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Personalisierte News mit KI.Und was man noch mit KI machen kann.
Mag. David BöhmNewsadoo
Mag. Dr. Bernhard NiedermayerCatalysts
UPPER AUSTRIA‘SHOTTEST
INTERNATIONAL
START-UP2018
10 AUSTRIAN STARTUPSTO WATCH
2019BORN GLOBAL CHAMPION2019
AUSTRIA
austrian high-tech project
Initial Founder David Böhm
60%
Growth-Marketing, Social Media and UI/UX Experts
15%
Leading European AI Specialist
15%
founded by
supported by
Business Angel
10%
Georg Platzer
newspapers are under pressure
only 7% digital revenues
many others are competing for the users attention
Digitization for publishers is…
…Newsletter …E-Paper
…new Website …new Paywall …new iOS-App
…new Alexa Skill
How do we want the users to consume news in the future
vs.
How users want to consume news in the future
Google News
Toutiao Bytedance
Apple News
News Republic
Google News
Toutiao Bytedance
Apple News
News Republic
A European News Ecosystem
„Spotify for News“
Tags
and more
Sentiments
Locations
API
Natural Language Processing
Machine Learning Algorithm
Article Vector User Vector
Alexa Skills
Android iOS Web
Smart TV Car
Chatbot more...
Categorizer
Politics Economy
Sports Lifestyle
Digital
Bundler
+22 +46 +7
6 different technologies
based on artificial
intelligence at least two years ahead of other projects
Tags
and more
Sentiments
Locations
API
Natural Language Processing
Machine Learning Algorithm
Article Vector User Vector
Alexa Skills
Android iOS Web
Smart TV Car
Chatbot more...
Categorizer
Politics Economy
Sports Lifestyle
Digital
Bundler
+22 +46 +7
Tags
and more
Sentiments
Locations
API
Natural Language Processing
Machine Learning Algorithm
Article Vector User Vector
Alexa Skills
Android iOS Web
Smart TV Car
Chatbot more...
Categorizer
Politics Economy
Sports Lifestyle
Digital
Bundler
+22 +46 +7
Tags
and more
Sentiments
Locations
API
Natural Language Processing
Machine Learning Algorithm
Article Vector User Vector
Alexa Skills
Android iOS Web
Smart TV Car
Chatbot more...
Categorizer
Politics Economy
Sports Lifestyle
Digital
Bundler
+22 +46 +7
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Artificial Intelligence (AI)working for Catalysts
Automaticclassificationhasbecomeessentialinacceleratingdataminingprocesses.Withtherightlearningenvironmentitsabilitycangoinanydirection.
SIDenablespreciseresultsespeciallyinthefieldofconditionmonitoring.
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SIDClassifier
n-classclassificationtask
ConvolutionalNeuralNetwork
Clickhereandtryit
Imagelabeling
Imagesources:http://i2.kym-cdn.com/photos/images/newsfeed/000/406/325/b31.jpghttp://media.galaxant.com/000/340/679/desktop-1441307840.jpg
Alargebodyofwatersurroundedbymountains.
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Paulhasanimportantroleinspeedinguptheuser’sdecision-makingprocessandhelpingcompaniestomaximizeprofit.
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PAULRecommender
Inthisexample,Paulhelpeduswithlearningaboutcustomerhabitsandtendenciesacrossthewholewebsiteandincreasedsalesvolumesignificantly.
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Customerswhopurchasedthisproducthavealsopurchased:
InOnlineShopsforE-CommercePAULisverifiablyresponsiblefor13%ofpurchaseSource:Customerwithapprox.500M€turnover2015
OnlineShops
Berniisabletocomprehendgivenanswers,collectimportantinformationandtoapplyitonnumerousfacetsofthebusiness.
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BERNINaturalLanguageProcessor
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ChatBots
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Everyrepetitivetaskcaneasilybeautomatedinordertobeusedwithbots.AtCatalysts,ourChatBotsarecalledCatBots.Weusethemtocheckmeetingreservations,togetthelunchmenuofnearbyrestaurants,ortorentacar.
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AlexaSkills
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Tous,speechoneofthemostcommonwaysofinteraction.ModernITsystemsallowyoutotalktotheminsteadoftypingtextonyourkeyboard.
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Extractingcustomstructuredinformationfromimagesorpdf-documents.-Recognizeinformationsuchasinvoicelines,duedates,andbankaccountnumbers.-Checkplausibility -Triggeractions
InvoiceProcessing1/2
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3. Named Entity Recognition (NER)
2. Optical Character Recognition (OCR)
1. Preprocessing
0. Paper
Input:ScanImageText
Output: MachinereadabletextDocumenttypeStructuredentities
InvoiceProcessing2/2
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EVAComputerVision
Imagelabelling/tagging ObjectrecognitionObjecttrackingFacerecognitionImagesegmentationImageaugmentation
Where are objects in real world scenes?
What are the boundaries of these objects?
What object are these?
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Imagesegmentation
Foreignobjectdetection:detectunexpectedobjectsinyourproductionline,e.g.toavoiddamagestomachines
Surfaceimperfections:detectanyirregularityandclassifyifitposesaqualityissueorlieswithintheacceptedtolerances
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ComputerVisionforQualityAssurance
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Knowyourcustomersbetter!
Recognizeyourvisitorsassoonastheyenteryourshowroom.GaininformationaboutthemandhaveaninteractionbetweentheAIandyourcustomer.
FaceRecognition
HelloLaura,welcometoourshowroom!WhatcanIdoforyou?
Afterablinktheeyeiscoveredbyathinliquidfilm.Thefilmevaporatesslowerorfaster-dependingonhowdrytheeyeis.Usinganinfraredcamerawemeasurethiseffectandquantifythedrynessofaneye.
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ObjectdetectionatCatalysts-iSicca
Alvinamakesreliableforecastsinreal-time.Hugeamountsofsensordataareusedtoreducethefailurerateandmaintenancecosts.
Basedonprediction,internalprocessesarestartedautomatically,e.g.orderanddeliveryofspareparts.
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ALVINAPredictor
Foreseethefutureofyourbusiness:-PredictiveMaintenance -Mobility/TaxiDemandPrediction-EnergyDemandPrediction
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DemandPrediction
AsCatalystswedoeverythingtogiveyouacompetitiveedgeinordertogrowyourbusiness.
Segments@Catalysts:EmergingTechnologies,Infrastructure,Space,Mobility,PublicAccounts,StrategicPartnerships,Mid-Sizedprojects,FinanceandMarketing.
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FoundedBrand:2005Company:2007
PeopleAvg2017:186(149FTEs)Avg2018:226(188FTEs)
Applicants/year>3,000
MainFocusDigitalization,Data-Driven,AI, LargeAgileSoftwareProjects
DevelopmentMethodAgile,SCRUM,Lean,TDD
Awards4timeswinnerofKununu“BesterArbeitgeber”
LocationsAustria: Linz,Vienna,Innsbruck,
Salzburg,Perg,St.Pölten,Riedi.Innkreis
Germany: Frankfurt,KölnNetherlands:AmsterdamRomania: Cluj-Napoca
ActiveinEU,SiliconValley/USA, Japan,China
Revenue2017: 15M€2018: 24,5M€2019: >32M€
For your growth
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