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Negative Impacts of Social Media
on Adolescent Users’ Personality
Presented by: Md. Tanvir Alam Anik
Social Media
• Social Media: A network, A net of
relations
• Ex: Facebook, Twitter etc.
• Facebook: The most ubiquitous on...
Facebook
Positive
Or
Negative

03.03.14

Slide 3 of 10
Some Aspects
• Information Source - SNS Search
– Search information through
posts/groups/pages

• Online Communication
– C...
Related Works

03.03.14

Slide 5 of 10
Related Works
• Figure out people from his/her social
networking activities.
• Personality can be measured
• Personality p...
The big five model

03.03.14

MIPRO 2012

Slide 7 of 10
Predicting Personality with Social Behavior
Sibel and Jennifer[2012]

• Analyze Social Behaviors
–
–
–
–
–

Nextwork Bandw...
What Are They Blogging About?
Personality, Topic and Motivation in Blogs
Gill et al. [2009]

03.03.14

Slide 9 of 10
Negative Impacts
•
•
•
•

03.03.14

Psychological Disorders
Internet Addiction
Premature Relationships
Aggressive Behavior...
Problem Formulation
• Adolescents Social Networking

•
•
•
•
03.03.14

– 70% of teens use social media sites on
daily basi...
Problem Formulation- Timeline
Anonymous Adolescent Male Users’ Timeline
Posting to
groups

03.03.14

Un
Un kn
o
k no w
n
w...
Timeline Analysis
• Development of Facebook App.
• Survey through questionnaire
• NLP

03.03.14

Slide 13 of 10
Result Scoring
• Score negative personalities
– Change in behavior
– Offline influence

• Comparison
– Previous condition
...
Targeted Users
• Survey will be conducted on
– English medium facebook users of
Bangladesh
• Class 7 to O Levels

03.03.14...
New ideas and future work
• Machine learning approaches
• Supervised and unsupervised learning of
facebook data

03.03.14
...
Thank you for your attention.
QUESTIONS?
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Negative impacts of social media

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Negative impacts of social media

  1. 1. Negative Impacts of Social Media on Adolescent Users’ Personality Presented by: Md. Tanvir Alam Anik
  2. 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 03.03.14 Slide 2 of 10
  3. 3. Facebook Positive Or Negative 03.03.14 Slide 3 of 10
  4. 4. Some Aspects • Information Source - SNS Search – Search information through posts/groups/pages • Online Communication – Chatting – Inboxing – Status Updates… 03.03.14 Slide 4 of 10
  5. 5. Related Works 03.03.14 Slide 5 of 10
  6. 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. 03.03.14 Slide 6 of 10
  7. 7. The big five model 03.03.14 MIPRO 2012 Slide 7 of 10
  8. 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 03.03.14 Slide 8 of 10
  9. 9. What Are They Blogging About? Personality, Topic and Motivation in Blogs Gill et al. [2009] 03.03.14 Slide 9 of 10
  10. 10. Negative Impacts • • • • 03.03.14 Psychological Disorders Internet Addiction Premature Relationships Aggressive Behavior… Slide 10 of 10
  11. 11. Problem Formulation • Adolescents Social Networking • • • • 03.03.14 – 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 Slide 11 of 10
  12. 12. Problem Formulation- Timeline Anonymous Adolescent Male Users’ Timeline Posting to groups 03.03.14 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) Slide 12 of 10
  13. 13. Timeline Analysis • Development of Facebook App. • Survey through questionnaire • NLP 03.03.14 Slide 13 of 10
  14. 14. Result Scoring • Score negative personalities – Change in behavior – Offline influence • Comparison – Previous condition – Present condition after using facebook 03.03.14 Slide 14 of 10
  15. 15. Targeted Users • Survey will be conducted on – English medium facebook users of Bangladesh • Class 7 to O Levels 03.03.14 Slide 15 of 10
  16. 16. New ideas and future work • Machine learning approaches • Supervised and unsupervised learning of facebook data 03.03.14 MIPRO 2012 Slide 16 of 10
  17. 17. Thank you for your attention. QUESTIONS?

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