Advances in computational intelligence and robotics book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 391 - 410
Published: Oct. 18, 2024
This
chapter
comprehensively
examines
the
ethical
considerations
surrounding
integrating
artificial
intelligence
(AI)
in
financial
sector.
It
begins
by
establishing
a
foundational
understanding
of
AI
ethics,
emphasizing
integrity,
fairness,
and
accountability.
The
explores
challenge
bias
models,
discussing
sources
implications
while
offering
strategies
for
mitigation.
delves
into
impact
on
economic
outcomes,
highlighting
benefits
such
as
improved
decision-making
customer
satisfaction.
Additionally,
it
provides
guidance
fair
implementation
finance,
addressing
regulatory
compliance.
best
actions
usage
finance
are
outlined.
In
conclusion,
summarizes
key
insights
emphasizes
ongoing
need
vigilance
commitment
to
moral
principles
evolving
landscape
AI.
Finance & Accounting Research Journal,
Journal Year:
2024,
Volume and Issue:
6(8), P. 1472 - 1484
Published: Aug. 22, 2024
Forecasting
stock
prices
and
market
trends
is
critical
to
financial
decision-making,
leveraging
historical
data
predict
future
behavior.
This
paper
explores
the
importance
of
data,
including
price
history,
trading
volume,
economic
indicators,
in
developing
accurate
forecasting
models.
It
addresses
challenges
volatility,
external
influences
such
as
events
political
changes,
limitations
quality
availability.
Advanced
tools
technologies,
algorithmic
trading,
artificial
intelligence,
big
analytics,
are
highlighted
for
enhancing
accuracy.
The
practical
implications
individual
institutional
investors
discussed,
emphasizing
improved
investment
strategies,
risk
management,
portfolio
diversification.
also
suggests
research
directions,
focusing
on
integrating
alternative
sources,
hybrid
models,
advancing
AI
techniques,
incorporating
behavioral
finance
insights.
These
advancements
aim
refine
ultimately
leading
more
informed
decisions
greater
efficiency.
Keywords:
Stock
Forecasting,
Historical
Data,
Market
Volatility,
Investment
Strategies
Advances in computational intelligence and robotics book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 391 - 410
Published: Oct. 18, 2024
This
chapter
comprehensively
examines
the
ethical
considerations
surrounding
integrating
artificial
intelligence
(AI)
in
financial
sector.
It
begins
by
establishing
a
foundational
understanding
of
AI
ethics,
emphasizing
integrity,
fairness,
and
accountability.
The
explores
challenge
bias
models,
discussing
sources
implications
while
offering
strategies
for
mitigation.
delves
into
impact
on
economic
outcomes,
highlighting
benefits
such
as
improved
decision-making
customer
satisfaction.
Additionally,
it
provides
guidance
fair
implementation
finance,
addressing
regulatory
compliance.
best
actions
usage
finance
are
outlined.
In
conclusion,
summarizes
key
insights
emphasizes
ongoing
need
vigilance
commitment
to
moral
principles
evolving
landscape
AI.
