%0 Conference Proceedings
%T “I Really Don’t Know What ‘Thumbs Up’ Means”: Algorithmic Experience in Movie Recommender Algorithms
%+ Department of Computer Science (KU Leuven - CS)
%+ Catholic University of Leuven = Katholieke Universiteit Leuven (KU Leuven)
%A Alvarado, Oscar
%A Abeele, Vero, Vanden
%A Geerts, David
%A Verbert, Katrien
%Z Part 7: Personalization and Recommender Systems
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 17th IFIP Conference on Human-Computer Interaction (INTERACT)
%C Paphos, Cyprus
%Y David Lamas
%Y Fernando Loizides
%Y Lennart Nacke
%Y Helen Petrie
%Y Marco Winckler
%Y Panayiotis Zaphiris
%I Springer International Publishing
%3 Human-Computer Interaction – INTERACT 2019
%V LNCS-11748
%N Part III
%P 521-541
%8 2019-09-02
%D 2019
%R 10.1007/978-3-030-29387-1_30
%K Algorithms
%K Movie recommendations
%K Algorithmic experience
%K Recommender systems
%Z Computer Science [cs]Conference papers
%X Many of our daily activities and decisions are driven by algorithms. This is particularly evident in our interactions with contemporary cultural content, where recommender algorithms deal with most of their access, production, and distribution. In this context, the Algorithmic Experience (AX) design framework emerged to guide the design of users’ experiences with algorithms for social media platforms. However, thus far, a framework to design specifically for AX within the context of movie recommender algorithms was lacking. To this end, the present study combines a semiotic inspection analysis of the Netflix interface with sensitized design workshops and semi-structured interviews to explore AX requirements for movie recommender algorithms. Linking the analysis with design opportunities, we shed light on AX suited for movie recommender systems. Moreover, we extend the current AX design framework with two new design areas: algorithmic usefulness and algorithmic social practices.
%G English
%Z TC 13
%2 https://inria.hal.science/hal-02553857/document
%2 https://inria.hal.science/hal-02553857/file/488593_1_En_30_Chapter.pdf
%L hal-02553857
%U https://inria.hal.science/hal-02553857
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC13
%~ IFIP-INTERACT
%~ IFIP-LNCS-11748