In this paper, we contribute to the study of recommender systems from a HCI perspective by investigating the effects upon the user experience of a novel interface which uses a Venn diagram to represent the outputs of an interactive talk recommender system. We present the results of a preliminary user study on talk recommendations in the context of a conference with n=37 people that used our system under one of two conditions: a static list of recommendations, or the enhanced visual controllable interface. The user behavioral analysis and the results of a survey that n=17 users answered provide interesting insights for designers and developers of interfaces for recommender systems, especially when the items can have one or more contexts of relevancy as in a hybrid recommender system.
%0 Conference Paper
%1 citeulike:13836982
%A Parra, Denis
%A Brusilovsky, Peter
%B Proceedings of the 2013 Chilean Conference on Human - Computer Interaction
%C New York, NY, USA
%D 2013
%I ACM
%K information-visualization interactive-recommender recommender user-control
%P 56--59
%R 10.1145/2535597.2535621
%T A Field Study of a Visual Controllable Talk Recommender
%U http://dx.doi.org/10.1145/2535597.2535621
%X In this paper, we contribute to the study of recommender systems from a HCI perspective by investigating the effects upon the user experience of a novel interface which uses a Venn diagram to represent the outputs of an interactive talk recommender system. We present the results of a preliminary user study on talk recommendations in the context of a conference with n=37 people that used our system under one of two conditions: a static list of recommendations, or the enhanced visual controllable interface. The user behavioral analysis and the results of a survey that n=17 users answered provide interesting insights for designers and developers of interfaces for recommender systems, especially when the items can have one or more contexts of relevancy as in a hybrid recommender system.
%@ 978-1-4503-2200-3
@inproceedings{citeulike:13836982,
abstract = {{In this paper, we contribute to the study of recommender systems from a HCI perspective by investigating the effects upon the user experience of a novel interface which uses a Venn diagram to represent the outputs of an interactive talk recommender system. We present the results of a preliminary user study on talk recommendations in the context of a conference with n=37 people that used our system under one of two conditions: a static list of recommendations, or the enhanced visual controllable interface. The user behavioral analysis and the results of a survey that n=17 users answered provide interesting insights for designers and developers of interfaces for recommender systems, especially when the items can have one or more contexts of relevancy as in a hybrid recommender system.}},
added-at = {2017-11-15T17:02:25.000+0100},
address = {New York, NY, USA},
author = {Parra, Denis and Brusilovsky, Peter},
biburl = {https://www.bibsonomy.org/bibtex/208318d0829d57c948a391bb2193f828d/brusilovsky},
booktitle = {Proceedings of the 2013 Chilean Conference on Human - Computer Interaction},
citeulike-article-id = {13836982},
citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=2535621},
citeulike-linkout-1 = {http://dx.doi.org/10.1145/2535597.2535621},
doi = {10.1145/2535597.2535621},
interhash = {77ee84516be958b6de547b36277e9ddc},
intrahash = {08318d0829d57c948a391bb2193f828d},
isbn = {978-1-4503-2200-3},
keywords = {information-visualization interactive-recommender recommender user-control},
location = {Temuco, Chile},
pages = {56--59},
posted-at = {2015-11-12 23:24:10},
priority = {0},
publisher = {ACM},
series = {ChileCHI '13},
timestamp = {2020-07-28T17:14:39.000+0200},
title = {{A Field Study of a Visual Controllable Talk Recommender}},
url = {http://dx.doi.org/10.1145/2535597.2535621},
year = 2013
}