Bibliometric Analysis of Natural Language Processing Technology in Education: Hot Topics, Frontier Evolution, and Future Prospects
SAGE Open,
Год журнала:
2025,
Номер
15(1)
Опубликована: Янв. 1, 2025
The
application
of
natural
language
processing
(NLP)
technology
in
the
field
education
has
attracted
considerable
attention.
This
study
takes
716
articles
from
Web
Science
database
1998
to
2023
as
its
research
sample.
Using
bibliometrics
theoretical
foundation,
and
employing
methods
such
literature
review
knowledge
mapping
analysis,
utilizes
tools
like
CiteSpace
generate
relevant
visualizations,
analyzing
key
themes,
frontier
developments,
providing
future
prospects
this
domain.
main
findings
are
follows:
First,
number
publications
been
increasing
annually,
forming
core
publishing
journals
Education
Information
Technology,
teams
led
by
figures
Cucchiarini
Catia
Meurers
Detmar,
countries
including
United
States
China.
Second,
primarily
covers
five
major
themes:
educational
technical
tools,
analysis
development
content,
computational
linguistics
education,
acquisition
learning,
assessment
methods.
Third,
exhibits
certain
developmental
phases,
progressing
through
stages
emergence,
exploration,
development.
Based
on
these
findings,
following
proposed:
at
level,
deeper
personalized
learning
paths,
emotional
monitoring
support,
intelligent
generation
optimization
content;
practical
interdisciplinary
collaboration
innovation,
data
mining
global
perspectives
with
international
cooperation.
Язык: Английский
The journey of challenges and triumphs: a systematic literature review of the dynamic evolution of human-centered artificial intelligence in education
Interactive Learning Environments,
Год журнала:
2025,
Номер
unknown, С. 1 - 26
Опубликована: Март 10, 2025
Язык: Английский
A systematic comparison of intercultural and indigenous cultural dance education from a global perspective (2010–2024)
Frontiers in Psychology,
Год журнала:
2024,
Номер
15
Опубликована: Ноя. 26, 2024
Cultural
dance
fosters
social
cohesion,
emotional
well-being,
creative
thinking,
and
cultural
identity
by
conveying
values
meanings.
However,
systematic
comparative
research
on
cross-cultural
indigenous
education
remains
limited.
This
study,
adopting
a
global
perspective,
examines
the
current
applications,
core
issues,
educational
strategies
in
this
field.
Through
literature
review
grounded
theory
approach,
scrutinizes
studies
conducted
from
2010
to
2024.
The
results
show
that
intercultural
primarily
focuses
multicultural
exchange,
integration
of
immigrant
groups,
acceptance
among
socioeconomically
disadvantaged
populations,
highlighting
influence
adaptability
globalization.
In
contrast,
emphasizes
local
culture
systems,
with
particular
focus
reform.
While
both
types
reach
consensus
importance
transmission,
diversity
teaching
strategies,
critical
role
educators,
significant
differences
remain
design
content.
Future
could
concentrate
virtual
education,
innovation
cultures,
exploration
education's
mental
health,
deep
artificial
intelligence
into
pedagogy.
Furthermore,
consideration
potential
impact
globalization
technological
advancement
models
will
foster
theoretical
practical
development
education.
Язык: Английский