International Journal of Higher Education,
Journal Year:
2022,
Volume and Issue:
11(5), P. 189 - 189
Published: Sept. 15, 2022
Situational
simulation
teaching
method
(SST
mentioned
below)
is
a
mature
that
has
been
applied.
It
widely
used
in
foreign
language,
law,
management,
clinical
and
other
fields,
proved
to
have
good
effect.
The
quality
of
teachers
the
key
improve
international
competitiveness
China's
education
system.
With
growth
population
reform
development
education,
training
pre-service
become
public
concern.
According
existing
research,
most
academic
moral
qualities,
but
there
are
still
deficiencies
ability,
management
ability
communication
ability.
.In
view
this
phenomenon,
paper
puts
forward
scheme
chemistry
by
using
SST
through
way
organic
reform.
results
show
can
students'
learning
cultivate
comprehensive
abilities
(including
teachers'
professional
skills).
Deleted Journal,
Journal Year:
2024,
Volume and Issue:
19(4), P. 178 - 195
Published: Jan. 25, 2024
This
paper
proposed
innovative
EFDfO
(Entropy
Features
Data
Fusion
Optimized)
framework,
a
data-driven
approach
aimed
at
revolutionizing
music
education
teaching.
combines
data
fusion,
feature
extraction,
and
optimization
techniques
to
customize
teaching
strategies
individual
students'
unique
learning
profiles.
The
related
students
are
collected
with
different
sources
were
fused.
fused
optimized
the
Whale
technique
estimate
performance
of
students.
Simualtion
analysis
demonstrates
its
potential
enhance
student
performance,
an
average
improvement
approximately
18%
20%
observed
in
pre-test
post-test
scores.
Moreover,
classification
results
indicate
that,
most
cases,
accurately
categorizes
based
on
their
characteristics,
although
further
refinement
is
needed
reduce
misclassifications.
Additionally,
model
improved.
offers
promising
avenue
for
personalized
education,
ultimately
enhancing
experiences
outcomes.
Applied Mathematics and Nonlinear Sciences,
Journal Year:
2025,
Volume and Issue:
10(1)
Published: Jan. 1, 2025
Abstract
This
paper
firstly
proposes
a
precise
vocal
music
teaching
model
based
on
information
technology.
Through
the
collection
and
in-depth
mining
of
educational
big
data
such
as
class
attendance,
after-class
singing
training,
students’
performance,
etc.,
use
mathematical
for
processing
analysis,
students
can
all
explore
deeply
according
to
their
own
learning
rhythm
interest
points,
enhance
effect
learning.
Then,
precision
is
applied
Z
University,
using
questionnaire
survey
comparative
analysis
discuss
its
application
effect.
Finally,
optimization
strategy
reform
in
age
technology
presented.
The
study
shows
that
there
significant
linear
relationship
between
performance
(P=0.001).
method
significantly
promote
development
improve
performance.
There
difference
experimental
control
classes
with
Sig.
value
equal
0.03.
Most
think
better
than
traditional
it
becoming
trend.
International Journal of Information and Communication Technology Education,
Journal Year:
2024,
Volume and Issue:
20(1), P. 1 - 17
Published: March 19, 2024
In
today's
university
era,
reforming
the
English
teaching
model
has
become
a
major
research
topic
for
researchers.
Based
on
this,
this
paper
adopts
hierarchical
and
progressive
construction
method
to
further
explore
reform
of
in
context
educational
ecology.
First,
discusses
development
layered
approach
various
countries
current
status
approach.
By
allowing
use
approach,
data
related
were
analyzed
organized.
The
combination
internal
optimization,
data-theoretic
learning
algorithms,
federation
algorithms
incremental
are
also
investigated.
results
study
show
that
college
good
through
specific
practical
applications
strengthened
ecosystem.
Psychology Research and Behavior Management,
Journal Year:
2022,
Volume and Issue:
Volume 15, P. 3473 - 3484
Published: Nov. 1, 2022
In
response
to
the
wide-ranging
concern
of
career
choice,
present
study
aimed
explore
antecedents
and
internal
mechanisms
choosing
a
music
career.Based
on
model
context-process-outcomes,
school
context
(eg,
musical
activities,
specialized
classrooms,
broadcasting
teachers)
was
incorporated
into
an
integrated
as
predictors.
We
selected
interest
value
mediators.
A
total
28,018
adolescents
in
public
secondary
completed
psychometric
questionnaires.The
results
structural
equation
modeling
indicated
that
classroom,
teachers
were
all
positively
related
value,
which
turn
predicted
choice
but
indirect
impact
via
is
not
valid.This
survey
investigated
large
national
sample
for
its
relevant
based
context-process-outcomes
model.
There
significant
influence
students'
choice.
Furthermore,
partially
explained
psychological
process
between
Journal of Public Administration and Governance,
Journal Year:
2024,
Volume and Issue:
13(4), P. 92 - 92
Published: Jan. 3, 2024
The
main
objectives
of
this
research
are
to
develop
the
items
students’
experiential
e-learning
scale,
verify
and
construct
validate
psychometric
properties
measurement
model.
study
also
aimed
investigate
students
in
higher
learning
institutions
Malaysia.
This
is
quantitative
nature
employing
cross-sectional
survey
design.
Standards
for
Educational
Psychological
Testing
will
be
adapted
development
instrument.
Content
validity
ratio
(CVR)
Exploratory
Factor
Analysis
(EFA)
used
analyze
corresponding
constructs.
model
empirically
tested
via
Confirmatory
(CFA).
accompanied
by
a
descriptive
explore
e-learning.
Exploration
can
provide
further
insights
into
what
works
an
open
online
environment.
produce
adequate
psychometrically
sound
instrument
as
well
publications
intellectual
(IP).
Journal of Intelligent & Fuzzy Systems,
Journal Year:
2024,
Volume and Issue:
46(4), P. 10969 - 10983
Published: March 12, 2024
Traditional
psychological
awareness
relating
to
vocal
musical
instruction
often
disregards
the
impact
of
earlier
experiences
on
music
learning
could
result
in
a
gap
meeting
needs
individual
students.
Conventional
techniques
related
for
each
has
been
focused
and
addressed
this
research.
Technological
upgrades
Fuzzy
Logic
(FL)
Big
Data
(BD)
Artificial
Intelligence
(AI)
are
provided
as
solution
existing
challenges
provide
enhancement
personalized
education.
The
combined
approach
BD-assisted
Radial
Basis
Function
is
added
with
Takagi
Sugeno
(RBF-TS)
inference
system,
able
give
recommendations
indulge
among
Applying
Mel-Frequency
Cepstral
Coefficients
(MFCC)
beneficial
capturing
variant
characteristics
feature
extraction
technique.
RBF
can
identify
accuracy
pitch
differences
quality
tone,
understand
choices
from
students,
stimulate
awareness.
uncertainties
by
using
TS
fuzzy
system
delivering
training
depending
different
student
preference
factors.
With
use
multimodal
data,
proposed
RBF-TS
establish
rule
base
accordance
emotional
elements,
enhancing
self-awareness
well-being.
Validation
an
Instruction
Resource
Utilization
Rate
(IRUR)
gives
significant
improvements
engaging
analyzing
pitching
accuracy,
frequency
distribution
instruction,
loss
function
called
Mean
Square
Error(MSE).
research
algorithm
pioneers
novel
advanced
AI
algorithms
addressing
It
promises
better
outcomes
field
Deleted Journal,
Journal Year:
2024,
Volume and Issue:
46(2), P. 38 - 55
Published: June 30, 2024
The
relevance
of
this
study
is
determined
by
the
intensive
development
pedagogical
sciences
in
Kazakhstan.
aim
work
to
analyze
trends
research
Kazakhstan
based
on
data
from
Scopus
database
for
period
2000
2023.
methodology
includes
collection
keywords
"education"
and
"Kazakhstan,"
their
preliminary
processing,
statistical
analysis
using
SPSS
identify
main
directions
scientific
field.
results
showed
a
gradual
increase
number
publications
7
paper
287
2023,
indicating
an
increased
interest
pedagogy
geographical
revealed
leading
role
with
1531
publications,
as
well
significant
contributions
researchers
Russian
Federation,
United
States,
other
countries,
emphasizing
international
importance
Kazakh
research.
thematic
confirmed
wide
range
topics
studied
multidisciplinary
approaches,
highlighting
educational
reform,
multilingualism
teaching,
introduction
innovative
technologies
into
process
directions.
conclusions
emphasize
theoretical
practical
analyzing
further
science
need
continue
comprehensive
interdisciplinary
area.
Applied Mathematics and Nonlinear Sciences,
Journal Year:
2024,
Volume and Issue:
9(1)
Published: Jan. 1, 2024
Abstract
This
paper
first
introduces
Bloom’s
cognitive
hierarchy
theory
of
music
education
goal
classification
and
revises
it
to
construct
a
new
version
educational
goal-setting
system.
After
that,
adopts
multi-objective
hierarchical
analysis
(AHP)
calculate
the
weights
objectives
assessed
by
experts
optimizes
convergence
AHP
based
on
Bergh’s
improved
particle
swarm
(PSO)
optimization
algorithm.
New
teaching
contents
were
created
experimental
results.
The
CR
values
six
subprocesses
second-level
evaluation
indexes
0.0001,
0.0011,
0.0014,
0.0023,
0.0029,
respectively.
results
consistency
test
first-level
all
CR<0.05,
indicating
that
their
trustworthiness
extremely
high.
top
three
indicators
in
terms
secondary
are
inference,
recall
differentiation,
whose
0.5723,
0.5276
0.5192,
respectively;
with
lowest
proportion
interpretation
(0.2422),
normalization
(0.2661)
creation
(0.3201).
purpose
this
is
create
course
instructional
design
system
4-dimensional
18-indicator
evaluate
importance
each
indicator.
It
fully
embodies
basic
spirit
quality
reflects
common
requirements
curriculum
colleges
universities
combines
epochal,
basic,
selective.
proposed
expected
serve
as
reference
for
current
reform.