SlideShare uma empresa Scribd logo
1 de 16
Baixar para ler offline
BIG DATA – 
Goldwäsche im 
Informationszeitalter 
Dr. Volker Stümpflen 
6. November 2014 
Siehe Capital Beilage 10/2014: http://issuu.com/inpactmediaverlag/docs/big_data_capital_okt2014
Clueda AG 
Fresh off the press 
New applications and higher profitability than coal mines 
2 
Angela Merkel: “Big-Data-Mining” sei so 
“vielleicht doch gewinnträchtiger als 
der Kohlebergbau”. 
http://www.deutschlandfunk.de/it-gipfel-merkel-mahnt-mehr-datenschutz-an.1818.de.html?dram:article_id=300957
Clueda AG 
Big Data: High Growth Market 
Global demand for quicker and better decisions 
3 
http://www.bain.com/publications/articles/big_data_the_organizational_challenge.aspx/ 
More likely to 
make 
decisions 
much faster 
than 
competitors 
More likely to 
execute 
decisions as 
intended
Clueda AG 
A Novel Industry 
Emerging new technologies and companies 
4 
Data 
Applications 
Social Media 
Analytics 
Operational 
Intelligence 
Business 
Intelligence 
Analytics 
Visualization 
IBM 
7% 
HP 
5% 
Dell 
4% 
SAP 
3% 
Teradata 
3% 
Others 78%
Clueda AG 
Clueda 
Generating value from Big Data 
5
Clueda AG 6 
Pain in the Neck: 
LosingMillions in Seconds 
Due to Information Delay 
Faked AP Tweet: 
Loss of S&P 500 alone totaled $136.5 billion within six minutes !!!
Clueda AG 
The Dark Matter of Big Data 
Unstructured information 
7 
 Structured Data 
 Standard machine processing 
 Unstructured Data 
 Hard to interpret for computers 
 80 - 90 % of data in financial 
services is unstructured[1] 
[1] http://www.oracle.com/us/industries/financial-services/bigdata-in-fs-final-wp-1664665.pdf
Clueda AG 
3 Steps to Optimal Decision Making 
Supported by Big Data analytics 
8 
 Read 
 Simplify reading and interrelation recognition 
 Understand 
 Gain knowledge through understanding 
 Decide 
 Decide based on optimized knowledge
Clueda AG 
Gold panning in the information age 
Relevant knowledge is the new gold 
Each day, 
 500,000 news are released 
 200 million tweets are posted 
 294 billion e-mails are sent 
 2 million blog posts are written 
But merely 
1 is relevant 
9
Clueda AG 
Timely decision support through cognitive computing 
Clueda reads and understands news in real-time 
10 
Real-time: 1.000 Sentences per Second (SpS) 
What clients have: 
-News 
-Blogs 
-Tweets 
-Emails 
-Pdfs 
-Word 
-Databases 
… 
What clients get: 
REAL-TIME EVENT DETECTION 
What our engine does: 
-Detects events 
-Eliminates duplicates 
-Evaluates sentiment 
-Generates alerts 
-Establishes associations 
-Understands concepts 
-…
Clueda AG 
Cognitive Understanding 
Based on 10+ years of research in systems biology and cognitive computing 
11 
Linguistics and event detection 
 Never miss a business relevant 
event. Be the first to know and act. 
 Clueda.Engine can find the events 
of your interest, e.g. company 
mergers, CEO resignation and 
rumors. 
Pfizer FDA Approval 
wins 
FDA approval event
Clueda AG 
Knowledge Networks 
Inspired by the human brain 
12 
Apple 
Samsung 
verklagt 
beliefert 
HP 
beliefert 
Tim Cook 
ist CEO 
Canon 
beliefert 
Cirrus 
Logic 
beliefert 
beliefert 
China 
Seltene Erden 
beliefert 
kontrolliert 
benötigt 
In collaboration with
Clueda AG 13 
 Challenge: 
Obtention of market moving information 
in real-time 
 Solution: 
Real-time analysis of unstructured 
information to retrieve: 
• Events 
• Sentiments 
• Trends 
 Benefit: 
Get the decision relevant information in 
real-time, faster than competitors; act 
quick and take profits 
Solutions 
Financial Services & Banking 
Current clients 
The positive 
effect on the 
income 
statement is 
estimated to be 
€ 2 million. 
Current prospects
Clueda AG 14 
 Challenge: 
• Securities regulations in the U.S 
FINRA & SEC 
 Solution: 
• Analyze mail and chat streams 
• Multiple search-options 
• Define alerts and events 
• Dashboard with statistic features 
• Fraud triangle 
 Benefit: 
• Be compliant and act preventively 
through events/alerts 
• Prevent penalties 
• Detect frauds 
Solutions 
Compliance ($7.5 billion market in 2018*) 
Current prospects 
In negotiations 
for strategic 
cooperation with 
*Source: Markets & Markets
Clueda AG 
FromBig Data to Relevance 
New applications and higher profitability than coal mines 
 Increasing investments in Big Data 
 Real-time relevance is key to unlocking value 
 Dark matter and the big challenge 
 Understanding unstructured data 
 Successful applications 
 Portfolio monitoring 
 Compliance 
 Cognitive computing 
 Predictive analytics 
15
Clueda AG 
Dr. Volker Stümpflen 
CEO 
T +49 89 4161402 10 
M +49 176 57288282 
v.stuempflen@clueda.com 
Clueda AG 
Elsenheimerstraße 59 
D-80687 München 
www.clueda.com 
16 
Contact 
Selected References

Mais conteúdo relacionado

Mais procurados

Alliander robin hagemans daniel peyron
Alliander robin hagemans daniel peyronAlliander robin hagemans daniel peyron
Alliander robin hagemans daniel peyron
BigDataExpo
 
Satyam open analytics nyc
Satyam open analytics nycSatyam open analytics nyc
Satyam open analytics nyc
Open Analytics
 
Gartner Top Technology Trends
Gartner Top Technology TrendsGartner Top Technology Trends
Gartner Top Technology Trends
Bruno Aziza
 

Mais procurados (20)

Alliander robin hagemans daniel peyron
Alliander robin hagemans daniel peyronAlliander robin hagemans daniel peyron
Alliander robin hagemans daniel peyron
 
Talend mike hirt
Talend mike hirtTalend mike hirt
Talend mike hirt
 
Using Machine Learning at Scale: A Gaming Industry Experience!
Using Machine Learning at Scale: A Gaming Industry Experience!Using Machine Learning at Scale: A Gaming Industry Experience!
Using Machine Learning at Scale: A Gaming Industry Experience!
 
3D Data Strategy Framework
3D Data Strategy Framework3D Data Strategy Framework
3D Data Strategy Framework
 
TechConnex Big Data Series - Big Data in Banking
TechConnex Big Data Series - Big Data in BankingTechConnex Big Data Series - Big Data in Banking
TechConnex Big Data Series - Big Data in Banking
 
How advanced analytics is impacting the banking sector
How advanced analytics is impacting the banking sectorHow advanced analytics is impacting the banking sector
How advanced analytics is impacting the banking sector
 
Microsoft jeroen ter heerdt
Microsoft jeroen ter heerdtMicrosoft jeroen ter heerdt
Microsoft jeroen ter heerdt
 
Satyam open analytics nyc
Satyam open analytics nycSatyam open analytics nyc
Satyam open analytics nyc
 
Talk at IEEE Big Data/Cloud conference in Santa Clara, June 28th, 2013.
Talk at IEEE Big Data/Cloud conference in Santa Clara, June 28th, 2013.Talk at IEEE Big Data/Cloud conference in Santa Clara, June 28th, 2013.
Talk at IEEE Big Data/Cloud conference in Santa Clara, June 28th, 2013.
 
Big Data Analytics for Banking, a Point of View
Big Data Analytics for Banking, a Point of ViewBig Data Analytics for Banking, a Point of View
Big Data Analytics for Banking, a Point of View
 
Modern Data Integration Expert Session Webinar
Modern Data Integration Expert Session Webinar Modern Data Integration Expert Session Webinar
Modern Data Integration Expert Session Webinar
 
Developing Big Data Strategy
Developing Big Data StrategyDeveloping Big Data Strategy
Developing Big Data Strategy
 
Bde presentation dv
Bde presentation dvBde presentation dv
Bde presentation dv
 
Gartner Top Technology Trends
Gartner Top Technology TrendsGartner Top Technology Trends
Gartner Top Technology Trends
 
Neo4j Aura Enterprise
Neo4j Aura EnterpriseNeo4j Aura Enterprise
Neo4j Aura Enterprise
 
Covali & GoodData
Covali & GoodDataCovali & GoodData
Covali & GoodData
 
Big Data
Big DataBig Data
Big Data
 
Big Data Strategies
Big Data StrategiesBig Data Strategies
Big Data Strategies
 
Data Monetization Expert Session Webinar
Data Monetization Expert Session WebinarData Monetization Expert Session Webinar
Data Monetization Expert Session Webinar
 
Itility marianne faro
Itility marianne faroItility marianne faro
Itility marianne faro
 

Semelhante a Big Data - Gold panning in the information age

big data on science of analytics and innovativeness among udergraduate studen...
big data on science of analytics and innovativeness among udergraduate studen...big data on science of analytics and innovativeness among udergraduate studen...
big data on science of analytics and innovativeness among udergraduate studen...
johnmutiso245
 
big data on science of analytics and innovativeness among udergraduate studen...
big data on science of analytics and innovativeness among udergraduate studen...big data on science of analytics and innovativeness among udergraduate studen...
big data on science of analytics and innovativeness among udergraduate studen...
johnmutiso245
 
141900791 big-data
141900791 big-data141900791 big-data
141900791 big-data
glittaz
 
BBDO Proximity: Big-data May 2013
BBDO Proximity: Big-data May 2013BBDO Proximity: Big-data May 2013
BBDO Proximity: Big-data May 2013
Brian Crotty
 
Big Data Analytics in light of Financial Industry
Big Data Analytics in light of Financial Industry Big Data Analytics in light of Financial Industry
Big Data Analytics in light of Financial Industry
Capgemini
 
EP Info Data Mgement 3-4 Feb 2015
EP Info  Data Mgement 3-4 Feb 2015EP Info  Data Mgement 3-4 Feb 2015
EP Info Data Mgement 3-4 Feb 2015
Andy Moore
 

Semelhante a Big Data - Gold panning in the information age (20)

Big Data.compressed
Big Data.compressedBig Data.compressed
Big Data.compressed
 
From Customer Insights to Action
From Customer Insights to ActionFrom Customer Insights to Action
From Customer Insights to Action
 
D2 d turning information into a competive asset - 23 jan 2014
D2 d   turning information into a competive asset - 23 jan 2014D2 d   turning information into a competive asset - 23 jan 2014
D2 d turning information into a competive asset - 23 jan 2014
 
Carlo Colicchio: Big Data for business
Carlo Colicchio: Big Data for businessCarlo Colicchio: Big Data for business
Carlo Colicchio: Big Data for business
 
big data on science of analytics and innovativeness among udergraduate studen...
big data on science of analytics and innovativeness among udergraduate studen...big data on science of analytics and innovativeness among udergraduate studen...
big data on science of analytics and innovativeness among udergraduate studen...
 
big data on science of analytics and innovativeness among udergraduate studen...
big data on science of analytics and innovativeness among udergraduate studen...big data on science of analytics and innovativeness among udergraduate studen...
big data on science of analytics and innovativeness among udergraduate studen...
 
How big data is helping business?
How big data is helping business?How big data is helping business?
How big data is helping business?
 
Digital transformation and the role of cloud computing Capgemini Mark Skilt...
Digital transformation and the role of cloud computing   Capgemini Mark Skilt...Digital transformation and the role of cloud computing   Capgemini Mark Skilt...
Digital transformation and the role of cloud computing Capgemini Mark Skilt...
 
Predictive vs Prescriptive Analytics
Predictive vs Prescriptive AnalyticsPredictive vs Prescriptive Analytics
Predictive vs Prescriptive Analytics
 
Big Data
Big DataBig Data
Big Data
 
141900791 big-data
141900791 big-data141900791 big-data
141900791 big-data
 
BBDO Proximity: Big-data May 2013
BBDO Proximity: Big-data May 2013BBDO Proximity: Big-data May 2013
BBDO Proximity: Big-data May 2013
 
Key Technology Trends for Big Data in Europe
Key Technology Trends for Big Data in EuropeKey Technology Trends for Big Data in Europe
Key Technology Trends for Big Data in Europe
 
The top trends changing the landscape of Information Management
The top trends changing the landscape of Information ManagementThe top trends changing the landscape of Information Management
The top trends changing the landscape of Information Management
 
Nuestar "Big Data Cloud" Major Data Center Technology nuestarmobilemarketing...
Nuestar "Big Data Cloud" Major Data Center Technology  nuestarmobilemarketing...Nuestar "Big Data Cloud" Major Data Center Technology  nuestarmobilemarketing...
Nuestar "Big Data Cloud" Major Data Center Technology nuestarmobilemarketing...
 
trellix-dlp-buyers-guide.pdf
trellix-dlp-buyers-guide.pdftrellix-dlp-buyers-guide.pdf
trellix-dlp-buyers-guide.pdf
 
Big Data Analytics in light of Financial Industry
Big Data Analytics in light of Financial Industry Big Data Analytics in light of Financial Industry
Big Data Analytics in light of Financial Industry
 
EP Info Data Mgement 3-4 Feb 2015
EP Info  Data Mgement 3-4 Feb 2015EP Info  Data Mgement 3-4 Feb 2015
EP Info Data Mgement 3-4 Feb 2015
 
Let’s Build a Smarter Planet: Re-thinking the way Insurance works!
Let’s Build aSmarter Planet: Re-thinking the way Insurance works!Let’s Build aSmarter Planet: Re-thinking the way Insurance works!
Let’s Build a Smarter Planet: Re-thinking the way Insurance works!
 
6 Reasons to Use Data Analytics
6 Reasons to Use Data Analytics6 Reasons to Use Data Analytics
6 Reasons to Use Data Analytics
 

Mais de Clueda AG

Real-Time Text Analytics at Predictive Analytics World berlin 2014
Real-Time Text Analytics at Predictive Analytics World berlin 2014Real-Time Text Analytics at Predictive Analytics World berlin 2014
Real-Time Text Analytics at Predictive Analytics World berlin 2014
Clueda AG
 

Mais de Clueda AG (6)

BITKOM 2015 Clueda Almax Vortrag
BITKOM 2015 Clueda Almax VortragBITKOM 2015 Clueda Almax Vortrag
BITKOM 2015 Clueda Almax Vortrag
 
Real-Time Text Analytics at Predictive Analytics World berlin 2014
Real-Time Text Analytics at Predictive Analytics World berlin 2014Real-Time Text Analytics at Predictive Analytics World berlin 2014
Real-Time Text Analytics at Predictive Analytics World berlin 2014
 
Scala Workshop
Scala WorkshopScala Workshop
Scala Workshop
 
Erkenntnisse aus Social Data gewinnen
Erkenntnisse aus Social Data gewinnenErkenntnisse aus Social Data gewinnen
Erkenntnisse aus Social Data gewinnen
 
Social Data: technische Herausforderungen, rechtliche Hürden und wirtschaftli...
Social Data: technische Herausforderungen, rechtliche Hürden und wirtschaftli...Social Data: technische Herausforderungen, rechtliche Hürden und wirtschaftli...
Social Data: technische Herausforderungen, rechtliche Hürden und wirtschaftli...
 
Philipp Blohm - Cognitive Decision Support Systems
Philipp Blohm - Cognitive Decision Support SystemsPhilipp Blohm - Cognitive Decision Support Systems
Philipp Blohm - Cognitive Decision Support Systems
 

Último

CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
amitlee9823
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
amitlee9823
 
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
amitlee9823
 
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
amitlee9823
 
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get CytotecAbortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Riyadh +966572737505 get cytotec
 
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
CHEAP Call Girls in Rabindra Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Rabindra Nagar  (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Rabindra Nagar  (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Rabindra Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
amitlee9823
 
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
amitlee9823
 
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
amitlee9823
 

Último (20)

CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
 
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
 
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
 
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
 
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
 
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
 
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get CytotecAbortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
 
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
 
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
 
CHEAP Call Girls in Rabindra Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Rabindra Nagar  (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Rabindra Nagar  (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Rabindra Nagar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
 
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
 
5CL-ADBA,5cladba, Chinese supplier, safety is guaranteed
5CL-ADBA,5cladba, Chinese supplier, safety is guaranteed5CL-ADBA,5cladba, Chinese supplier, safety is guaranteed
5CL-ADBA,5cladba, Chinese supplier, safety is guaranteed
 

Big Data - Gold panning in the information age

  • 1. BIG DATA – Goldwäsche im Informationszeitalter Dr. Volker Stümpflen 6. November 2014 Siehe Capital Beilage 10/2014: http://issuu.com/inpactmediaverlag/docs/big_data_capital_okt2014
  • 2. Clueda AG Fresh off the press New applications and higher profitability than coal mines 2 Angela Merkel: “Big-Data-Mining” sei so “vielleicht doch gewinnträchtiger als der Kohlebergbau”. http://www.deutschlandfunk.de/it-gipfel-merkel-mahnt-mehr-datenschutz-an.1818.de.html?dram:article_id=300957
  • 3. Clueda AG Big Data: High Growth Market Global demand for quicker and better decisions 3 http://www.bain.com/publications/articles/big_data_the_organizational_challenge.aspx/ More likely to make decisions much faster than competitors More likely to execute decisions as intended
  • 4. Clueda AG A Novel Industry Emerging new technologies and companies 4 Data Applications Social Media Analytics Operational Intelligence Business Intelligence Analytics Visualization IBM 7% HP 5% Dell 4% SAP 3% Teradata 3% Others 78%
  • 5. Clueda AG Clueda Generating value from Big Data 5
  • 6. Clueda AG 6 Pain in the Neck: LosingMillions in Seconds Due to Information Delay Faked AP Tweet: Loss of S&P 500 alone totaled $136.5 billion within six minutes !!!
  • 7. Clueda AG The Dark Matter of Big Data Unstructured information 7  Structured Data  Standard machine processing  Unstructured Data  Hard to interpret for computers  80 - 90 % of data in financial services is unstructured[1] [1] http://www.oracle.com/us/industries/financial-services/bigdata-in-fs-final-wp-1664665.pdf
  • 8. Clueda AG 3 Steps to Optimal Decision Making Supported by Big Data analytics 8  Read  Simplify reading and interrelation recognition  Understand  Gain knowledge through understanding  Decide  Decide based on optimized knowledge
  • 9. Clueda AG Gold panning in the information age Relevant knowledge is the new gold Each day,  500,000 news are released  200 million tweets are posted  294 billion e-mails are sent  2 million blog posts are written But merely 1 is relevant 9
  • 10. Clueda AG Timely decision support through cognitive computing Clueda reads and understands news in real-time 10 Real-time: 1.000 Sentences per Second (SpS) What clients have: -News -Blogs -Tweets -Emails -Pdfs -Word -Databases … What clients get: REAL-TIME EVENT DETECTION What our engine does: -Detects events -Eliminates duplicates -Evaluates sentiment -Generates alerts -Establishes associations -Understands concepts -…
  • 11. Clueda AG Cognitive Understanding Based on 10+ years of research in systems biology and cognitive computing 11 Linguistics and event detection  Never miss a business relevant event. Be the first to know and act.  Clueda.Engine can find the events of your interest, e.g. company mergers, CEO resignation and rumors. Pfizer FDA Approval wins FDA approval event
  • 12. Clueda AG Knowledge Networks Inspired by the human brain 12 Apple Samsung verklagt beliefert HP beliefert Tim Cook ist CEO Canon beliefert Cirrus Logic beliefert beliefert China Seltene Erden beliefert kontrolliert benötigt In collaboration with
  • 13. Clueda AG 13  Challenge: Obtention of market moving information in real-time  Solution: Real-time analysis of unstructured information to retrieve: • Events • Sentiments • Trends  Benefit: Get the decision relevant information in real-time, faster than competitors; act quick and take profits Solutions Financial Services & Banking Current clients The positive effect on the income statement is estimated to be € 2 million. Current prospects
  • 14. Clueda AG 14  Challenge: • Securities regulations in the U.S FINRA & SEC  Solution: • Analyze mail and chat streams • Multiple search-options • Define alerts and events • Dashboard with statistic features • Fraud triangle  Benefit: • Be compliant and act preventively through events/alerts • Prevent penalties • Detect frauds Solutions Compliance ($7.5 billion market in 2018*) Current prospects In negotiations for strategic cooperation with *Source: Markets & Markets
  • 15. Clueda AG FromBig Data to Relevance New applications and higher profitability than coal mines  Increasing investments in Big Data  Real-time relevance is key to unlocking value  Dark matter and the big challenge  Understanding unstructured data  Successful applications  Portfolio monitoring  Compliance  Cognitive computing  Predictive analytics 15
  • 16. Clueda AG Dr. Volker Stümpflen CEO T +49 89 4161402 10 M +49 176 57288282 v.stuempflen@clueda.com Clueda AG Elsenheimerstraße 59 D-80687 München www.clueda.com 16 Contact Selected References