The document discusses negative impacts of social media on adolescent users' personality. It notes that 70% of teens use social media daily, spending significant time making friends online and joining groups. The document proposes analyzing the timeline of an anonymous adolescent male user's Facebook activity over time, scoring any negative changes in behavior or offline influences, and comparing to his previous personality. A survey of Bangladeshi Facebook users ages 12-18 would then measure any impacts of social media on their personalities. Future work could involve machine learning approaches to analyze patterns in Facebook data and personality changes.

1. Negative Impacts of Social Media
on Adolescent Users’ Personality
Presented by: Md. Tanvir Alam Anik

2. Social Media
• Social Media: A network, A net of
relations
• Ex: Facebook, Twitter etc.
• Facebook: The most ubiquitous online
environments.
• Users: 1 billion monthly active users
and more than half a billion daily active
users
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3. Facebook
Positive
Or
Negative
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4. Some Aspects
• Information Source - SNS Search
– Search information through
posts/groups/pages
• Online Communication
– Chatting
– Inboxing
– Status Updates…
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5. Related Works
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6. Related Works
• Figure out people from his/her social
networking activities.
• Personality can be measured
• Personality predicted combining five
parameters: Openness,
Conscientiousness, extroversion,
Ageeableness, and Neuroticism factors.
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7. The big five model
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MIPRO 2012
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8. Predicting Personality with Social Behavior
Sibel and Jennifer[2012]
• Analyze Social Behaviors
–
–
–
–
–
Nextwork Bandwidth (NET)
Message Content (MSG)
Reciprocity of actions (REC)
Informativeness (INF)
Homophily (HOM)
• All the previous features computed for the
person’s friends to understand her social circle
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9. What Are They Blogging About?
Personality, Topic and Motivation in Blogs
Gill et al. [2009]
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10. Negative Impacts
•
•
•
•
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Psychological Disorders
Internet Addiction
Premature Relationships
Aggressive Behavior…
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11. Problem Formulation
• Adolescents Social Networking
•
•
•
•
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– 70% of teens use social media sites on
daily basis and nearly one in four teens hit
their favorite social-media sites 10 or
more times a day [Survey on 2011]
Spending significant times
Making friends with unknowns
Becoming members of offensive groups
Religious Impacts
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12. Problem Formulation- Timeline
Anonymous Adolescent Male Users’ Timeline
Posting to
groups
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Un
Un kn
o
k no w
n
wn In
f
Inf lu
e
lue nc
e
nce r
r
Relationship
Status Change
Fem
Fem a
e
alle Fr
Friien
d
end s
s
Gro
Gr o u p
up Me
Me m b
mb er
s
er s
Jo
Jo ine
ine d F
d F ac
e
ace bo
boo k
o
k
Network Size
Increasing
Change in offline
activities
Timeline of
Facebook
(20xx-2014)
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13. Timeline Analysis
• Development of Facebook App.
• Survey through questionnaire
• NLP
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14. Result Scoring
• Score negative personalities
– Change in behavior
– Offline influence
• Comparison
– Previous condition
– Present condition after using facebook
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15. Targeted Users
• Survey will be conducted on
– English medium facebook users of
Bangladesh
• Class 7 to O Levels
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16. New ideas and future work
• Machine learning approaches
• Supervised and unsupervised learning of
facebook data
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MIPRO 2012
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17. Thank you for your attention.
QUESTIONS?