Product retrieval for grocery stores

Petteri Nurmi*, Eemil Lagerspetz, Wray Buntine, Patrik Floréen, Joonas Kukkonen

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

23 Citations (Scopus)

Abstract

We introduce a grocery retrieval system that maps shopping lists written in natural language into actual products in a grocery store. We have developed the system using nine months of shopping basket data from a large Finnish supermarket. To evaluate the system, we used 70 real shopping lists gathered from customers of the supermarket. Our system achieves over 80% precision for products at rank one, and the precision is around 70% for products at rank 5.

Original languageEnglish
Title of host publicationACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings
Pages781-782
Number of pages2
DOIs
Publication statusPublished - 2008
Externally publishedYes
Event31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM SIGIR 2008 - Singapore, Singapore
Duration: 20 Jul 200824 Jul 2008

Publication series

NameACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings

Conference

Conference31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM SIGIR 2008
Country/TerritorySingapore
CitySingapore
Period20/07/0824/07/08

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