A Brief Analysis of Collaborative Filtering Algorithm Based on Scoring Statistical Prediction

DOI

10.2991/amcce-18.2018.120How to use a DOI?

Keywords

scoring statistics, prediction, collaborative filtering algorithm

Abstract

With the development of the Internet and WEB technology over past years, a scoring statistical prediction model can be proposed given the item similarity and the recommended precision, so as to define users and item information. Based on this, a linear regression forecasting model is built and a corresponding algorithm is devised. In view of this, the paper discusses and analyses the collaborative filtering algorithm based on scoring statistical prediction.

Copyright

© 2018, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Hongying Liu
PY  - 2018/05
DA  - 2018/05
TI  - A Brief Analysis of Collaborative Filtering Algorithm Based on Scoring Statistical Prediction
BT  - Proceedings of the 2018 3rd International Conference on Automation, Mechanical Control and Computational Engineering (AMCCE 2018)
PB  - Atlantis Press
SP  - 696
EP  - 700
SN  - 2352-5401
UR  - https://doi.org/10.2991/amcce-18.2018.120
DO  - 10.2991/amcce-18.2018.120
ID  - Liu2018/05
ER  -