internet forums: a source of intelligence to monitor the
TRANSCRIPT
Internet forums: a source of intelligence to monitor the online diffusion of doping products
Thomas Pineau, Adrien Schopfer, Lionel Grossrieder, Julian Broséus, Pierre Esseiva & Quentin Rossy
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Introduction
Aims: Assessing the doping product market– Detection of products and suppliers and popularity analysis – Trends analysis
To settle monitoring and digital evidence collection strategies
Selected means: Community forums analysis– Open-source, structured and huge amount of data– “Safe” space to share information
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Ethical consideration
Accordance with the Swiss Federal Act on Data Protection (FADP)
Data sources are publicly accessible online (without any step of registration or any kind of protection)
No sensitive personal data
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Methodology (OSINT)
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1. Source Code extraction of Forums
Popularity indicator:numberofauthorspostingasubject
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2. Words extraction from topic subjects
Example:{prop; tren; masteron; eq; cycle; eq; question}
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Methodology
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3. Filtering relevant words4. Words description
- Establishment of a reference file
Methodology
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Reference file, example:
Methodology
Words Class Category Name Active substancesus250 product steroid sustanon testosterone
sustanon product steroid sustanon testosteronesus product steroid sustanon testosterone
cyctahoh product steroid sustanon testosterone
Collected data
13 forums
~1’000’000 topics analysed since 2001
1757 relevant words identified as:158 active substances320 doping products
327 suppliers
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Main types of temporal trends Sample of the 158 actives substances
Chronic DownwardUpward Temporary
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Supplier detection and popularity N = 327 suppliers
RUI-Products(ar-r),11years
Ttokkyolaboratories,11years
BritishDragon,14years
Denkall,14years Generic labs,14years
Organon,14yearsNormaHellas,12years
BlackCatLab,14years
SciroxxLaboratories,7yearsGeneza pharmaceuticals,7years
Axiolabs,8years
AG-Guys,11years
DesmaZambon,12yearsgalenika,14years
OrbitNutrition,12years
BalkanPharmaceutical,8years
Eurokinggear,5years
SydGroup,12years
PinnacleLabs,13years
hardcorelabs,14years
0
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1000
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1200
0 2 4 6 8 10 12 14
0
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
Num
bero
fsup
pliers
Observationtime[years]
Mostpopular suppliers Authors Forums Observation timeRUI-Products (ar-r) 1131 10 11Ttokkyo Laboratories 733 7 11
BritishDragon 602 13 14Denkall 420 7 14
Genericlabs 405 11 14Organon 389 12 14
NormaHellas 333 11 12BlackCatLab 286 12 14
Sciroxx Laboratories 230 12 7Geneza Pharmaceuticals 195 12 7
Axiolabs 189 11 8AG-Guys 184 9 11
DesmaZambon 181 7 12Galenika 177 10 14
Orbit Nutrition 168 8 12BalkanPharmaceutical 162 13 8
Euroking gear 161 10 5Syd Group 159 9 12
Pinnacle Labs 158 9 13Hardcorelabs 152 10 14
Number offorums
Numbero
fautho
rs
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ConclusionDynamic adaptation of the collection plan based on discussions of users/suppliers
ü Structured approach to identify relevant keywordsü Trends analysis: popularityü Emerging products detection
ü Suppliers detectionü Promotional strategiesü Popularityü Seller’s websites detection
The methodology can be widely applied to other types of crime problems
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