Publication Type

Conference Proceeding Article

Publication Date

3-2016

Abstract

We present ZoneRec—a zone recommendation system for physical businesses in an urban city,which uses both public business data from Facebook and urban planning data. The systemconsists of machine learning algorithms that take in a business’ metadata and outputs a list ofrecommended zones to establish the business in. We evaluate our system using data of foodbusinesses in Singapore and assess the contribution of different feature groups to therecommendation quality.

Keywords

Facebook, social media, business, location recommendation

Discipline

Databases and Information Systems

Research Areas

Data Management and Analytics

Publication

European Conference on Information Retrieval 38th ECIR 2016, March 20-23, Padua: Proceedings

First Page

641

Last Page

647

ISBN

978-3-319-30670-4

Identifier

10.1007/978-3-319-30671-1_47

Publisher

Springer

City or Country

Germany

Copyright Owner and License

LARC

Creative Commons License

Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License
This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License.

Additional URL

http://doi.org/10.1007/978-3-319-30671-1_47

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