensive overview of the settings and configurations of the Test, enabling users to gain a more in-depth understanding of its structure and setup.
6

Preview:

The Preview feature enables users to review all the multiple-choice questions included in a Test, providing a better understanding of its content.
7

Result Summary:

The Result Summary provides a tabular format of the performance data for all questions in a Test, summarizing students’ answers, correctness, and other relevant metrics.
8

Export Result Summary:

This feature allows users to export the data from the Result Summary table for further analysis.

  
9

Performance Graph:

The Performance Graph visually represents a student’s performance in a Test by analyzing the number of correct (+ value) and incorrect(- value) answers in relation to the difficulty value of the questions.
10

Question Analysis:

The Question Analysis feature displays the estimated abilities distribution of students who answered a question correctly or incorrectly. This report offers valuable insights into how students of different abilities respond to the question.

 

Categories
report

Exercise

In this section, users can access reports of Exercises assigned to students. The reports are grouped according to how they were assigned, either by Class or Peer group. For example, if an Exercise was assigned to multiple classes, the records will be grouped by Class. However, if students from different Classes are assigned to the same peer groups, then the records will be grouped by Peer Group, as well as by Class.

The reports available include:

1 Submission Status:
This report provides information on which students have submitted an Exercise.
2 Performance Report:
This comprehensive report offers detailed information on a specific Exercise.
3 Ability Analysis:
The Ability Analysis generates a graph of students’ estimated abilities from an Exercise against the corresponding number of students. This report offers three types of analysis: analysis of students within the same Class or Peer Group, analysis of students within the same school, and analysis of students across all participating schools.
4 Difficulty Analysis:
The Difficulty Analysis provides a visual representation of the difficulty levels of questions in an Exercise and the corresponding number of questions for each difficulty range.
5 Configurations
The Configurations section provides a comprehensive overview of the settings and configurations of an Exercise, enabling users to gain a more in-depth understanding of its structure and setup.
6 Preview
The Preview feature enables users to review all the multiple-choice questions included in an Exercise, providing a better understanding of its content.
7 Result Summary:
The Result Summary provides a tabular format of the performance data for all questions in an Exercsie, summarizing students’ answers, correctness, and other relevant metrics.
8 Export Result Summary:
This feature allows users to export the data from the Result Summary table for further analysis.		  
9 Performance Graph:
The Performance Graph visually represents a student’s performance in an Exercise by analyzing the number of correct (+ value) and incorrect(- value) answers in relation to the difficulty value of the questions.
10 Question Analysis:
The Question Analysis feature displays the estimated abilities distribution of students who answered a question correctly or incorrectly. This report offers valuable insights into how students of different abilities respond to the question.
Categories
report

Self Learning

Types of Exercises/Tests

This section of the platform offers users a comprehensive suite of reports for each Self Learning Exercise. These reports include:

1 Performance Report:

This detailed report provides users with a comprehensive overview of the specific Self Learning Exercise, offering valuable insights into the student’s performance.
2

Difficulty Analysis:

The Difficulty Analysis presents users with a visual representation of the difficulty levels of questions in the Self Learning, along with the corresponding number of questions for each difficulty level. This report helps users understand the level of difficulty of the exercise and identify areas where students may struggle.
3 Preview
The Preview feature enables users to review all the multiple-choice questions included in the Self Learning, providing a better understanding of its content.
4 Result Summary:
The Result Summary provides a tabular format of the performance data for all questions in the Self Learning, summarizing students’ answers, correctness, and other relevant metrics.
5 Configurations:
The Configurations report provides users with a detailed overview of the settings and configurations of the Self Learning. This valuable information allows users to gain insights into the exercise’s structure and setup, enabling them to tailor their approach to the material accordingly. Users can use this report to fine-tune their instruction and maximize student learning.
6 Export Result Summary:
This feature allows users to export the data from the Result Summary table for further analysis.
  
7 Performance Graph:
The Performance Graph provides users with a visual representation of a student’s performance in the Self Learning, enabling them to analyze the number of correct and incorrect answers in relation to the difficulty level of the questions. This report helps users to understand the student’s overall performance and identify patterns in their answers.

 

Categories
Feature

Learning

The Learning module is an exclusive tool designed for students and offers various resources, including Self Learning, Exercises, Tests, AI-based Assessment, Intelligent Tutors, and Peer Groups.

Using this module, students can complete the Exercises and Tests assigned by teachers and view their reports. Moreover, they can create their own Self Learning Exercises and AI-based Assessments at their preferred pace and access the corresponding reports.

While working on Exercises and Tests, students can skip questions and revisit them before submission. However, in Self Learning and AI-based Assessment, the system re-estimates the student’s ability after each submission to generate the next question. Therefore, students cannot skip or revisit questions and must submit their answers within the time limit. Otherwise, the system disregards their results.

In the Intelligent Tutor module, students can access educational videos to enhance their learning experience.

The online chat feature in the Peer Group section allows students to collaborate and exchange ideas with their peers.

Categories
Information

Abilities and Difficulties

Our platform’s proprietary mathematical model is a key feature that accurately estimates both student abilities and question difficulties. Our team of experts assigns difficulty levels to each question, and students’ abilities are estimated based on their performance in questions of varying difficulty levels.

It’s important to note that abilities and difficulties are measured on a scale from 0 to 10, with 0 representing the lowest possible level and 10 representing the highest.

Once the model estimates student abilities, it goes through a re-calibration process to adjust the difficulties of questions based on the newly estimated abilities of students, and vice versa. This iterative process continues until the values converge to stable values, which ensures the final values of question difficulties accurately represent the difficulty of each question and the final values of student abilities accurately represent each student’s true ability.

By regularly re-calibrating the model, we account for actual variations in students’ abilities over time, and these variations are documented in our platform to provide insights into student progress and track trends.

Our model’s ability to accurately estimate student abilities and question difficulties makes it an invaluable tool for educators and students alike.

Categories
setting

Roles and Permissions

Our platform offers different roles and permissions to ensure that users have access to the appropriate data and functionality based on their responsibilities within the school. The roles include “Principal”, “Panel Head”, “Co-ordinator”, “Teacher”, and “Student”. The Principal, Panel Head, and Co-ordinator have access to all student data within the school, while teachers can only view data for the students in their assigned classes or peer groups. Additionally, we have designed a “School Admin Privilege” that allows certain roles to access administrative tasks such as student management, class management, teacher management, and curriculum management. This privilege is only available to the Principal, Panel Head, Co-ordinator, and Teacher roles, providing more flexibility for assigning administrative tasks without compromising data security.

Roles Table

RolesSchool Admin PrivilegePrincipalPanel HeadCo-ordinatorTeacherStudent
Features
School ProfileYesYes
Account Management
– School UserYesYes
– StudentYesYes
Class Management
– Form / ClassYesYes
– Assign TeacherYesYes
Config
– Enable GameYesYes
– Annual Credit AmountYesYes
User ActivityYesYes
My Account
– ProfileYesYesYesYesYes
– Change PasswordYesYesYesYesYes
Teaching and Learning
– Learning UnitYesYes
– Learning ObjectiveYesYes
– Exercise and Test WizardYesYesYesYes
– ClassYesYesYesAssigned Classes
– Peer GroupYesYesYesAssigned ClassesOwn
– Assign CreditYesYesYesAssigned Classes
– LeaderboardYesYesYesYesYes
Report
– Self LearningYesYesYesAssigned ClassesOwn
– ExerciseYesYesYesAssigned ClassesOwn
– TestYesYesYesAssigned ClassesOwn
– AI-Based AssessmentYesYesYesAssigned ClassesOwn
– Learning Progress
– Learning UnitYesYesYesAssigned ClassesOwn
– Learning ObjectiveYesYesYesAssigned ClassesOwn
Video
– Game Intro VideoYesYesYesYesYes
– Intelligent Tutor VideoYesYesYesYesYes
Learning
– Self LearningYes
– ExerciseYes
– TestYes
– AI-based AssessmentYes
Categories
setting

Roles and Permissions Table

Our platform offers different roles and permissions to ensure that users have access to the appropriate data and functionality based on their responsibilities within the school. The roles include “Principal”, “Panel Head”, “Co-ordinator”, “Teacher”, and “Student”. The Principal, Panel Head, and Co-ordinator have access to all student data within the school, while teachers can only view data for the students in their assigned classes or peer groups. Additionally, we have designed a “School Admin Privilege” that allows certain roles to access administrative tasks such as student management, class management, teacher management, and curriculum management. This privilege is only available to the Principal, Panel Head, Co-ordinator, and Teacher roles, providing more flexibility for assigning administrative tasks without compromising data security.

Roles Table

RolesSchool Admin PrivilegePrincipalPanel HeadCo-ordinatorTeacherStudent
Features
School ProfileYesYes
Account Management
– School UserYesYes
– StudentYesYes
Class Management
– Form / ClassYesYes
– Assign TeacherYesYes
Config
– Enable GameYesYes
– Annual Credit AmountYesYes
User ActivityYesYes
My Account
– ProfileYesYesYesYesYes
– Change PasswordYesYesYesYesYes
Teaching and Learning
– Learning UnitYesYes
– Learning ObjectiveYesYes
– Exercise and Test WizardYesYesYesYes
– ClassYesYesYesAssigned Classes
– Peer GroupYesYesYesAssigned ClassesOwn
– Assign CreditYesYesYesAssigned Classes
– LeaderboardYesYesYesYesYes
Report
– Self LearningYesYesYesAssigned ClassesOwn
– ExerciseYesYesYesAssigned ClassesOwn
– TestYesYesYesAssigned ClassesOwn
– AI-Based AssessmentYesYesYesAssigned ClassesOwn
– Learning Progress
– Learning UnitYesYesYesAssigned ClassesOwn
– Learning ObjectiveYesYesYesAssigned ClassesOwn
Video
– Game Intro VideoYesYesYesYesYes
– Intelligent Tutor VideoYesYesYesYesYes
Learning
– Self LearningYes
– ExerciseYes
– TestYes
– AI-based AssessmentYes
Categories
Information

Interface Overview

The platform’s User Interface features a wide range of intuitive and user-friendly elements. Positioned on the top left, the profile picture can be personalized by users through their profile settings. Beneath it, the main menu varies based on the user’s role.

To the right of the profile picture, a menu-style switch button enables users to alternate between icon-based or text-based menus. The school logo is also displayed in this section.

In the top right corner, users can view the current school year and switch to different years to access corresponding data. Additionally, the user’s name is prominently displayed here. A language switch allows users to select between English or Traditional Chinese.

Furthermore, each page features a corresponding title that corresponds to the current menu item. Beneath the title, some pages include search tools to assist users in locating targeted data records.

Depending on the nature of the current menu item, some data records will have action icons on the right side. Hovering over these icons will display the type of operation that can be performed on the data record, such as generating a report, editing data, and more.

Categories
Information

Introduction

Our adaptive learning platform is designed to help students learn more efficiently and effectively. By using advanced algorithms and machine learning techniques, the platform can determine a student’s current skill level and adjust the difficulty of questions and exercises accordingly. In addition, the platform can identify a student’s weaknesses based on incorrect answers, providing teachers with valuable insights into where their students need more support.

The platform features a user-friendly exercise wizard that allows teachers to easily generate exercises and tests for their students based on their abilities. With real-time student ability estimation and automatic generation of exercises, the platform can shorten the time required for students to reach an optimal question difficulty, thereby speeding up the learning process.

To further enhance the learning experience, the platform includes a peer-group gamification feature that encourages peer-group learning. Students can compete with each other and help each other to master the material, creating a fun and engaging environment that promotes collaboration and knowledge-sharing.

The platform also offers a new kind of learning progress report based on our student ability estimation model, which helps students and teachers to better understand their learning progress. The platform tracks student progress in real-time, enabling teachers to provide personalized support and guidance as needed.

Whether you’re a teacher or a student, our platform can help you achieve your learning goals more efficiently and effectively than ever before.