2022 International Conference on Inventive Computation Technologies (ICICT),
Journal Year:
2024,
Volume and Issue:
unknown
Published: April 24, 2024
Making
predictions,
about
stock
prices
has
always
been
a
challenge
in
research
even
though
the
Efficient
Market
Hypothesis
suggests
otherwise.
While
it's
widely
believed
that
impossible
to
predict
with
precision
there
have
studies
literature
showing
accurate
predictions
can
be
made
by
using
predictor
models
and
relevant
variables.
The
complexity
of
predicting
market
volatility
adds
another
layer
difficulty
as
are
influenced
factors
such
conditions,
psychological
factors,
logical
considerations.
In
this
study,
Facebook
Prophet
model
is
utilized
forecast
analyzing
data
from
Yahoo
Finance.
experimental
results
indicate
effectively
used
overtime
periods.
work's
emphasis
on
provides
not
only
forecasts
but
also
seamless
visualization,
allowing
users
gain
confidence
analyzing,
visualizing,
forecasting
prices.
This
comprehensive
effort
knowledge
navigate
difficulties
price
analysis,
employing
automation
quickly
acquire
solid
visual
insights,
regardless
selected
stock.
WSEAS TRANSACTIONS ON BUSINESS AND ECONOMICS,
Journal Year:
2024,
Volume and Issue:
21, P. 1611 - 1618
Published: July 19, 2024
In
the
modern
transport
industry,
vast
and
diverse
information
arrays,
particularly
those
including
time
series
data,
are
rapidly
expanding.
This
growth
presents
an
opportunity
to
improve
quality
of
forecasting.
Researchers
practitioners
continuously
developing
innovative
tools
predict
their
future
values.
The
goal
research
is
performance
automated
forecasting
environments
in
a
systematic
structured
way.
paper
investigates
effect
substituting
initial
with
another
similar
nature,
during
training
phase
model’s
development.
A
financial
data
set
Prophet
model
employed
for
this
objective.
It
observed
that
impact
on
accuracy
predicted
values
promising,
albeit
not
significant.
Based
obtained
results,
valuable
conclusions
drawn,
recommendations
further
improvements
provided.
By
highlighting
importance
incorporation,
assists
making
informed
choices
leveraging
full
potential
available
more
precise
outcomes.
