TY - GEN
T1 - Analysis of Book User Ratings and Publication Trends in the Publication Industry using ML Models
AU - Quraishi, Suhail Javed
AU - Singh, Anupam
AU - George, Remya P.
AU - Ahmad, Nazia
AU - Hussain, Sajithunisa
AU - Khan, Rubina Liyakat
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - The central idea on the current work involves the computation of book user ratings and publication trends within the publication industry based on a large data set, which includes the user profile details and comprehensive metadata associated with books. The research focuses on examining the association between demographic characteristics and rating activities and age as a variable with a relatively small effect on these trends. The rationale also includes the need to examine the effects that genres, historical ratings, and social factors have on users. Furthermore, analysis of publication trends shows that these are deeply influenced technically and culturally and brought to the light important changes in the publication industry.
AB - The central idea on the current work involves the computation of book user ratings and publication trends within the publication industry based on a large data set, which includes the user profile details and comprehensive metadata associated with books. The research focuses on examining the association between demographic characteristics and rating activities and age as a variable with a relatively small effect on these trends. The rationale also includes the need to examine the effects that genres, historical ratings, and social factors have on users. Furthermore, analysis of publication trends shows that these are deeply influenced technically and culturally and brought to the light important changes in the publication industry.
UR - https://www.scopus.com/pages/publications/85218209868
U2 - 10.1109/ICTACS62700.2024.10841132
DO - 10.1109/ICTACS62700.2024.10841132
M3 - Conference contribution
AN - SCOPUS:85218209868
T3 - Proceedings - 4th International Conference on Technological Advancements in Computational Sciences, ICTACS 2024
SP - 1240
EP - 1244
BT - Proceedings - 4th International Conference on Technological Advancements in Computational Sciences, ICTACS 2024
A2 - Chaudhary, Naina
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th International Conference on Technological Advancements in Computational Sciences, ICTACS 2024
Y2 - 13 November 2024 through 15 November 2024
ER -