Bots,
and
their
more
sophisticated
variant,
social
bots,
have
become
a
ubiquitous
part
of
media.
From
technological
standpoint,
the
modern
bot
is
remarkable
achievement,
having
survived
countless
attempts
at
detection
removal
by
networking
sites
through
evolution
persistence
those
who
operate
bots.
Social
bots
been
accused
being
capable
influencing
opinions
even
manipulating
election
results,
although
recent
work
has
also
explored
benign
benevolent
use
cases
for
This
dissertation
uses
variety
methods,
from
machine
learning
network
analysis
to
experiments,
study
these
different
types
The
based
on
five
publications
that
contribute
our
overall
understanding
how
them.
first
two
represent
early
naive
era
research,
where
goal
was
detect
as
manipulators
elections
or
spreaders
conspiracy
theories.
third
fourth
jump
generative
AI-powered
focus
capabilities
humans
rather
than
models,
an
understudied
area
research.
fifth
final
publication
builds
methods
developed
in
paper
proposes
generalized
approach
using
foundation
models
AI
experiments
phenomena
such
Overall,
this
describes
history
both
field
itself
concludes
with
epilogue
speculates
future
research
Twitter
no
longer
viable
data
source.
Revista Venezolana de Gerencia,
Journal Year:
2025,
Volume and Issue:
30(109), P. 351 - 380
Published: Jan. 30, 2025
La
inteligencia
artificial
(IA)
ha
transformado
la
investigación
científica
en
última
década.
Su
capacidad
para
procesar
grandes
volúmenes
de
datos
revolucionado
áreas
como
las
ciencias
naturales
y
sociales,
permitiendo
identificación
patrones,
generación
predicciones,
creación
nuevos
modelos
teóricos
metodológicos.
Sin
embargo,
su
implementación
enfrenta
desafíos
significativos,
ausencia
un
enfoque
sistemático
estandarizado.
El
objetivo
esta
es
examinar
tendencias
investigativas
el
campo.
metodología
abarca
bases
Scopus
Web
Of
Science.
Los
resultados
revelan
crecimiento
polinomial
cúbico
con
los
años
2023
2022
más
relevantes.
referentes
temáticos
fueron
autores
Liu
Zhang,
revistas
Innovation
Cognition
países
Estados
Unidos
China.
En
evolución
temática
se
pasó
investigar
sobre
Scientific
study
of
language
a
ChatGPT
Remote
research,
palabras
emergentes
crecientes
Generative
AI,
Integrity
ChatGPT.
Se
sugiere
profundizar
conceptos
clave
enfrentar
aprovechar
oportunidades
que
ofrece
científica.
Las
conclusiones
proporcionan
una
visión
completa
del
estado
actual
sugieren
prometedoras
estudios
futuros.
International Journal of Social Sciences and Education Research,
Journal Year:
2025,
Volume and Issue:
11(1), P. 1 - 14
Published: March 9, 2025
This
research
examines
the
impact
of
marketing
analytics
and
artificial
intelligence
applications
on
customer
agility
performance
in
businesses
that
adopt
e-commerce.
In
this
quantitative
study,
data
were
collected
through
a
questionnaire.
Data
from
227
managers
online
analyzed
using
Smart
PLS
method.
The
study
concluded
AI-supported
capabilities
affect
performance.
It
is
also
has
an
addition,
results
show
mediator
effects
offers
concrete
suggestions
for
businesses,
facilitating
decision-making
processes,
demonstrates
how
digital
strategies
can
be
employed
more
effectively.
makes
academic
contribution
by
analyzing
relationship
between
transformation
capabilities,
thus
guiding
future
research.
Scientific Reports,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: March 21, 2025
Nasal
stenosis
in
bulldogs
significantly
impacts
their
quality
of
life,
making
early
diagnosis
crucial
for
effective
treatment.
This
study
developed
an
automated
deep
learning
model
to
classify
the
severity
nasal
using
1020
images
bulldog
nostrils,
including
both
real
and
AI-generated
samples.
Five
neural
network
architectures
were
tested
across
three
experiments,
with
DenseNet201
achieving
highest
median
F-score
54.04%.
The
model's
performance
was
directly
compared
trained
human
evaluators
specializing
veterinary
anatomy,
comparable
levels
accuracy
reliability.
These
results
demonstrate
potential
advanced
networks
match
human-level
diagnosis,
paving
way
enhanced
treatment
planning
overall
animal
welfare.
Journal of the Academy of Marketing Science,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Dec. 14, 2024
Abstract
Generative
AI
(Gen
AI)
is
shaping
the
future
of
marketing.
In
next
decade,
Gen
will
influence
how
marketers
interact
and
communicate
with
customers,
help
create
deliver
marketing
content
(text,
images,
video),
inform
methods
for
researching
developing
new
products
services.
both
service
sales
settings,
affect
customers
directly
significantly.
Therefore,
marketers,
researchers,
public
policy
makers
require
a
clear
understanding
its
potential,
as
well
limitations.
To
assist
in
thinking
through
adoption
implementation
AI,
current
article
presents
four-quadrant
organizing
framework
that
highlights
trade-offs
nature
inputs
extent
human
augmentation
needed
to
AI–generated
outputs.
This
provides
guidance
selection
tools,
recommendations
further
research.
Sport Management Review,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 25
Published: Aug. 20, 2024
Despite
extensive
research
in
service
industries,
fine-grained
explorations
of
customer
experience
within
spectator
sports
remain
limited.
This
study
pioneers
a
transfer
learning
approach
grounded
post-positivism
paradigm,
underpinned
by
an
integrative
framework
for
aspect-based
sentiment
analysis
user-generated
content,
shedding
light
on
the
complexity
college
football
game
day
experience.
Three
fine-tuned
large
language
models
were
employed
to
qualitatively
identify
and
quantitatively
analyze
from
Tripadvisor
reviews
stadiums.
Our
findings
indicated
that
fans'
positive
reactions
stimuli
related
core
(game
dynamics),
functional
(facilities/services),
emotional
(intense
feelings),
socialization
(fan
interactions/bonding)
significantly
increased
likelihood
them
giving
five-star
rating.
Mitigating
negative
experiences
across
functional,
emotional,
socialization,
safety,
monetary
was
crucial
achieving
top
rating,
with
reducing
issues
safety
concerns
having
greatest
impact.
contributes
sport
management
literature
establishing
unified
view
experience,
enabling
holistic
conceptualization
operationalization
sports.
Empirically,
our
proposes
targeted
strategies
manage
offers
professionals
ready-to-use
along
detailed
deployment
guidelines
tailored
distinct
use
cases.
