Bayesian Network Model for Estimating User Satisfaction of Multimedia Cloud Services

被引:0
|
作者
Karadimce, Aleksandar [1 ]
Davcev, Danco [1 ]
机构
[1] Univ Ss Cyril & Methodius, Fac Comp Sci & Engn, Skopje, North Macedonia
关键词
mobile cloud services; Bayesian Network; Quality of Experience; survey evaluation;
D O I
10.1145/3151848.3151850
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The focus of this research is given to find a metric and determine the quality of the offered multimedia cloud services from an end users perception. The Quality of Experience (QoE) has been introduced to measure the quality features, which is used to determine the end-to-end user perceived quality of the used multimedia service. In this study, we have used students satisfaction survey, which provides direct subjective data on need, habits, and frequency of using different multimedia services. This data has been used for validation of the proposed Bayesian Network model for interactive estimation of the acceptability of multimedia cloud services based on the user preferences.
引用
收藏
页码:3 / 12
页数:10
相关论文
共 50 条
  • [21] Exploring satisfaction with air-HSR intermodal services: A Bayesian network analysis
    Yang, Min
    Wang, Zheyuan
    Cheng, Long
    Chen, Enhui
    [J]. TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2022, 156 : 69 - 89
  • [22] A network approach to measuring user satisfaction across diverse sexual health services
    Nathan, M.
    Nelson, M.
    Baylon, J.
    Keirs, A.
    Estcourt, C.
    Skinner, C.
    [J]. HIV MEDICINE, 2010, 11 : 96 - 96
  • [23] User's satisfaction on e-government services: An integrated model
    Danila, Raudah
    Abdullah, Akilah
    [J]. INTERNATIONAL CONFERENCE ON ACCOUNTING STUDIES 2014, ICAS 2014, 2014, 164 : 575 - 582
  • [24] Research on Bayesian Network Based User's Interest Model
    ZHANG Weifeng1
    2. School of Computer Science and Engineering
    3. Jiangsu Institute of Software Quality
    [J]. Wuhan University Journal of Natural Sciences, 2007, (05) : 809 - 813
  • [25] Managing Multimedia Network Services
    Chan M.C.
    Pacifici G.
    Stadier R.
    [J]. Journal of Network and Systems Management, 1997, 5 (3) : 257 - 282
  • [26] ACCESSING MULTIMEDIA NETWORK SERVICES
    SMITH, KH
    [J]. IEEE COMMUNICATIONS MAGAZINE, 1992, 30 (05) : 72 - 80
  • [27] User-to-User Matching Services through Prediction of Mutual Satisfaction Based on Deep Neural Network
    Kim, Jinah
    Moon, Nammee
    [J]. JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2022, 18 (01): : 75 - 88
  • [28] A novel user satisfaction prediction model for future network provisioning
    Rugelj, Miha
    Volk, Mojca
    Sedlar, Urban
    Sterle, Janez
    Kos, Andrej
    [J]. TELECOMMUNICATION SYSTEMS, 2014, 56 (03) : 417 - 425
  • [29] A novel user satisfaction prediction model for future network provisioning
    Miha Rugelj
    Mojca Volk
    Urban Sedlar
    Janez Sterle
    Andrej Kos
    [J]. Telecommunication Systems, 2014, 56 : 417 - 425
  • [30] QoE: User Profile Analysis for Multimedia Services
    Mushtaq, M. Sajid
    Augustin, Brice
    Mellouk, Abdelhamid
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2014, : 2289 - 2294