Machine learning for the improvement of adaptive learning in university education
Salud Ciencia y Tecnología - Serie de Conferencias,
Год журнала:
2023,
Номер
2, С. 473 - 473
Опубликована: Окт. 10, 2023
AI
is
increasingly
being
introduced
in
the
field
of
education
and
educational
system,
with
this
approach
to
personalization
according
needs
each
student.
This
review
aims
analyze
impact
adaptive
learning
artificial
intelligence
machine
techniques
improving
university
by
identifying
main
applications,
benefits
challenges
technology.
The
Scopus
database
was
extensively
searched,
where
22
125
studies
found
met
inclusion
criteria.
results
showed
that
classification
students
their
type
perception
content
use
written
text
analysis
as
a
basis
for
were
proposed
strategies
improve
quality
education.
Likewise,
usefulness
algorithms
based
on
SVM
predict
students'
final
grades
detect
possible
difficulties
highlighted.
It
concluded
early
detection
difficulties,
consideration
demographic
gender
variables
academic
performance
provide
solid
design
effective
highlight
potential
ML
transform
sector.
Язык: Английский
Uso de la Inteligencia Artificial para la traducción de lenguajes de señas: una revisión sistemática de literatura
Salud Ciencia y Tecnología - Serie de Conferencias,
Год журнала:
2023,
Номер
2, С. 446 - 446
Опубликована: Окт. 8, 2023
Introduction:
in
this
systematic
literature
review,
the
use
of
artificial
intelligence
sign
language
translation
for
people
with
hearing
and
speech
loss
was
analyzed.
This
review
aims
to
identify
results
application
translation.
Method:
462
articles,
original
conference
papers
SCOPUS,
until
June
2023,
relying
on
a
selection
process
based
Preferred
Reporting
Items
Systematic
Reviews
Meta-Analyses
(PRISMA)
statement,
which
26
studies
met
exclusion
inclusion
criteria.
Convolutional
Neural
Network
(CNN)
most
widely
implemented
machine
learning
technique
selected
studies.
Results:
Many
systems
were
tested
various
algorithms
datasets
different
continents
create
new
models
improve
accuracy.
An
increasing
neural
networks
achieve
better
efficiency
identified,
achieving
ranging
from
90
%
100
Conclusions:
The
has
greatly
excelled
field
Computer
Science
significantly
improved
accuracy
led
lower
communication
barriers
between
natural
persons
disabilities.
Язык: Английский
Machine Learning for predicting climate change in the environment: Review
Salud Ciencia y Tecnología - Serie de Conferencias,
Год журнала:
2023,
Номер
2, С. 465 - 465
Опубликована: Окт. 10, 2023
Climate
changes
currently
occur
abruptly
and
immediately
being
unpredictable
by
the
population,
causing
damage
material
losses,
but
with
support
of
current
technologies,
such
as
artificial
intelligence:
machine
learning,
will
help
us
to
anticipate
these
events.
Therefore,
this
review
aims
analyze
effectiveness
learning
for
prediction
climate
in
environment,
provide
validity
its
performance
improvement.
The
methodology
employed
systematic
consisted
using
PICO
establish
eligibility
criteria
grouping
them
into
components
that
were
finally
reduced
PIOC,
which
following
question
was
established,
what
extent
does
Machine
Learning
improve
environment?
gave
way
development
keywords
creation
search
equation.
Subsequently,
PRISMA
used
discard
articles
exclusion
inclusion,
starting
a
base
2020
after
applying
all
filters,
22
included
SLR.
results
showed
superior
unraveling
complex
interactive
associations
between
environment
plant
diversity,
furthermore
ELM
method
generally
provided
accuracy
other
methods
predicting
monthly
soil
temperatures
at
various
depths.
It
concluded
is
an
effective
stands
out
among
types
intelligence
showing
positive
relationship
predict
temperature
according
approach
presented,
most
model
suits
research
should
be
applied
obtain
better
results.
Язык: Английский
Electronic medical record and its impact on health care and management. A systematic review between the years 2013 – 2023
Salud Ciencia y Tecnología - Serie de Conferencias,
Год журнала:
2023,
Номер
2, С. 455 - 455
Опубликована: Окт. 8, 2023
The
adoption
of
Electronic
Health
Records
(EHR)
has
revolutionized
the
landscape
healthcare
and
management
in
recent
decades.
These
technological
systems
have
been
subject
extensive
interest
study
to
understand
their
impact
on
improving
patient
care
efficiency
health
management.
For
this
reason,
proposes
evaluate
use
electronic
medical
records
In
addition,
includes
a
systematic
review
literature
research
carried
out
between
2013
2023
Record
focused
PICO
methodology
was
used
formulate
search
equation
Scopus
database.
To
select
studies,
PRISMA
through
3
stages:
identification,
screening,
inclusion,
obtaining
total
17
articles
for
review,
according
inclusion
exclusion
eligibility
criteria.
At
beginning
search,
56400
studies
were
found,
5220
related
care,
244
researchers
work
Also,
obtained
at
end
third
stage,
42,11
%
indicated
that
EHR
facilitates
21,05
it
provides
better
safety
greater
satisfaction.
On
other
hand,
36,36
45,45
mentioned
with
there
is
good
quality
clinical
management,
respectively,
compared
paper
records.
conclusion,
offers
benefits
decision
making
level.
Its
interoperability
means
integrated
all
provide
despite
certain
limitations
persist
field.
Язык: Английский
Clima organizacional y desempeño laboral de los trabajadores de la institución educativa "José Carlos Mariátegui" del distrito de Villa María del Triunfo, Lima – 2020
Salud Ciencia y Tecnología - Serie de Conferencias,
Год журнала:
2023,
Номер
2, С. 401 - 401
Опубликована: Сен. 29, 2023
The
present
study
set
out
to
determine
the
relationship
that
exists
between
organizational
climate
in
work
performance
of
workers
José
Carlos
Mariátegui
Educational
Institution
Villa
María
del
Triunfo
district,
Lima
-
2020.
For
this,
an
analysis
was
planned
and
carried
out.
Investigation
quantitative
approach,
correlational
descriptive
level
non-experimental
design,
with
a
population
73
teachers
from
mentioned
educational
institution,
two
questionnaires
were
applied
for
data
collection.
results
indicate
existence
significant
correlation
teacher
based
on
finding
Spearman's
Rho
coefficient
(0,767).
Язык: Английский
Virtual reality in communicative learning tools for children with autism spectrum disorders a systematic literature review
Salud Ciencia y Tecnología - Serie de Conferencias,
Год журнала:
2023,
Номер
2, С. 533 - 533
Опубликована: Окт. 21, 2023
The
use
of
virtual
reality
in
communicative
learning
tools
for
children
with
autism
spectrum
disorder
(ASD)
has
become
a
common
component
the
treatment
and
improvement
their
communication
skills
social
insertion.
This
review
aims
to
identify
solutions
developed
infants
(ASD),
being
these
an
alternative
therapy
development.
Method:
A
systematic
literature
search
selection
was
developed,
based
on
principles
PRISMA
statement.
We
found
103
original
articles
Scopus
filtered
by
keyword,
which
18
studies
met
eligibility
criteria
research.
Results:
Technological
incorporating
showed
main
advance
development
those
involved
this
article
review,
there
are
different
forms
intervention
that
allow
include
as
therapeutic
tool
ASD.
Conclusions:
It
is
demonstrated
results
obtained
each
continuous
help
build
own
scenarios,
self-help
communicating
peers,
differentiating
danger
requesting
virtually.
Язык: Английский
Logistics management in a handicrafts store in the district of San Martin de Porres, 2023
Salud Ciencia y Tecnología - Serie de Conferencias,
Год журнала:
2023,
Номер
2, С. 459 - 459
Опубликована: Окт. 10, 2023
The
objective
of
this
research
is
to
analyze
the
impact
logistics
management
in
a
handicraft
store
district
San
Martin
de
Porres,
2023.
To
achieve
methodology
used
was
conduct
qualitative
approach,
basic
type,
scope
descriptive
and
design
case
study,
for
collection
information
interview
technique
used,
so
guide
semi-structured
questions
which
directed
6
participants
who
work
areas
where
study
being
conducted,
also
had
opinion
specialist
as
theoretical
basis
we
have
various
scientific
sources
obtained
from
reliable
sites
such
Scopus,
Redalyc
among
others.
conclusion
that
there
an
because
it
strongly
linked
availability
merchandise
if
not
done
properly,
generates
cost
overruns
due
deterioration
products
they
are
right
place,
dissatisfied
customers
when
staff
does
find
product
or
stock
exhausted
do
manage
see
all
products.
Язык: Английский