Package recommender systems: A systematic review

S.N. van Schaik; J. Masthoff; A.T. Wibowo

doi:10.3233/IDT-190140

Package recommender systems: A systematic review

S.N. van Schaik, J. Masthoff, A.T. Wibowo

Research output: Contribution to journal › Article › Academic

Abstract

This paper presents a systematic review of research into package recommender systems (PRS). PRS recommend a combination of items rather than individual items, for example, multiple attractions to visit on a day trip to a city, trousers and a shirt to wear together, or multiple dishes to make up a meal. The review provides a framework for considering existing PRS research, and highlights the techniques used for package recommendation and the evaluation methods and metrics employed. It also raises many issues that warrant future research.

Original language	English
Pages (from-to)	435-452
Number of pages	18
Journal	Intelligent Decision Technologies
Volume	13
DOIs	https://doi.org/10.3233/IDT-190140
Publication status	Published - 2019

Keywords

Bundle recommendation
package recommendation
constraints
recommender system
Bandung

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title = "Package recommender systems: A systematic review",

abstract = "This paper presents a systematic review of research into package recommender systems (PRS). PRS recommend a combination of items rather than individual items, for example, multiple attractions to visit on a day trip to a city, trousers and a shirt to wear together, or multiple dishes to make up a meal. The review provides a framework for considering existing PRS research, and highlights the techniques used for package recommendation and the evaluation methods and metrics employed. It also raises many issues that warrant future research.",

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AB - This paper presents a systematic review of research into package recommender systems (PRS). PRS recommend a combination of items rather than individual items, for example, multiple attractions to visit on a day trip to a city, trousers and a shirt to wear together, or multiple dishes to make up a meal. The review provides a framework for considering existing PRS research, and highlights the techniques used for package recommendation and the evaluation methods and metrics employed. It also raises many issues that warrant future research.

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KW - constraints

KW - recommender system

KW - Bandung

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Package recommender systems: A systematic review

Abstract

Keywords

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