A survey on recommendation system
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 6
Abstract
Abstract: In this paper, we give a brief introduction about recommendation systems, components of recommendation systems i.e. items, users and user-item matching algorithms, various approaches of recommendation systems i.e. Collaborative filtering (people-to-people correlation) approach, Content-based recommendation approach, Demographic recommendation approach, Social network-based recommendation approach, Hybrid recommendation approach and Context-based recommendation approach, We also explain various application areas of recommendation systems (e-government, e-business, e-commerce/e-shopping, elibrary, e-learning, e-tourism, e-resource services) and challenges.
Authors and Affiliations
Gurpreet singh , Rajdavinder singh boparai
Keywords
Related Articles
- EP ID EP148803
- DOI -
- Views 101
- Downloads 0
Optimal Content Downloading in Vehicular Networks
Abstract: We consider a system where users aboardcommunication-enabled vehicles are interested in downloading different contents from Internet-based servers. This scenario captures many of the infotainment services...
Change-Proneness of Software Components
Abstract : In this research paper, we have done a statistical study on the factors that influence the rate of change of piece of code (class or groups of class of working together).After conducting systematic liter...
Script Identification for printed document images at text-line level using DCT and PCA
The progress of information technology and the wide reach of the Internet are drastically changing all fields of activity in modern days. As a result, a very large number of people would be required to interact &...
Improving Recommendation using Forecast based approach and Re-ranking Approache
Abstract: Collaborative filtering is one of the most promising techniques in recommender systems, providing personalized recommendations to users based on their previously expressed preferences in the form of ratin...
Extraction of Data Using Comparable Entity Mining
Abstract- An important approach to text mining involves the use of natural-language information extraction.Information extraction (IE) distils structured data or knowledge from unstructured text by identifying refe...