A 3D Visual Interface for Critiquing-based Recommenders: Architecture and Interaction

Nowadays e-commerce websites offer users such a huge amount of products, which far from facilitating the buying process, actually make it more difficult. Hence, recommenders, which learn from users preferences, are consolidating as valuable instruments to enhance the buying process in the 2D Web. In...

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Published in:International journal of interactive multimedia and artificial intelligence Vol. 3; no. 3; pp. 7 - 15
Main Authors: Contreras, David, Salamó, María, Rodríguez, Inmaculada, Puig, Anna
Format: Journal Article
Language:English
Published: UNIR-Universidad Internacional de La Rioja 2015
Subjects:
3D Virtual Worlds
Collaborative Conversational Recommenders
Intelligent Collaborative 3D Interface
ISSN:1989-1660, 1989-1660
Online Access:Get full text
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Abstract Nowadays e-commerce websites offer users such a huge amount of products, which far from facilitating the buying process, actually make it more difficult. Hence, recommenders, which learn from users preferences, are consolidating as valuable instruments to enhance the buying process in the 2D Web. Indeed, 3D virtual environments are an alternative interface for recommenders. They provide the user with an immersive 3D social experience, enabling a richer visualisation and increasing the interaction possibilities with other users and with the recommender. In this paper, we focus on a novel framework to tightly integrate interactive recommendation systems in a 3D virtual environment. Specifically, we propose to integrate a Collaborative Conversational Recommender (CCR) in a 3D social virtual world. Our CCR Framework defines three layers: the user interaction layer (3D Collaborative Space Client), the communication layer (3D Collaborative Space Server), and the recommendation layer (Collaborative Conversational Recommender). Additionally, we evaluate the framework based on several usability criteria such as learnability, perceived efficiency and effectiveness. Results demonstrate that users positively valued the experience.
AbstractList Nowadays e-commerce websites offer users such a huge amount of products, which far from facilitating the buying process, actually make it more difficult. Hence, recommenders, which learn from users preferences, are consolidating as valuable instruments to enhance the buying process in the 2D Web. Indeed, 3D virtual environments are an alternative interface for recommenders. They provide the user with an immersive 3D social experience, enabling a richer visualisation and increasing the interaction possibilities with other users and with the recommender. In this paper, we focus on a novel framework to tightly integrate interactive recommendation systems in a 3D virtual environment. Specifically, we propose to integrate a Collaborative Conversational Recommender (CCR) in a 3D social virtual world. Our CCR Framework defines three layers: the user interaction layer (3D Collaborative Space Client), the communication layer (3D Collaborative Space Server), and the recommendation layer (Collaborative Conversational Recommender). Additionally, we evaluate the framework based on several usability criteria such as learnability, perceived efficiency and effectiveness. Results demonstrate that users positively valued the experience.
Author Puig, Anna
Rodríguez, Inmaculada
Contreras, David
Salamó, María
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SubjectTerms 3D Virtual Worlds
Collaborative Conversational Recommenders
Intelligent Collaborative 3D Interface
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