Advances in human and social aspects of technology book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 227 - 260
Published: July 5, 2024
This
chapter
examines
technology's
essential
role
in
promoting
gender
equity
within
the
hospitality
industry,
presenting
insights
from
a
worldwide
perspective.
While
shifting
societal
norms
and
expectations,
firms
are
becoming
increasingly
aware
of
importance
ensuring
equality.
When
it
comes
to
this
endeavor,
one
most
effective
strategies
is
make
efficient
use
technology.
The
authors
investigated
variety
technological
interventions,
ranging
recruiting
platforms
data
analytics
tools,
that
support
more
equitable
hiring
practices,
eliminate
prejudices,
promote
inclusivity
at
all
levels
business.
Additionally,
investigates
exploitation
technology
for
training
development
programs
designed
solve
gender-specific
difficulties
growth
diverse
talent
pools.
Through
cutting-edge
technical
solutions,
businesses
have
potential
not
only
strengthen
their
competitive
advantage
but
also
substantial
contribution
equal
inclusive
working
environments
worldwide.
Journal of Modelling in Management,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Sept. 12, 2024
Purpose
This
research
aims
to
understand
the
primary
challenges
encountered
by
entrepreneurs
operating
in
emerging
economies,
where
entrepreneurship
plays
a
vital
role.
The
study
places
particular
emphasis
on
Brazil.
Design/methodology/approach
methodology
involved
analysis
of
data
obtained
from
interviews,
using
both
content
and
Grey
Relational
Analysis
techniques.
Findings
revealed
several
prominent
difficulties
that
face
these
domains.
These
encompassed
issues
such
as
grappling
with
intricate
taxation
systems
associated
tax
burden,
navigating
government
bureaucracy,
securing
access
essential
financing
initial
investments,
contending
absence
supportive
programs
addressing
dynamic
nature
market
conditions.
findings
most
critical
barriers
reveal
potential
pathways
for
entrepreneurs,
policymakers
universities
act
developing
entrepreneurial
ecosystem
economies.
Originality/value
insights
garnered
this
have
inform
formulation
robust
public
policies
aimed
at
fostering
innovation
countries.
Furthermore,
can
serve
valuable
resource
planning
initiatives
designed
train
engineers
become
successful
entrepreneurs.
Jurnal Sistem Komputer dan Informatika (JSON),
Journal Year:
2024,
Volume and Issue:
5(3), P. 538 - 538
Published: April 9, 2024
The
music
industry's
increasing
reliance
on
digital
platforms
like
YouTube
for
dissemination
raises
concerns
about
the
potential
impact
of
videos
viewer
sentiment
and
well-being.
This
study
seeks
to
assess
toxicity
Wonderland
Indonesia
video
by
Alffy
Rev
through
Support
Vector
Machine
analysis,
contributing
our
understanding
effects
content
online
audiences.
research
addresses
challenge
classification
in
leveraging
Cross-Industry
Standard
Process
Data
Mining
(CRISP-DM)
framework.
aims
enhance
accuracy
applying
a
(SVM)
with
Synthetic
Minority
Over-sampling
Technique
(SMOTE)
address
class
imbalance
issues.
problem
revolves
around
need
robust
analysis
models
capable
accurately
discerning
polarity
within
diverse
datasets.
Through
systematic
application
CRISP-DM
phases
-
business
understanding,
data
preparation,
modeling,
evaluation,
deployment
examines
efficacy
SVM
SMOTE
tasks.
findings
demonstrate
notable
performance
metrics,
including
(96.50%),
precision
(95.75%),
recall
(99.00%),
F-measure
(97.34%).
AUC
value
substantially
increases
from
0.642
without
0.997
SMOTE,
highlighting
its
effectiveness
improving
accuracy.
In
addition,
comparative
values
between
first
second
demonstrates
distinct
patterns:
showcases
Toxicity
score
0.05290,
metrics
such
as
Profanity
registering
at
0.04815.
Conversely,
exhibits
slightly
lower
0.04744,
varying
Severe
0.01386.
Advances in human and social aspects of technology book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 227 - 260
Published: July 5, 2024
This
chapter
examines
technology's
essential
role
in
promoting
gender
equity
within
the
hospitality
industry,
presenting
insights
from
a
worldwide
perspective.
While
shifting
societal
norms
and
expectations,
firms
are
becoming
increasingly
aware
of
importance
ensuring
equality.
When
it
comes
to
this
endeavor,
one
most
effective
strategies
is
make
efficient
use
technology.
The
authors
investigated
variety
technological
interventions,
ranging
recruiting
platforms
data
analytics
tools,
that
support
more
equitable
hiring
practices,
eliminate
prejudices,
promote
inclusivity
at
all
levels
business.
Additionally,
investigates
exploitation
technology
for
training
development
programs
designed
solve
gender-specific
difficulties
growth
diverse
talent
pools.
Through
cutting-edge
technical
solutions,
businesses
have
potential
not
only
strengthen
their
competitive
advantage
but
also
substantial
contribution
equal
inclusive
working
environments
worldwide.