Trust Based Novel Recommendation Regularized with Item Ratings
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 4
Abstract
Recommendation is an opinion given by an analyst to his/her client whether the given stock is worth buying or a particular place is worth visiting or not. They use various projections as a basis for issuing recommendations. Item rating is a group of classifications designed to extract information about a quantitative or qualitative attribute. Here we use a scale to reflect the quality of product where user selects the number which is taken into consideration. In order to enhance the novel recommendation model, we propose a trust based recommendation model with item rating where data sparsity and cold start problem are rectified.We make use of personalized social networking to connect people in a commodity so that people can get to know about a product or place in detail by the information shared about it and the user can sort out things according to their needs and specification.
Authors and Affiliations
R. Priyadharshini, J. Subathra, Nivedita K. M, S. Aravinda Krishnan
Keywords
Related Articles
- EP ID EP23793
- DOI http://doi.org/10.22214/ijraset.2017.4086
- Views 279
- Downloads 6
Investigation of Thermal Barrier Coating on I.C Engine Piston
Thermal Barrier Coating(TBC) are used to stimulate the reduced heat rejection in engine cylinders. It reduces the heat transfer to the water cooling jacket and exhaust system. Thus improves the mechanical efficiency. In...
Comparative Study of Polypropylene Fiber Reinforced Concrete with Conventional Concrete Pavement Design
Transportation always plays a key role in the development of the country. In India, Bituminous pavements are mostly used across the country. Bitumen are obtained by petroleum crude which is used for the making the flexi...
Effects of Creepage distance on Leakage Current of 220kV Long Rod Insulators at Different Severity Level of Salt Contamination
In this paper, effects of creepage distance are examined of 220kv composite log rod insulator during different densities of salt contamination. Insulator is one of the most vital elements of Power transmission system at...
Design of Entrapment Escalation using GSM for Elevators
Due to advancement in technology, elevators are used in order to reduce human efforts for climbing steps of large buildings. The elevator being electrical equipment has a possibility to stop working during its operation...
Data Mining Challenges With Big Data
Data analysis is a clear bottleneck in many applications, both due to lack of scalability of the underlying algorithms and due to the complexity of the data that needs to be analyzed. The value of data explodes when it...