Automatic Paper Checking using Symantic web and NLP

Project Title

Automatic Paper Checking using Symantic web and NLP

Project Area of Specialization Artificial IntelligenceProject Summary

An automated paper checking system able to evaluate student's subjective type short answers

Paper checking is a time-consuming process, we can
make this task less time-consuming by implementing
modern technology by evaluating the answers provided
by the students and the model answer provided by the
instructor.

Project Objectives

1. Revolutionize the paper checking method in Pakistan
2. Reduce instructors’ workload
3. Remove students’ reservations regarding their marking.
4. Provide students marks on merit
5. Remove biasness

Project Implementation Method

Most common methods are

• TF-IDF
• Cosine Similarity

Limitations for the purpose of finding semantic
similarity

so we are doing by implementing

• Knowledge Graph

Then at end, we Compare Results of

• Teachers
• TF-IDF
• Cosine Similarity
• Knowledge Graph

TF-IDF & Cosine Similarity has some
limitations, Can be improved using Knowledge Graph

Benefits of the Project

Key Benefits are

solving these problems

• Time consuming process
• Avg. 65-70% students have reservations
• Avg. 15-20% apply for re-checking
• Accelerate the process

Technical Details of Final Deliverable

There is a website like a google form where a teacher can make a class and add students also just make a test in which he provides a Question and its Model answer, then clicks on make test. A link is generated which he gives to students if there is a classroom then a notification is a popup to every student they can give answers and save the test when students save the test paper is automatic check by our algorithm and show result to teacher and teacher then upload it on classroom or also after checking it show students how much number he/she gets

Final Deliverable of the Project Software SystemCore Industry EducationOther IndustriesCore Technology Artificial Intelligence(AI)Other TechnologiesSustainable Development Goals Quality Education, Decent Work and Economic Growth, Industry, Innovation and Infrastructure, Reduced InequalityRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	10000
stationary	Miscellaneous	10	500	5000
printing	Miscellaneous	10	500	5000