Trust Networks for Recommender Systems is popular PDF and ePub book, written by Patricia Victor in 2011-05-03, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Trust Networks for Recommender Systems can be Read Online from any device for your convenience.
Trust Networks for Recommender Systems Book PDF Summary
This book describes research performed in the context of trust/distrust propagation and aggregation, and their use in recommender systems. This is a hot research topic with important implications for various application areas. The main innovative contributions of the work are: -new bilattice-based model for trust and distrust, allowing for ignorance and inconsistency -proposals for various propagation and aggregation operators, including the analysis of mathematical properties -Evaluation of these operators on real data, including a discussion on the data sets and their characteristics. -A novel approach for identifying controversial items in a recommender system -An analysis on the utility of including distrust in recommender systems -Various approaches for trust based recommendations (a.o. base on collaborative filtering), an in depth experimental analysis, and proposal for a hybrid approach -Analysis of various user types in recommender systems to optimize bootstrapping of cold start users.
Detail Book of Trust Networks for Recommender Systems PDF
- Author : Patricia Victor
- Release : 03 May 2011
- Publisher : Springer Science & Business Media
- ISBN : 9789491216084
- Genre : Computers
- Total Page : 210 pages
- Language : English
- PDF File Size : 21,7 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Trust Networks for Recommender Systems by Patricia Victor, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.