Mental Health Sentiment Analysis on Social Media TikTok with the Naïve Bayes Algorithm
2021 4th International Conference of Computer and Informatics Engineering (IC2IE),
Journal Year:
2023,
Volume and Issue:
unknown, P. 186 - 191
Published: Sept. 14, 2023
Mental
health
disorders
can
affect
a
person's
emotions
and
behavior
impact
their
daily
activities.
The
most
serious
consequence
of
poor
mental
is
death
by
suicide.
problem
in
this
research
about
which
be
analyzed
using
the
field
natural
language
processing
with
science
sentiment
analysis
on
developing
TikTok
platform.
Content
contained
platform
will
have
comments
made
fellow
users,
then
these
are
collected
for
analysis.
This
study
utilizes
classification
algorithm,
namely
naïve
Bayes.
dataset
obtained
preprocessed
text
first,
process
from
TF-IDF
used
to
able
see
appearance
words
data.
data
6300
results
accuracy
as
measured
metric
evaluation
produces
80.95%.
focuses
positive
negative
sentiments.
With
visualization,
that
often
appear
tired,
sick,
hurt
comments.
Meanwhile,
able,
passionate,
strong,
happy.
Language: Английский
Case 7: TikTok Tales: Unravelling the Penang State Museum’s Content Strategy for Enhanced Audience Engagement
Published: Jan. 1, 2024
This
case
study
examines
the
Penang
State
Museum's
strategic
use
of
TikTok,
a
micro-video
sharing
platform,
to
increase
audience
engagement
and
effectively
promote
museum
activities.
Through
two-stage
analysis,
identifies
investigates
obstacles
faces
when
creating
engaging
TikTok
content.
In
addition,
it
significant
impact
on
visitor
engagement,
illuminating
social
media
platform's
potential
for
museums
connect
with
younger
demographics.
aims
provide
actionable
recommendations
other
seeking
leverage
as
an
effective
marketing
tool.
equips
cultural
heritage
institutions
strategies
thriving
in
digital
age
by
emphasising
importance
fresh
content,
fostering
collaborations
staff
members,
maximising
cross-promotion
across
multiple
platforms.
By
adopting
these
recommendations,
can
maximise
TikTok's
enhance
experiences,
expand
their
reach,
showcase
offerings
broader
more
diverse
audience.
serve
quick
reference
professionals
marketers,
providing
road
map
navigating
challenges
opportunities
presented
dynamic
landscape
achieving
meaningful
increasingly
world.
Language: Английский