[HTML][HTML] State of art and emerging trends on group recommender system: a comprehensive review

S Singhal, K Pal - International Journal of Multimedia Information …, 2024 - Springer
A group recommender system (GRS) generates suggestions for a group of individuals,
considering not only each person's preferences but also factors such as social dynamics …

SOM and Hybrid Filtering: Pioneering Next-Gen Movie Recommendations in the Entertainment Industry.

S Sharma, GP Dubey, HK Shakya… - Fusion: Practice & …, 2024 - search.ebscohost.com
In an age where digital connectivity is increasingly shaping entertainment content,
personalized movie recommendations play a pivotal role in enhancing user satisfaction and …

[PDF][PDF] Optimizing User Satisfaction in Movie Recommendations Using Variable Learning Rates and Dynamic Neighborhood Functions in SOMs

S Sharma, GP Dubey, HK Shakya - Int. J. Exp. Res. Rev, 2024 - researchgate.net
Customized movie recommendations are crucial in elevating user satisfaction and
engagement in the era of vast online entertainment options. This study presents an …

Enhanced Movie Recommendation Systems: Integrating Improved Kernel Self-Organizing Maps and Silhouette Analysis

S Sharma, GP Dubey, HK Shakya - 2024 - researchsquare.com
The field of movie recommendation systems faces significant obstacles in achieving high
accuracy and relevance, primarily due to issues such as cluster overlap and data …

Hybrid Filtering Methods in Movie Recommendation: The Enhanced SOM Approach

S Sharma, GP Dubey, HK Shakya… - … Conference on Information …, 2023 - Springer
Customized movie recommendations are becoming increasingly crucial in enhancing
consumer satisfaction and involvement in an age where the majority of entertainment …

Hybrid Filtering Techniques and Improved SOM for Next-Generation Film Recommendations

S SHARMA - 2024 - researchsquare.com
Personalized movie recommendations are becoming increasingly important for increasing
user satisfaction and engagement in an era where entertainment content is becoming more …