loading
Documents

Research.Publish.Connect.

Paper

Authors: Dimitris Poulopoulos and Athina Kalampogia

Affiliation: QIVOS, Athens and Greece

ISBN: 978-989-758-377-3

Keyword(s): Context-aware Recommender Systems, Proximity Marketing, Deep Learning.

Abstract: In this paper, we describe how a major retailer’s recommender system contextualizes the information that is passed to it, to provide real-time in-store recommendations, at a high level. We specifically focus on the data pre-processing ideas that were necessary for the model to learn. The paper describes the ideas and reasoning behind crucial data transformations, and then illustrates a learning model inspired by the work done in Natural Language Processing.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.231.25.104

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Poulopoulos, D. and Kalampogia, A. (2019). Using a Skip-gram Architecture for Model Contextualization in CARS.In Proceedings of the 8th International Conference on Data Science, Technology and Applications - Volume 1: ADITCA, ISBN 978-989-758-377-3, pages 443-446. DOI: 10.5220/0008256304430446

@conference{aditca19,
author={Dimitris Poulopoulos. and Athina Kalampogia.},
title={Using a Skip-gram Architecture for Model Contextualization in CARS},
booktitle={Proceedings of the 8th International Conference on Data Science, Technology and Applications - Volume 1: ADITCA,},
year={2019},
pages={443-446},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008256304430446},
isbn={978-989-758-377-3},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Data Science, Technology and Applications - Volume 1: ADITCA,
TI - Using a Skip-gram Architecture for Model Contextualization in CARS
SN - 978-989-758-377-3
AU - Poulopoulos, D.
AU - Kalampogia, A.
PY - 2019
SP - 443
EP - 446
DO - 10.5220/0008256304430446

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.