Sustainability,
Journal Year:
2023,
Volume and Issue:
15(21), P. 15365 - 15365
Published: Oct. 27, 2023
Urban
tourism
imagery
is
an
essential
factor
affecting
the
competitiveness
of
cities.
However,
most
existing
studies
use
small
data
methods
such
as
interviews
and
questionnaires
to
explore
tourists’
perceptions
cities
without
combining
big
for
analysis.
In
addition,
there
relatively
little
research
on
coastal
Therefore,
this
study
analyzes
from
523
travelogues
a
three-dimensional
perspective
identity,
structure,
meaning,
using
BERTopic,
aiming
perceived
by
tourists.
The
results
show
following:
(1)
terms
Sanya’s
urban
has
attribute
“external
explicit-internal
implicit”,
which
satisfies
visual
spiritual
experiences.
(2)
Regarding
Sanya
clear
regional
division
core–edge
diffusion
distribution
among
regions.
(3)
attitudes
toward
are
polarized.
Positive
emotions
predominate
in
overall
perception
but
25%
negative
require
urgent
attention.
This
provides
reference
sustainable
development
marketing
management
destinations.
Journal of theoretical and applied electronic commerce research,
Journal Year:
2024,
Volume and Issue:
19(2), P. 743 - 773
Published: April 1, 2024
The
tourism
sector
plays
a
crucial
role
in
the
global
economy,
encompassing
both
physical
infrastructure
and
cultural
engagement.
Indonesia
has
wide
range
of
attractions
experienced
remarkable
growth,
with
Bali
as
notable
example
this.
With
rapid
advancements
technology,
travelers
now
have
freedom
to
explore
independently,
while
online
travel
agencies
(OTAs)
serve
important
resources.
Reviews
from
tourists
significantly
impact
service
quality
perception
destinations,
text
mining
is
valuable
tool
for
extracting
insights
unstructured
review
data.
This
research
integrates
multiclass
classification
network
analysis
uncover
tourists’
behavioral
patterns
through
their
perceptions
movement.
study
innovates
beyond
conventional
sentiment
cognitive
image
dimensions
explores
correlation
between
different
dimensions.
We
find
that
destinations
generally
receive
positive
feedback,
80.36%
reviews,
natural
being
most
aspect
least
aspect.
highlight
qualitative
experiences
do
not
always
align
quantitative
cost-effectiveness
evaluations.
Through
analysis,
we
identify
tourist
mobility,
highlighting
three
clusters
cater
diverse
preferences.
underscores
need
strategically
adapt
varied
expectations,
enhancing
appeal
aligning
services
preferences
elevate
destination
competitiveness
increase
satisfaction.
Cogent Social Sciences,
Journal Year:
2023,
Volume and Issue:
9(1)
Published: Aug. 1, 2023
More
than
50
years
have
passed
since
the
first
article
on
destination
image
was
published,
and
this
body
of
research
is
still
one
most
popular
topics
in
tourism
studies.
However,
limited
has
focused
recent
advancements
emerging
trends
research.
Therefore,
there
a
pressing
need
for
comprehensive
up-to-date
review
to
evaluate
its
progress,
identify
key
features,
explore
future
possibilities.
Employing
meta-analysis
methodology,
study
scrutinized
178
articles
from
11
esteemed
academic
journals
published
between
January
2012
April
2023.
The
analysis
encompasses
various
aspects,
including
publication
trends,
journal
distribution,
productive
authors,
methods.
Furthermore,
introduces
concept
"e-WOM
image,"
which
offers
profound
understanding
intricate
associations
among
within
domain
exploration
image"
as
potential
field
holds
promise
advancing
coming
years.
Tourism Management,
Journal Year:
2024,
Volume and Issue:
106, P. 105019 - 105019
Published: Aug. 2, 2024
This
study
examines
the
satisfaction
and
sustainability
concerns
of
whale-watching
tourists
by
analysing
user-generated
content
(UGC)
on
social
media.
A
model
was
developed
estimated
utilising
an
ordered
probit
analysis
with
UGC
data
from
TripAdvisor
over
last
13
years
that
includes
a
specific
lexicon.
The
addresses
most
physical,
human,
environmental,
experiential,
operational
aspects
activity,
including
consumers'
feelings
concerns.
significance
variables
in
proven
available
empirical
data.
findings
provide
comprehensive
description
underpinnings
whale
watchers'
preferences
evidence
reveals
compelling
trends
towards
higher
influencing
satisfaction,
providing
valuable
information
for
industry
its
decision-makers
understanding
tourism.
Tourism Management,
Journal Year:
2024,
Volume and Issue:
106, P. 105022 - 105022
Published: Aug. 8, 2024
In
the
dynamic
field
of
destination
management,
maintaining
a
destination's
competitiveness
requires
understanding
evolving
preferences
tourists.
However,
current
research
often
adopts
static
approach,
failing
to
capture
nature
tourist
needs
and
destination.
To
address
this,
we
introduce
novel
approach
using
user-generated
content
from
various
social
media
platforms
over
six-year
period
assess
key
attributes
that
influence
competitiveness.
The
results
indicate
in
deciding
are
not
fixed,
with
some
remaining
stable
factors
competitiveness,
while
others
fluctuate
time.
Attributes
even
alter
their
competitive
standing
could
significantly
impact
overall
This
contributes
model
allows
managers
adapt
strategies
real
time,
aligning
market
conditions
enhancing
tourism
industry.
PLoS ONE,
Journal Year:
2025,
Volume and Issue:
20(2), P. e0318846 - e0318846
Published: Feb. 7, 2025
Perceptual
recognition
of
tourist
destinations
is
vital
in
representing
the
destination
image,
supporting
management
decision-making,
and
promoting
tourism
recommendations.
However,
previous
studies
on
perception
have
limitations
regarding
accuracy
completeness
related
to
research
methods.
This
study
addresses
these
by
proposing
an
efficient
strategy
achieve
precise
perceptual
while
ensuring
integrity
user-generated
content
(UGC)
data
dimensions.
We
integrated
various
types
UGC
data,
including
images,
texts,
spatiotemporal
information,
create
a
comprehensive
dataset.
Then,
we
adopted
improved
Inception
V3
model,
bidirectional
long
short-term
memory
network
(BiLSTM)
model
with
multi-head
attention,
geographic
information
system
(GIS)
technology
recognize
basic
feature
from
dataset,
such
as
content,
sentiment,
dimensions
achieving
over
97%.
Finally,
progressive
dimension
combination
method
was
proposed
visualize
analyze
multiple
perceptions.
An
experimental
case
demonstrated
strategy’s
effectiveness,
focusing
tourists’
perceptions
Datong,
China.
Experimental
results
show
that
approach
feasible
for
studying
perception.
Content
perception,
sentiment
Datong’s
spatial
temporal
characteristics
were
recognized
analyzed
efficiently.
offers
valuable
guidance
reference
framework
selecting
methods
technical
routes
Sustainability,
Journal Year:
2025,
Volume and Issue:
17(6), P. 2569 - 2569
Published: March 14, 2025
Balancing
tourism
seasonality
remains
a
significant
challenge
in
the
management
of
tourist
attractions.
Despite
existing
research
on
impact
from
perspectives
intention
cognition
and
spatial
theory,
gaps
still
exist
relevant
literature.
This
study
examines
16
5A-level
scenic
spots
China
with
peak-season,
flat-season,
off-season
themes,
utilizing
8385
reviews
Ctrip.com
as
data.
The
LDA
topic
model
is
employed
to
analyze
destination
image
(TDI)
under
destination,
level
(SL)
combined
hierarchy
these
images.
findings
reveal
an
association
between
TDI
SL
destination.
For
instance,
peak-season
themes
(e.g.,
‘viewing
scenery’)
exhibit
support
0.789,
while
‘relaxed
itinerary’)
reach
0.682,
reflecting
tourists’
prioritization
functional
versus
psychological
dimensions
across
seasons.
proposed
TDI-SL
correlation
theory
bridges
supply-side
resource
allocation
perceptual
dynamics,
offering
novel
framework
rebalance
seasonal
demand–supply
through
strategic
planning
recalibration.
Practically,
this
guides
managers
design
season-specific
strategies,
such
optimizing
crowd
peak
seasons
or
promoting
immersive
experiences
off-seasons.
Journal Of Vacation Marketing,
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 21, 2025
Digital
technology
represents
a
powerful
tool
for
the
market
competitiveness
of
cultural
heritage
sites.
However,
destination
content
marketing
research
has
received
limited
attention
from
gamification
digital
perspective.
Concerning
tourism
advertising
effects
(AIEDA)
model
and
four-phase
interest
development,
this
study
investigated
impact
form
(gamification
vs.
non-gamification)
on
images
in
two
experiments.
Study
1
examined
confirmed
that
(vs.
fosters
better
image.
Moreover,
awakening
perceived
attractiveness
mediated
relationship.
2
further
revealed
moderating
role
storyteller
image's
symbolism.
When
storyteller's
symbolism
is
low,
more
conducive
to
establishing
an
excellent
image;
however,
storytellers
with
high
do
not
have
significant
effects.
Our
provides
theoretical
practical
implications
how
practitioners
can
harness
marketing.
