Evolutionary approach for ’healthy bundle’ wellbeing recommendations

Hugo I Alcaraz Herrera; Ivan Palomares Carrascosa

Evolutionary approach for ’healthy bundle’ wellbeing recommendations

Hugo I Alcaraz Herrera, Ivan Palomares Carrascosa

Department of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Abstract

The purpose of this paper is to introduce an Evolutionary Recommender System focused on promoting a healthy lifestyle through
suggestions that jointly consider meals and physical activities, based
on users’ aims and their preferences. Our solution considers a Genetic Algorithm as the main driver of the recommendation process.
An experimental study of algorithmic performance is conducted
on users with different goals, along with a cohort study to analyse
how real users perceive the recommendations suggested to them.

Original language	English
Title of host publication	Proceedings of the 13th ACM Conference on Recommender Systems, RecSys'19
Publisher	Association for Computing Machinery (ACM)
Pages	18-23
Number of pages	6
Publication status	Published - 20 Sept 2019

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This output contributes to the following UN Sustainable Development Goals (SDGs)

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@inproceedings{4a3c7d43e3784498ac0cf716be8c6dcc,

title = "Evolutionary approach for {\textquoteright}healthy bundle{\textquoteright} wellbeing recommendations",

abstract = "The purpose of this paper is to introduce an Evolutionary Recommender System focused on promoting a healthy lifestyle throughsuggestions that jointly consider meals and physical activities, basedon users{\textquoteright} aims and their preferences. Our solution considers a Genetic Algorithm as the main driver of the recommendation process.An experimental study of algorithmic performance is conductedon users with different goals, along with a cohort study to analysehow real users perceive the recommendations suggested to them.",

author = "{Alcaraz Herrera}, {Hugo I} and {Palomares Carrascosa}, Ivan",

year = "2019",

month = sep,

day = "20",

language = "English",

pages = "18--23",

booktitle = "Proceedings of the 13th ACM Conference on Recommender Systems, RecSys'19",

publisher = "Association for Computing Machinery (ACM)",

address = "United States",

}

Evolutionary approach for ’healthy bundle’ wellbeing recommendations. / Alcaraz Herrera, Hugo I; Palomares Carrascosa, Ivan.
Proceedings of the 13th ACM Conference on Recommender Systems, RecSys'19. Association for Computing Machinery (ACM), 2019. p. 18-23.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

TY - GEN

T1 - Evolutionary approach for ’healthy bundle’ wellbeing recommendations

AU - Alcaraz Herrera, Hugo I

AU - Palomares Carrascosa, Ivan

PY - 2019/9/20

Y1 - 2019/9/20

N2 - The purpose of this paper is to introduce an Evolutionary Recommender System focused on promoting a healthy lifestyle throughsuggestions that jointly consider meals and physical activities, basedon users’ aims and their preferences. Our solution considers a Genetic Algorithm as the main driver of the recommendation process.An experimental study of algorithmic performance is conductedon users with different goals, along with a cohort study to analysehow real users perceive the recommendations suggested to them.

AB - The purpose of this paper is to introduce an Evolutionary Recommender System focused on promoting a healthy lifestyle throughsuggestions that jointly consider meals and physical activities, basedon users’ aims and their preferences. Our solution considers a Genetic Algorithm as the main driver of the recommendation process.An experimental study of algorithmic performance is conductedon users with different goals, along with a cohort study to analysehow real users perceive the recommendations suggested to them.

UR - https://ceur-ws.org/Vol-2439/5-paginated.pdf

M3 - Conference Contribution (Conference Proceeding)

SP - 18

EP - 23

BT - Proceedings of the 13th ACM Conference on Recommender Systems, RecSys'19

PB - Association for Computing Machinery (ACM)

ER -

Evolutionary approach for ’healthy bundle’ wellbeing recommendations

Abstract

UN SDGs

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Studies on complex representations for evolutionary computation and mitigation techniques for pathologies observed in coevolutionary computation

Cite this

Evolutionary approach for ’healthy bundle’ wellbeing recommendations

Abstract

UN SDGs

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Student theses

Studies on complex representations for evolutionary computation and mitigation techniques for pathologies observed in coevolutionary computation

Cite this