Recent Emerging Techniques in Explainable Artificial Intelligence to Enhance the Interpretable and Understanding of AI Models for Human
Neural Processing Letters,
Journal Year:
2025,
Volume and Issue:
57(1)
Published: Feb. 7, 2025
Language: Английский
The role of IoT and XAI convergence in the prediction, explanation, and decision of customer perceived value (CPV) in SMEs: a theoretical framework and research proposition perspective
Discover Internet of Things,
Journal Year:
2025,
Volume and Issue:
5(1)
Published: Jan. 11, 2025
The
goal
of
this
study
is
to
look
at
how
the
convergence
IoT
and
XAI
(IoT-XAI)
effects
explanation,
prediction,
decision-making
on
customer
perceived
value
(CPV)
in
SMEs,
utilising
CPV
IoT-XAI
theories.
This
also
investigates
customer-IoT
interaction
influences
deep
learning
(DL)
model
prediction
CPV,
as
well
explanation
decision
making
prediction.
literature
interaction,
physical
objects,
data
analysis,
model,
XAI,
was
reviewed
develop
a
theoretical
framework
for
investigating
relationships
between
convergence,
towards
personalised
marketing.
research
propositions
are
depicted
Fig.
1.
Drawing
used
study,
eight
key
were
developed
relationship
customers,
IoT,
DL,
decision.
According
created
propositions,
generates
data,
which
then
converted
into
structured
by
analytics
fed
DL
models
As
result,
produce
explanations
decisions
based
DL-enabled
guides
personalise
paper
explains
SMEs
may
leverage
capabilities
generate
modify
their
personalize
marketing
methods.
Language: Английский
Understanding customer loyalty-aware recommender systems in E-commerce: an analytical perspective
Electronic Commerce Research,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 20, 2025
Language: Английский
Education in the Era of Generative AI
Suvidha Agarwal,
No information about this author
Preeta Rajiv Sivaraman
No information about this author
Advances in computational intelligence and robotics book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 223 - 248
Published: Sept. 18, 2024
Gen
artificial
intelligence
(AI)
is
revolutionizing
the
higher
education
sector
by
employing
deep
learning
models
to
generate
information
that
closely
mimics
human
content.
However,
its
introduction
into
educational
settings
raises
questions
about
factors
like
academic
integrity,
moral
ethics
and
potential
impacts
on
critical
thinking
skills.
The
emergence
of
generative
may
seem
be
a
reason
for
concern
which
has
led
swift
prohibitions
organizations
agencies.
chapter
proposes
put
in
detail
benefits
using
Generative
AI
stakeholders
sector,
along
with
values
taken
care
thereby
avoiding
reasons
negate
usage
AI.
This
will
cover
use
different
settings,
tools
methods
employed,
efficiency
GAI
enhancing
teaching
learning,
influence
student
outcomes,
possible
drawbacks
dilemmas
related
application.
Language: Английский
Impact of Artificial Intelligence on Marketing and Consumer Decision-Making
Syed Aijaz Ahmad,
No information about this author
Maroof Ahmad Mir
No information about this author
Advances in computational intelligence and robotics book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 169 - 188
Published: Sept. 13, 2024
ABSTRACT
Author
1
Dr.
Syed
Aijaz
Ahmad
Professor-
Marketing
Asian
School
of
Business
2
Maroof
Mir
Dean
Academics,
Abstract:
Impact
Artificial
Intelligence
on
and
Consumer
Decision-Making
(AI)
is
revolutionizing
the
marketing
landscape
by
enhancing
personalization,
optimizing
advertising
strategies,
transforming
consumer
interactions.
This
paper
explores
profound
impact
AI
how
it
influences
decision-making,
highlighting
several
key
areas
where
technologies
are
making
a
significant
difference.
AI-driven
personalization
allows
marketers
to
create
tailored
experiences
for
consumers,
leveraging
data
deliver
highly
relevant
recommendations,
content,
advertisements.
Personalization
at
scale
not
only
increases
engagement
satisfaction
but
also
enhances
likelihood
conversion.
Language: Английский
Transformative Potential and Ethical Challenges of Generative AI in E-Commerce
Shilpa Narula,
No information about this author
Anam Afaq,
No information about this author
shikha Nagar
No information about this author
et al.
Advances in computational intelligence and robotics book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 317 - 336
Published: Sept. 18, 2024
This
chapter
depicts
how
generative
AI
can
redefine
the
e-commerce
industry
through
enhanced
personalised
experience,
dynamic
pricing,
and
operational
efficiency.
However,
also
illustrates
be
accompanied
by
problems
in
terms
of
biases
ethical
challenges.
discusses
ways
to
uncover,
tackle,
prevent
bias
systems
ensure
that
no
customers
are
discriminated
against.
The
highlights
necessity
accountability,
transparency,
robust
privacy
standards
decision-making
win
over
users
uphold
standards.
Generative
development
is
expected
become
increasingly
important
when
used
with
accountability.
In
this
way,
promote
justice,
trust,
achieve
sustainable
digital
economy
growth
as
develops.
As
grows,
AIs
fairness,
restore
confidence,
drive
development.
Language: Английский
Promises, Opportunities, and Challenges
Advances in computational intelligence and robotics book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 29 - 52
Published: Sept. 13, 2024
This
chapter
explores
how
generative
artificial
intelligence
(AI)
is
revolutionizing
healthcare
by
enhancing
efficiency
and
creating
new
opportunities.
Utilizing
Large
Language
Models
advanced
Conversational
AI,
this
technology
transforming
patient
care,
medical
documentation,
research
optimizing
processes,
improving
diagnostic
accuracy,
increasing
engagement,
simplifying
research.
Key
advancements
include
synthetic
data
creation,
empathy
bubbles
for
professional
education,
clinical
administrative
support.
However,
integrating
AI
in
raises
critical
issues
such
as
safety,
regulatory
compliance,
privacy,
copyright
concerns.
Addressing
these
challenges
through
customized
responses,
better
user
interfaces,
collaboration
among
organizations,
pharmaceutical
companies,
bodies
essential
harnessing
AI's
full
potential.
offers
a
comprehensive
evaluation
of
impact
the
obstacles
that
must
be
overcome
its
effective
use
healthcare.
Language: Английский
Integrating Generative AI-Driven Learning Programs to Enhance Marketing Skills
Shefali Mishra,
No information about this author
Anam Afaq,
No information about this author
Tapas Kumar Mishra
No information about this author
et al.
Advances in computational intelligence and robotics book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 189 - 226
Published: Sept. 13, 2024
In
today's
era
of
advancements
in
autonomous
learning
solutions,
based
on
generative
AI
technologies
like
marquess
may
also
help
revolutionize
and
infuse
cutting-edge
marketing
skills
at
scale.
this
chapter,
we
look
the
tremendous
opportunities
that
poses
for
personalized
experiences,
which
are
adaptive
interactive
-
encouraging
creative
thinking,
strategic
reasoning
among
professionals.
By
leveraging
sophisticated
educators
can
offer
content
caters
to
each
student's
unique
preferences.
Generative
applications
education,
possible
benefits
challenges
regarding
these
issues
outlined.
The
implications
future
directions
integrating
within
curricula
then
examined
through
case
studies
empirical
research.
These
results
suggest
AI-powered
platforms
impact
not
only
improving
educational
outcomes
but
preparing
professionals
deal
with
ever-evolving
requirements
modern
marketers.
Language: Английский
Generative AI's Impact on the Hospitality Industry
Advances in computational intelligence and robotics book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 243 - 266
Published: Sept. 13, 2024
This
chapter
explores
the
ethical
use
of
generative
AI
in
hospitality
industry,
with
a
focus
on
preserving
customer
privacy
and
ensuring
responsible
technology.
can
be
accomplished
by
giving
people
chance
to
create
transparent
data
governance,
privacy-preserving
methods,
urgent
need
for
algorithmic
auditing
reduce
bias.
provides
organisational
preparedness
insights
seamless
transition
hotel
sector.
The
also
discusses
factors
that
influence
effective
application
such
technology
necessity
upskilling
personnel
order
maximise
potential
technological
advancements.
It
examines
applications
sector,
including
frameworks
AI-driven
ROI
assessments
business
impacts
creativity,
product
creation,
strategic
decision-making.
aims
equip
leaders
tools
properly
integrate
intelligent
solutions
advocating
human-centred
design
principles
encouraging
cross-functional
collaboration.
Language: Английский