SlideShare ist ein Scribd-Unternehmen logo
1 von 9
Downloaden Sie, um offline zu lesen
18 206
SUICIDES
2
* SOURCE: Russian Statistic Committee 2018
≈ 19 092
TRAFFIC ACCIDENTS
SUICIDES
PER MONTH
~1 500
CALLS ON A
HOTLINE
PER MONTH
~3 800
MESSAGES ONLINE ABOUT
INTENSIONS OF SELF-
HARM PER MONTH
~10 000
«…I need help, but nobody answered
the phone
…they answered only on the third time»
*SOURCES: Russian Statistic Committee, 2018
Department of labor and social protection of the population of Moscow, 2018
Brand Analytics Monitoring System, August-July 2019
4
100 MLN PEOPLE
38 097
29 551
23 771
22 340
11 068
5 185
Vkontakte
Instagram
Odnoklassniki
Facebook
LiveJournal
Mail.ru // My
world
AUDIENCE PER MONTH
* SOURCE: Mediascope , Web Index, September 2019, Monthly Reach% and thousands people, All
69%
12%
9%
6%
3% 1%
SOURCES WHERE SUICIDE WAS
MENTIONED
vk.com
youtube.com
instagram.com
facebook.com
ok.ru
otvet.mail.ru
5
younger than 18 y.o.
18 – 24 y.o.
25 – 34 y.o.
35 – 44 y.o.
45 – 54 y.o.
55 y.o. and older
USERS WHO MENTIONED
AN INTENTION TO COMMIT SUICIDE ON
SOCIAL MEDIA (DISTRIBUTION BY AGE)
692 children
committed
suicide in 2017,
788 in 2018
14%
SOURCES: Russian Investigating Committee, 2018
Brand Analytics Monitoring System, August-July 2019
6
* SOURCE: Brand Analytics Monitoring System, 2019
… AND BEFORE THEY KILLED THEMSELVES,
THEY WROTE ABOUT IT ON THE INTERNET.
INTERACTION
DETECTION OF
SUICIDE
INTENTIONMONITORING
&ANALYSIS
MACHINE
LEARNING
COLLECTING
SML
BIG DATA
SEARCH
QUERIES
TESTING
• Identified threads are
sent to the specialists
for immediate interaction
• Or a moderator with the
qualification of a
psychiatrist is
embedded in the
dialogue to provide
first aid
• Specially trained
moderators
explore
conversations and
threads in real
time, in order to
identify potential
suicide victims
• Automatic detection
of the tone when
mentioning suicide
with an accuracy of
85-90%
• Human analysis
• Machine-learning
algorithms
categorize
messages, identify
media field trends,
aggression,
recognize texts on
images, etc.
• Data collection on
the Internet: social
media, forums,
blogs, video
hosting, review
sites, media, open
chats in
messengers
• Preparation and testing
of the linguistic query
with various word
forms, meanings and
specific terms linked to
suicide, including
depression, loneliness
etc.
7
8
1. WE SHOULD BE IN PLACES WHERE PEOPLE DISCUSS IT
2. WE SHOULD BE THERE BEFORE THEY MAKE A DECISION
3. WE HAVE TO PREVENT IT WHEN POSSIBLE, USING
MARKETING AND AI TECHNOLOGIES
I4ADA 2019 - presentatiob oleg volkosh

Weitere ähnliche Inhalte

Kürzlich hochgeladen

Understanding Post Production changes (PPC) in Clinical Data Management (CDM)...
Understanding Post Production changes (PPC) in Clinical Data Management (CDM)...Understanding Post Production changes (PPC) in Clinical Data Management (CDM)...
Understanding Post Production changes (PPC) in Clinical Data Management (CDM)...soumyapottola
 
Testing and Development Challenges for Complex Cyber-Physical Systems: Insigh...
Testing and Development Challenges for Complex Cyber-Physical Systems: Insigh...Testing and Development Challenges for Complex Cyber-Physical Systems: Insigh...
Testing and Development Challenges for Complex Cyber-Physical Systems: Insigh...Sebastiano Panichella
 
05.02 MMC - Assignment 4 - Image Attribution Lovepreet.pptx
05.02 MMC - Assignment 4 - Image Attribution Lovepreet.pptx05.02 MMC - Assignment 4 - Image Attribution Lovepreet.pptx
05.02 MMC - Assignment 4 - Image Attribution Lovepreet.pptxerickamwana1
 
Testing with Fewer Resources: Toward Adaptive Approaches for Cost-effective ...
Testing with Fewer Resources:  Toward Adaptive Approaches for Cost-effective ...Testing with Fewer Resources:  Toward Adaptive Approaches for Cost-effective ...
Testing with Fewer Resources: Toward Adaptive Approaches for Cost-effective ...Sebastiano Panichella
 
Sunlight Spectacle 2024 Practical Action Launch Event 2024-04-08
Sunlight Spectacle 2024 Practical Action Launch Event 2024-04-08Sunlight Spectacle 2024 Practical Action Launch Event 2024-04-08
Sunlight Spectacle 2024 Practical Action Launch Event 2024-04-08LloydHelferty
 
Basic overview of nerve conduction studies
Basic overview of nerve conduction studiesBasic overview of nerve conduction studies
Basic overview of nerve conduction studiesDrAbdulAli1
 
Understanding Cyberbullying Laws in Canada's Criminal Code
Understanding Cyberbullying Laws in Canada's Criminal CodeUnderstanding Cyberbullying Laws in Canada's Criminal Code
Understanding Cyberbullying Laws in Canada's Criminal CodeBrian Markle
 
Don't Miss Out: Strategies for Making the Most of the Ethena DigitalOpportunity
Don't Miss Out: Strategies for Making the Most of the Ethena DigitalOpportunityDon't Miss Out: Strategies for Making the Most of the Ethena DigitalOpportunity
Don't Miss Out: Strategies for Making the Most of the Ethena DigitalOpportunityApp Ethena
 
cse-csp batch4 review-1.1.pptx cyber security
cse-csp batch4 review-1.1.pptx cyber securitycse-csp batch4 review-1.1.pptx cyber security
cse-csp batch4 review-1.1.pptx cyber securitysandeepnani2260
 
GESCO SE Press and Analyst Conference on Financial Results 2024
GESCO SE Press and Analyst Conference on Financial Results 2024GESCO SE Press and Analyst Conference on Financial Results 2024
GESCO SE Press and Analyst Conference on Financial Results 2024GESCO SE
 
Scootsy Overview Deck - Pan City Delivery
Scootsy Overview Deck - Pan City DeliveryScootsy Overview Deck - Pan City Delivery
Scootsy Overview Deck - Pan City Deliveryrishi338139
 

Kürzlich hochgeladen (11)

Understanding Post Production changes (PPC) in Clinical Data Management (CDM)...
Understanding Post Production changes (PPC) in Clinical Data Management (CDM)...Understanding Post Production changes (PPC) in Clinical Data Management (CDM)...
Understanding Post Production changes (PPC) in Clinical Data Management (CDM)...
 
Testing and Development Challenges for Complex Cyber-Physical Systems: Insigh...
Testing and Development Challenges for Complex Cyber-Physical Systems: Insigh...Testing and Development Challenges for Complex Cyber-Physical Systems: Insigh...
Testing and Development Challenges for Complex Cyber-Physical Systems: Insigh...
 
05.02 MMC - Assignment 4 - Image Attribution Lovepreet.pptx
05.02 MMC - Assignment 4 - Image Attribution Lovepreet.pptx05.02 MMC - Assignment 4 - Image Attribution Lovepreet.pptx
05.02 MMC - Assignment 4 - Image Attribution Lovepreet.pptx
 
Testing with Fewer Resources: Toward Adaptive Approaches for Cost-effective ...
Testing with Fewer Resources:  Toward Adaptive Approaches for Cost-effective ...Testing with Fewer Resources:  Toward Adaptive Approaches for Cost-effective ...
Testing with Fewer Resources: Toward Adaptive Approaches for Cost-effective ...
 
Sunlight Spectacle 2024 Practical Action Launch Event 2024-04-08
Sunlight Spectacle 2024 Practical Action Launch Event 2024-04-08Sunlight Spectacle 2024 Practical Action Launch Event 2024-04-08
Sunlight Spectacle 2024 Practical Action Launch Event 2024-04-08
 
Basic overview of nerve conduction studies
Basic overview of nerve conduction studiesBasic overview of nerve conduction studies
Basic overview of nerve conduction studies
 
Understanding Cyberbullying Laws in Canada's Criminal Code
Understanding Cyberbullying Laws in Canada's Criminal CodeUnderstanding Cyberbullying Laws in Canada's Criminal Code
Understanding Cyberbullying Laws in Canada's Criminal Code
 
Don't Miss Out: Strategies for Making the Most of the Ethena DigitalOpportunity
Don't Miss Out: Strategies for Making the Most of the Ethena DigitalOpportunityDon't Miss Out: Strategies for Making the Most of the Ethena DigitalOpportunity
Don't Miss Out: Strategies for Making the Most of the Ethena DigitalOpportunity
 
cse-csp batch4 review-1.1.pptx cyber security
cse-csp batch4 review-1.1.pptx cyber securitycse-csp batch4 review-1.1.pptx cyber security
cse-csp batch4 review-1.1.pptx cyber security
 
GESCO SE Press and Analyst Conference on Financial Results 2024
GESCO SE Press and Analyst Conference on Financial Results 2024GESCO SE Press and Analyst Conference on Financial Results 2024
GESCO SE Press and Analyst Conference on Financial Results 2024
 
Scootsy Overview Deck - Pan City Delivery
Scootsy Overview Deck - Pan City DeliveryScootsy Overview Deck - Pan City Delivery
Scootsy Overview Deck - Pan City Delivery
 

I4ADA 2019 - presentatiob oleg volkosh

  • 1.
  • 2. 18 206 SUICIDES 2 * SOURCE: Russian Statistic Committee 2018 ≈ 19 092 TRAFFIC ACCIDENTS
  • 3. SUICIDES PER MONTH ~1 500 CALLS ON A HOTLINE PER MONTH ~3 800 MESSAGES ONLINE ABOUT INTENSIONS OF SELF- HARM PER MONTH ~10 000 «…I need help, but nobody answered the phone …they answered only on the third time» *SOURCES: Russian Statistic Committee, 2018 Department of labor and social protection of the population of Moscow, 2018 Brand Analytics Monitoring System, August-July 2019
  • 4. 4 100 MLN PEOPLE 38 097 29 551 23 771 22 340 11 068 5 185 Vkontakte Instagram Odnoklassniki Facebook LiveJournal Mail.ru // My world AUDIENCE PER MONTH * SOURCE: Mediascope , Web Index, September 2019, Monthly Reach% and thousands people, All 69% 12% 9% 6% 3% 1% SOURCES WHERE SUICIDE WAS MENTIONED vk.com youtube.com instagram.com facebook.com ok.ru otvet.mail.ru
  • 5. 5 younger than 18 y.o. 18 – 24 y.o. 25 – 34 y.o. 35 – 44 y.o. 45 – 54 y.o. 55 y.o. and older USERS WHO MENTIONED AN INTENTION TO COMMIT SUICIDE ON SOCIAL MEDIA (DISTRIBUTION BY AGE) 692 children committed suicide in 2017, 788 in 2018 14% SOURCES: Russian Investigating Committee, 2018 Brand Analytics Monitoring System, August-July 2019
  • 6. 6 * SOURCE: Brand Analytics Monitoring System, 2019 … AND BEFORE THEY KILLED THEMSELVES, THEY WROTE ABOUT IT ON THE INTERNET.
  • 7. INTERACTION DETECTION OF SUICIDE INTENTIONMONITORING &ANALYSIS MACHINE LEARNING COLLECTING SML BIG DATA SEARCH QUERIES TESTING • Identified threads are sent to the specialists for immediate interaction • Or a moderator with the qualification of a psychiatrist is embedded in the dialogue to provide first aid • Specially trained moderators explore conversations and threads in real time, in order to identify potential suicide victims • Automatic detection of the tone when mentioning suicide with an accuracy of 85-90% • Human analysis • Machine-learning algorithms categorize messages, identify media field trends, aggression, recognize texts on images, etc. • Data collection on the Internet: social media, forums, blogs, video hosting, review sites, media, open chats in messengers • Preparation and testing of the linguistic query with various word forms, meanings and specific terms linked to suicide, including depression, loneliness etc. 7
  • 8. 8 1. WE SHOULD BE IN PLACES WHERE PEOPLE DISCUSS IT 2. WE SHOULD BE THERE BEFORE THEY MAKE A DECISION 3. WE HAVE TO PREVENT IT WHEN POSSIBLE, USING MARKETING AND AI TECHNOLOGIES