A Systematized Framework for Smart Libraries using IoT and ML
A fully automated library management system using Internet of Things (IoT) and Machine Learning (ML) Approaches
LAP Lambert Academic Publishing
Published on 8. April 2022
Book
Paperback/Softback
52 pages
978-620-0-26576-0 (ISBN)
Description
This book presents a fully automated structure for a smart library using the Internet of Things (IoT), which is enhanced further by using Machine Learning. The role of IoT is to enhance the quality and improve the efficiency of services being provided. Also, to ensure proper utilization of resources and secure the library data. The inclusion of QR technology provides a strong authentication to prevent thefts. The integration of MOODLE, i.e. a learning management system, into the library, is used to establish a connective network between the college librarians, students and their respective departments. The student book usage data is further used to recommend other books to students which are relevant to their field of study. The pool of resource usage data can be qualitatively used to understand the student learning habits, based on which predictive analysis has been made using Sentiment Analysis. This facilitates the updation of books and resources in the library to ensure that the students use the resources righteously and understand their subjects thoroughly. The same can be used by faculty members to modify their assignments, and also use the integrated LMS portal effectively.
More details
Language
English
Dimensions
Height: 220 mm
Width: 150 mm
Thickness: 4 mm
Weight
96 gr
ISBN-13
978-620-0-26576-0 (9786200265760)
Schweitzer Classification
Persons
Ms. Gouri Deo is a B.Tech Final Year student pursuing Electronics and Communication Engineering at Amity University Mumbai.Ms. Ayushi Mishra is a B.Tech Final Year student pursuing Electronics and Communication Engineering at Amity University Mumbai. Mr. Chaitanya V Mahamuni is a Research Scholar at Amrita Vishwa Vidyapeetham.