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  Web-Based Platform

University of Antique Faculty Teaching Effectiveness Evaluation System

A smart, AI-powered platform for managing faculty evaluations, collecting bilingual student feedback, and generating data-driven insights to improve teaching effectiveness.

5
User Roles
8
Core Features
AI
Powered Analysis
SCROLL

What Is This System?

System Overview

Designed for schools and universities, the platform brings faculty evaluation, feedback collection, and AI analysis together in one seamless experience.

🌐

Web-Based Access

Access the platform anytime through your internet browser — no installation required.

📋

Structured Evaluations

Students and supervisors submit structured feedback forms each evaluation period.

🤖

AI-Driven Insights

Machine learning processes student comments to reveal strengths and areas for improvement.

📊

Role-Based Reports

Program Heads, Area Heads, and Deans can view tailored analytics and download PDF reports.

Step by Step

How It Works

Four simple steps to complete a full faculty evaluation cycle.

01

Login

Users securely sign in using their assigned credentials to access the system.

02

Evaluate

Students complete evaluation forms; supervisors provide supplementary review.

03

Process

Program Heads or Area Heads initiate AI processing of all student comments.

04

Report

Deans and Program Heads review analytics, insights, and downloadable reports.

Access & Permissions

User Roles

Each role has a dedicated dashboard and specific set of capabilities.

🎓

Students

Submit evaluations and written feedback for their teachers.

👨‍🏫

Faculty

View personal evaluation results, scores, and AI recommendations.

🏫

Program / Area Heads

Manage faculty, initiate AI processing, and generate reports.

📊

Deans

View college-wide analytics and department evaluation summaries.

⚙️

Administrators

Manage users, configure the system, and generate all reports.

Capabilities

Key Features

Everything needed for a complete and effective faculty evaluation process.

🔐

Secure Login & Logout

Role-based authentication ensures every user accesses only what they are permitted to see.

📝

Evaluation Forms

Structured forms for students and supervisors capturing ratings and open-ended comments.

📈

Role Dashboards

Personalized dashboards show each user type the data most relevant to their responsibilities.

📄

PDF & Analytics Reports

Generate and download detailed evaluation reports with analytics summaries in PDF format.

👤

Profile Management

All users can view and update their personal profile information at any time.

🤖

AI Sentiment Analysis

Bilingual AI reads comments, identifies sentiment, highlights improvement areas, and gives recommendations.

AI & Machine Learning

Smart Feedback
Analysis

The system uses AI to automatically read and understand student comments in both English and Filipino, then surface what truly matters to help faculty grow.


Program Heads and Area Heads can initiate the analysis at any time. Faculty and management both have access to the generated recommendations.

  • 1

    Comment Collection

    Students submit open-ended comments when completing evaluations on the platform.

  • 2

    Sentiment Classification

    AI classifies each comment as positive, neutral, or negative with bilingual support.

  • 3

    Theme Identification

    Key themes such as teaching method, communication, and engagement are extracted.

  • 4

    Recommendations Generated

    Practical, actionable suggestions are delivered to Faculty and Program Heads.

In Action

Example Workflow

How the system comes together — from a student's first submission to reports accessed by leadership.

A

Student Evaluates

A student logs in, completes the evaluation form for their teacher, writes open-ended comments, and submits the form.

Student
B

Head Initiates AI Processing

The Program Head or Area Head initiates AI processing. The system reads, classifies, and analyzes all student comments automatically.

Program HeadArea Head
C

Faculty Reviews Insights

The faculty member views their evaluation scores, sentiment breakdown, and AI-generated improvement suggestions on their dashboard.

Faculty
D

Program Head Views & Generates Report

The Program Head views area-level analytics, reviews AI recommendations for each faculty member, and generates a PDF evaluation report for their program.

Program HeadArea Head
📊 Can view, filter, and download faculty-level reports
E

Dean Views & Generates Report

The Dean accesses college-wide analytics, views overall department performance summaries, and downloads comprehensive evaluation reports in PDF format.

DeanAssociate Dean
📋 Can view, filter, and download department-wide reports
✦  Ready to Begin

Log in and start
evaluating smarter,
improving faster.

Access your dashboard, submit evaluations, or review AI-generated insights — everything in one place.

AI-Powered Bilingual Support PDF Reports Role-Based Access Easy to Use