Design and user-centered evaluation of recommender systems for mobile devices Methodology for user-centered evaluation of context-aware recommender systems

被引:3
|
作者
Arana-Llanes, Julia Y. [1 ]
Rendon-Miranda, Juan C. [1 ]
Gonzalez-Serna, Juan G. [1 ]
Alejandres-Sanchez, Hugo O. [1 ]
机构
[1] CENIDET, Natl Ctr Res & Technol Dev, Dept Comp Sci, Cuernavaca, Morelos, Mexico
关键词
Recommender system; User-centric evaluation; cognitive; Usability; User experience; Context awareness;
D O I
10.1109/CSCI.2014.137
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we describe the importance of user experience while interacting with a recommender system for mobile devices, considering that the main function of a recommender system is to facilitate users' decision-making. We apply the combination of different techniques to determine a methodology that can be applied in the study of the characteristics of effectiveness, trust and satisfaction perceived by users using similar recommender systems.
引用
收藏
页码:277 / 280
页数:4
相关论文
共 50 条
  • [21] MWQoE: A user-centered context-aware model for evaluating the Mobile Web Quality of Experience
    Antoniou, Josephina
    Allayiotis, Elias
    [J]. 2017 IEEE 28TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2017,
  • [22] User-Centered Evaluation of the Responsiveness of Applications
    Waloszek, Gerd
    Kreichgauer, Ulrich
    [J]. HUMAN-COMPUTER INTERACTION - INTERACT 2009, PT I, 2009, 5726 : 239 - 242
  • [23] User-Centered Evaluation of Visual Analytics
    Scholtz, Jean
    [J]. Synthesis Lectures on Visualization, 2018, 5 (01): : 1 - 85
  • [24] User-Centered Design of a Context-Aware Nurse Assistant (CANA) at Finnish Elderly Houses
    Dirin, Mitra
    Dirin, Amir
    Laine, Teemu H.
    [J]. ACM IMCOM 2015, PROCEEDINGS, 2015,
  • [25] Bias Assessment Approaches for Addressing User-Centered Fairness in GNN-Based Recommender Systems
    Chizari, Nikzad
    Tajfar, Keywan
    Moreno-Garcia, Maria N.
    [J]. INFORMATION, 2023, 14 (02)
  • [26] User-centered design and evaluation of multimodal tourist maps
    Mulazimoglu, Emre
    Basaraner, Melih
    [J]. INTERNATIONAL JOURNAL OF ENGINEERING AND GEOSCIENCES, 2019, 4 (03): : 115 - 128
  • [27] Workshop on User-Centered Design for Automated Driving Systems
    Frison, Anna-Katharina
    Pfleging, Bastian
    Riener, Andreas
    Jeon, Myounghoon Philart
    Alvarez, Ignacio
    Ju, Wendy
    [J]. AUTOMOTIVEUI'17: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON AUTOMOTIVE USER INTERFACES AND INTERACTIVE VEHICULAR APPLICATIONS, 2017, : 22 - 27
  • [28] Educating for user-centered design of information systems and services
    Frost, CO
    Bates, M
    Noakes, A
    [J]. JOURNAL OF EDUCATION FOR LIBRARY AND INFORMATION SCIENCE, 1999, 40 (04) : A18 - A18
  • [29] User-centered guidelines for design of mobile applications
    Fang, XW
    Chan, S
    Brzezinski, J
    Xu, S
    Lam, J
    [J]. SHAPING BUSINESS STRATEGY IN A NETWORKED WORLD, VOLS 1 AND 2, PROCEEDINGS, 2004, : 853 - 857
  • [30] From user participation to user seduction in the design of innovative user-centered systems
    Agostini, A
    De Michelis, G
    Susani, M
    [J]. DESIGNING COOPERATIVE SYSTEMS - THE USE OF THEORIES AND MODELS, 2000, 58 : 225 - 240