Self-adaptive resource-allocation scheme combining traffic prediction with user satisfaction in multi-wavelength VPON

Z Xu, C Gan, L Wu, J Hui - IEEE Photonics Journal, 2022 - ieeexplore.ieee.org
… In this section, a self-adaptive resource-allocation scheme combing traffic prediction with
user satisfaction will be introduced in detail. The scheme contains two parts: one part is the …

A novel user satisfaction prediction model for future network provisioning

M Rugelj, M Volk, U Sedlar, J Sterle, A Kos - Telecommunication systems, 2014 - Springer
… With the user satisfaction model we can optimally provide traffic [26] in communication …
were then used in the second experiment where we provided user satisfaction prediction model. …

Traffic routing guidance algorithm based on backpressure with a trade-off between user satisfaction and traffic load

R Zhang, Z Li, C Feng, S Jiang - 2012 ieee vehicular …, 2012 - ieeexplore.ieee.org
… both users and traffic system. The routing guidance algorithms which only consider user
satisfaction try to make sure that the user … They predict the traffic flow by using the current road …

Large-scale hybrid approach for predicting user satisfaction with conversational agents

D Park, H Yuan, D Kim, Y Zhang, M Spyros… - arXiv preprint arXiv …, 2020 - arxiv.org
… feedback data, and an algorithm that generates data sets to properly simulate the live traffic
… The goal of our hybrid approach is to accurately predict user satisfaction by fusing different …

Predicting user QoE satisfaction in current mobile networks

J Hosek, P Vajsar, L Nagy, M Ries… - 2014 IEEE …, 2014 - ieeexplore.ieee.org
… share of 14 percent of mobile data traffic [7]. This clearly … This translates to the observation
that user satisfaction is not … initial two-predictor model with a three-predictor model, we …

[HTML][HTML] User-satisfaction based operational evaluation for uncontrolled intersections under mixed traffic

S Datta, S Rokade, SPS Rajput - Alexandria Engineering Journal, 2021 - Elsevier
predictions for Indian mixed traffic conditions. Human perceived motorized level of service
(MLOS) depends on various factors like road traffic … reported higher prediction accuracy than …

Predicting user satisfaction with intelligent assistants

J Kiseleva, K Williams, A Hassan Awadallah… - Proceedings of the 39th …, 2016 - dl.acm.org
… in web search systems because we suggest a way to define and predict user satisfaction
for search dialogues. Spoken Dialogue Systems The main difference between traditional web …

Towards long-term coverage and video users satisfaction prediction in cellular networks

A Pimpinella, AEC Redondi, I Galimberti… - 2019 12th IFIP …, 2019 - ieeexplore.ieee.org
… from network-side traffic traces or directly by user terminals [6]… satisfaction prediction, ie, the
satisfaction reported by a user … more easily than short-term QoE users and in turn areas of the …

Non-intrusive estimation of QoS degradation impact on e-commerce user satisfaction

N Poggi, D Carrera, R Gavalda… - 2011 IEEE 10th …, 2011 - ieeexplore.ieee.org
… in the traffic and static provisioning of resources to manage punctual very high traffic volumes
is … perform an evaluation of a high response time effect on predictions and user satisfaction. …

Does network quality matter? A field study of mobile user satisfaction

B Finley, E Boz, K Kilkki, J Manner, A Oulasvirta… - Pervasive and Mobile …, 2017 - Elsevier
… and device type predict satisfaction with network availability. … a typical user the download
share of their mobile traffic is much … user the download–upload mobile traffic split is 88%–12%. …