The International journal of networked and distributed computing,
Journal Year:
2024,
Volume and Issue:
13(1)
Published: Dec. 12, 2024
Abstract
In
this
study,
aimed
at
achieving
Society
5.0,
we
explore
efficient
development
methods
for
services
tailored
to
individual
user
needs.
The
diversification
of
demographics
has
led
swiftly
changing
service
demands,
increasing
the
necessity
personalized
adaptation.
However,
developing
users
requires
specialized
knowledge
and
incurs
high
costs.
This
research
focuses
on
technologies
that
enable
through
a
concrete
understanding
Utilizing
an
interactive
needs
extraction
system
with
virtual
agent
(VA)
developed
in
prior
studies,
along
Sharing
Upcycling
Cases
Context
Evaluation
Efficient
Software
Development
(SUCCEED)
system,
aim
automate
provide
developers
relevant
insights.
Prior
found
it
challenging
grasp
outline
be
from
statements.
new
method
using
large
language
models
(LLM)
enabled
automatic
novel
Experiments
have
shown
potential
automatically
insights
67%
ideal
Journal of Engineering Design,
Journal Year:
2024,
Volume and Issue:
35(2), P. 131 - 158
Published: Jan. 16, 2024
Existing
product
service
system
(PSS)-related
reviews
rarely
probe
into
the
evolution
of
PSS-related
research
topics,
leaving
it
difficult
for
researchers
to
grasp
development
process
PSS
research.
The
current
study,
by
constructing
an
evolutionary
graph
aims
elucidate
Bibliometric
analysis
and
topic
modelling
have
been
combined
construct
topics
2753
records
from
2000
2023.
clustering
time-zone
graphs
co-occurring
keywords
constructed
using
Citespace
tool
determine
four
fields.
mined
abstracts
in
each
year's
corpus
via
Latent
Dirichlet
Allocation
(LDA)
algorithm.
labels
determined
analysing
distribution
words
combination
with
emerging
keywords.
Each
label
has
assigned
corresponding
field,
resulting
topics.
Then,
route
summarised
analysed
detail.
outcomes
reveal
that
digital
smart
technologies
a
profound
impact
on
PSS.
On
this
basis,
several
agendas
are
proposed
future
studies.
Proceedings of the Design Society,
Journal Year:
2024,
Volume and Issue:
4, P. 2149 - 2158
Published: May 1, 2024
Abstract
Despite
its
transformative
impact,
a
systematic
approach
to
Smart
PSS
development
remains
elusive.
Addressing
this,
the
study
introduces
dynamic
conceptual
model
named
DHSmart
and
accompanying
canvas,
adaptable
various
contexts
technological
advancements.
Notably,
it
offers
structured
designing
‘Smart’
in
PSS,
capturing
interplay
between
data,
humans,
smart
systems
while
directing
digitalisation
that
achieves
competitive
advantage.
It
also
serves
as
unifying
framework,
enabling
meaningful
interdisciplinary
contributions
theory
practice.
