Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics

An Agricultural Information Recommendation Model Based on Collaborative Filtering

Authors
Shuilong Zou
Corresponding Author
Shuilong Zou
Available Online April 2015.
DOI
10.2991/ameii-15.2015.343How to use a DOI?
Keywords
Agricultural Information; Recommendation System; Collaborative Filtering; Evaluation Matrix; Similarity Calculation.
Abstract

With the rapid development of internet, all kinds of information increases exponentially. It is different for users to find their requisite information because of the widely distributed information of internet. In ordered to provide timely, conveniently and efficiently to farmers the interested agricultural information and knowledge, this paper proposes an agricultural information recommendation system model based on collaborative filtering. The model uses terms clustering to construct user evaluation matrix of no-absence, and standardizes rating before evaluation prediction in accordance with farmer behaviour difference. Experiment shows that recommendation model has good effect, and realizes information recommendation at a certain extent.

Copyright
© 2015, 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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Volume Title
Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
Series
Advances in Engineering Research
Publication Date
April 2015
ISBN
978-94-62520-69-1
ISSN
2352-5401
DOI
10.2991/ameii-15.2015.343How to use a DOI?
Copyright
© 2015, 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/).

Cite this article

TY  - CONF
AU  - Shuilong Zou
PY  - 2015/04
DA  - 2015/04
TI  - An Agricultural Information Recommendation Model Based on Collaborative Filtering
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 1850
EP  - 1854
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.343
DO  - 10.2991/ameii-15.2015.343
ID  - Zou2015/04
ER  -