Open Access
ARTICLE
Ning Chen1, Naernaer Xialihaer2,3, Weiliang Kong3, Jiping Ren2,3,*
Journal of New Media, Vol.2, No.3, pp. 99-109, 2020, DOI:10.32604/jnm.2020.09889
Abstract This paper analyzes the energy consumption situation in Beijing, based
on the comparison of common energy consumption prediction methods. Here we
use multiple linear regression analysis, grey prediction, BP neural net-work
prediction, grey BP neural network prediction combined method, LSTM long-term
and short-term memory network model prediction method. Firstly, before
constructing the model, the whole model is explained theoretically. The advantages
and disadvantages of each model are analyzed before the modeling, and the
corresponding advantages and disadvantages of these models are pointed out.
Finally, these models are used to construct the Beijing energy forecasting model, and
some years are selected… More >
Open Access
ARTICLE
Panjie Yang1,*,#, Gang Liu2,#, Xiaoyu Li1,*, Liyuan Qin1, Xiaoxia Liu3
Journal of New Media, Vol.2, No.3, pp. 111-119, 2020, DOI:10.32604/jnm.2020.010135
Abstract In order to solve the problems of low efficiency and heavy workload of
tumor coding in hospitals, we proposed a Drools-based intelligent tumors coding
method. At present, most tumor hospitals use manual coding, the trained coders
follow the main diagnosis selection rules to select the main diagnosis from the
discharge diagnosis of the tumor patients, and then code all the discharge
diagnoses according to the coding rules. Owing to different coders have different
familiarity with the main diagnosis selection rules and ICD-10 disease coding, it
will reduce the efficiency of the artificial coding results and affect the quality of
the… More >
Open Access
ARTICLE
Zequn Wang, Rui Jiao, Huiping Jiang*
Journal of New Media, Vol.2, No.3, pp. 121-130, 2020, DOI:10.32604/jnm.2020.010674
Abstract With the continuous development of the computer, people's
requirements for computers are also getting more and more, so the brain-computer
interface system (BCI) has become an essential part of computer research. Emotion
recognition is an important task for the computer to understand social status in
BCI. Affective computing (AC) aims to develop the model of emotions and
advance the affective intelligence of computers. There are various emotion
recognition approaches. The method based on electroencephalogram (EEG) is
more reliable because it is higher in accuracy and more objective in evaluation than
other external appearance clues such as emotion expression and gesture.… More >
Open Access
ARTICLE
Yaping Mao1, Kaiyong Li2, Duolu Mao2,*
Journal of New Media, Vol.2, No.3, pp. 131-135, 2020, DOI:10.32604/jnm.2020.012815
Abstract Based on the analysis of the advantages and disadvantages of GPS
positioning system in practical application, this paper proposes the combination
of wireless network positioning technology and GPS positioning system to
overcome the low accuracy of GPS positioning system in the case of occlusion.
This paper introduces in detail the principle of the application of wireless
network positioning technology based on GPS positioning system in geographic
information measurement, and illustrates its practical application in production
by taking coal mine positioning as an example. More >