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Call for Papers:Vol.9 Issue.3

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Authors

Title: :  Textbook to lecture notes conversion using machine learning
PaperId: :  20019
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20019
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mrs. Veena BhatAMC ENIGINEERING COLLEGE
Nandish Kumar A TAMC ENIGINEERING COLLEGE
Naveen RAMC ENIGINEERING COLLEGE
Pratiksha Krishna JadhavAMC ENIGINEERING COLLEGE
Rachana PAMC ENIGINEERING COLLEGE

Abstract

Computer science and engineering
Machine learning algorithms, NLP, Sentence segmentation, Tokenization, Stemming, Sentence reduction, Sentence scoring, Sentence Position value.
As presentations are an essential tool for informing students, making them can take quite a bit of time and work. Using Java-based natural language processing, we propose a novel method in this study for automatically transforming textbooks to presentations. To extract essential concepts and summaries the material, our approach uses named entity recognition, part-of-speech tagging, and dependency parsing. Additionally, we use machine learning algorithms to create clear and cogent slides by identifying connections between these ideas. Our strategy has a number of benefits, including a decrease in the time needed to develop presentations, uniformity in the delivery of the content, and improved student learning. Results from the evaluation illustrate that our approach is accurate and coherent, demonstrating its potential for usage in educational settings. Our suggested system can be useful.

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IJARIIE Mrs. Veena Bhat, Nandish Kumar A T, Naveen R, Pratiksha Krishna Jadhav, and Rachana P. "Textbook to lecture notes conversion using machine learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 68-71
MLA Mrs. Veena Bhat, Nandish Kumar A T, Naveen R, Pratiksha Krishna Jadhav, and Rachana P. "Textbook to lecture notes conversion using machine learning." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 68-71.
APA Mrs. Veena Bhat, Nandish Kumar A T, Naveen R, Pratiksha Krishna Jadhav, & Rachana P. (2023). Textbook to lecture notes conversion using machine learning. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 68-71.
Chicago Mrs. Veena Bhat, Nandish Kumar A T, Naveen R, Pratiksha Krishna Jadhav, and Rachana P. "Textbook to lecture notes conversion using machine learning." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 68-71.
Oxford Mrs. Veena Bhat, Nandish Kumar A T, Naveen R, Pratiksha Krishna Jadhav, and Rachana P. 'Textbook to lecture notes conversion using machine learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 68-71. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Textbook_to_lecture_notes_conversion_using_machine_learning_ijariie20019.pdf (Accessed : ).
Harvard Mrs. Veena Bhat, Nandish Kumar A T, Naveen R, Pratiksha Krishna Jadhav, and Rachana P. (2023) 'Textbook to lecture notes conversion using machine learning', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 68-71IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Textbook_to_lecture_notes_conversion_using_machine_learning_ijariie20019.pdf (Accessed : )
IEEE Mrs. Veena Bhat, Nandish Kumar A T, Naveen R, Pratiksha Krishna Jadhav, and Rachana P, "Textbook to lecture notes conversion using machine learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 68-71, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Textbook_to_lecture_notes_conversion_using_machine_learning_ijariie20019.pdf [Accessed : ].
Turabian Mrs. Veena Bhat, Nandish Kumar A T, Naveen R, Pratiksha Krishna Jadhav, and Rachana P. "Textbook to lecture notes conversion using machine learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 ().
Vancouver Mrs. Veena Bhat, Nandish Kumar A T, Naveen R, Pratiksha Krishna Jadhav, and Rachana P. Textbook to lecture notes conversion using machine learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(3) : 68-71. Available from: https://ijariie.com/AdminUploadPdf/Textbook_to_lecture_notes_conversion_using_machine_learning_ijariie20019.pdf
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