PROJECT TITLE :

Exploring Hierarchical Structures for Recommender Systems - 2018

ABSTRACT:

Items in real-world recommender systems exhibit bound hierarchical structures. Similarly, user preferences additionally present hierarchical structures. Recent studies show that incorporating the hierarchy of items or user preferences can improve the performance of recommender systems. However, hierarchical structures are often not explicitly on the market, especially those of user preferences. Thus, there is a gap between the importance of hierarchies and their availability. In this Project, we investigate the matter of exploring the implicit hierarchical structures for recommender systems once they aren't explicitly available. We propose a novel recommendation framework to bridge the gap, which allows us to explore the implicit hierarchies of users and items simultaneously. We then extend the framework to integrate explicit hierarchies after they are available, which provides a unified framework for each express and implicit hierarchical structures. Experimental results on real-world datasets demonstrate the effectiveness of the proposed framework by incorporating implicit and explicit structures.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :Exploring Weakly Labeled Images for Video Object Segmentation With Submodular Proposal Selection - 2018ABSTRACT:Video object segmentation (VOS) is important for numerous computer vision issues, and handling it
PROJECT TITLE :Low-Power and Fast Full Adder by Exploring New XOR and XNOR Gates - 2018ABSTRACT:In this paper, novel circuits for XOR/XNOR and simultaneous XOR-XNOR functions are proposed. The proposed circuits are highly optimized
PROJECT TITLE : Image Denoising by Exploring External and Internal Correlations - 2015 ABSTRACT: Single image denoising suffers from restricted knowledge collection at intervals a loud image. In this paper, we propose a completely
PROJECT TITLE :Ritual Camera: Exploring Domestic Technology to Remember Everyday LifeABSTRACT:Will media technology help users treasure way of life experiences? The authors take a analysis-through-design perspective and gift Ritual
PROJECT TITLE :The Impact of the Exploring Computer Science Instructional Model in Chicago Public SchoolsABSTRACT:As half of the Taste of Computing project, the Exploring Pc Science (ECS) tutorial model has been expanded to many

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry