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Negative impacts of social media
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Negative Impacts of Social Media on Adolescent Users’
Personality Presented by: Md. Tanvir Alam Anik
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09.04.23 Slide 2 of 10
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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09.04.23 Slide 3 of 10
Positive Or Negative
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09.04.23 Slide 4 of 10
Some Aspects
• Information Source - SNS Search – Search information through
posts/groups/pages
• Online Communication– Chatting– Inboxing– Status Updates…
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09.04.23 Slide 5 of 10
Related Works
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09.04.23 Slide 6 of 10
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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09.04.23 MIPRO 2012 Slide 7 of 10
The big five model
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09.04.23 Slide 8 of 10
Predicting Personality with Social BehaviorSibel 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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09.04.23 Slide 9 of 10
What Are They Blogging About? Personality, Topic and Motivation in Blogs
Gill et al. [2009]
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09.04.23 Slide 10 of 10
Negative Impacts
• Psychological Disorders• Internet Addiction• Premature Relationships• Aggressive Behavior…
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09.04.23 Slide 11 of 10
Problem Formulation
• Adolescents Social Networking– 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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09.04.23 Slide 12 of 10
Problem Formulation- Timeline Anonymous Adolescent Male Users’ Timeline
Join
ed F
aceb
ook
Join
ed F
aceb
ook
Network Size Increasing
Gro
up M
embe
rs
Gro
up M
embe
rs
Posting to groups
Fem
ale
Frie
nds
Fem
ale
Frie
nds
Relationship Status Change
Timeline of Facebook
(20xx-2014)
Unk
now
n In
fluen
cer
Unk
now
n In
fluen
cer
Change in offline activities
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09.04.23 Slide 13 of 10
Timeline Analysis
•Development of Facebook App.
•Survey through questionnaire
•NLP
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09.04.23 Slide 14 of 10
Result Scoring
• Score negative personalities– Change in behavior– Offline influence
• Comparison– Previous condition– Present condition after using facebook
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09.04.23 Slide 15 of 10
Targeted Users
• Survey will be conducted on– English medium facebook users of
Bangladesh• Class 7 to O Levels
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09.04.23 MIPRO 2012 Slide 16 of 10
New ideas and future work• Machine learning approaches• Supervised and unsupervised
learning of facebook data
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Thank you for your attention.QUESTIONS?