talk on human computer collaboration from egov2009 conference
TRANSCRIPT
Michael Witbrock, PhD Cycorp Inc, Cycorp Europe, STI Innsbruck ([email protected])
Living Together with Intelligent Software: Mass Human-Computer Collaboration
Michael Witbrock, PhD Cycorp Inc, Cycorp Europe, STI Innsbruck ([email protected])
OverwhelmingSystems
Mortgage Financing
Derivative Risk ManagementTracking Scientific
Literature
Patent & Other Rights Management
Traffic Management
Computer File SystemManagement
…etc
Decision Supportwith Sensor data
Financial and TaxCompliance
7 billion humans@4 wps ≈ 320bps
Approx 2.25 Tbps
25% of one DWDM optical fibre twitter is slower
Michael Witbrock, PhD Cycorp Inc, Cycorp Europe, STI Innsbruck ([email protected])
Decision support
AI for Flexible Automation
Monitoring the details
Michael Witbrock, PhD Cycorp Inc, Cycorp Europe, STI Innsbruck ([email protected])
Command Automation• People write programs• People find data• People initiate processing• Computers process data• People analyze results
• Complexity increases, flexibility decreases
Collaborative Automation• People and Computers
gather knowledge• People and Computers
define problem• People and Computers
identify data• People and Computers
perform analysis• Processing is continuous,
adaptive, flexible
Michael Witbrock, PhD Cycorp Inc, Cycorp Europe, STI Innsbruck ([email protected])
Knowledge Capture… appropriate CURE screenshot
data.gov 944 Datasets from 54 US government agencies, 116 translated datasets give5,074,932,510 RDF facts.
data.gov.ukrealtime city, Italy
data.gov
Suitable Data Available, Growing
Michael Witbrock, PhD Cycorp Inc, Cycorp Europe, STI Innsbruck ([email protected])
Conversational Knowledge Creation
Michael Witbrock, PhD Cycorp Inc, Cycorp Europe, STI Innsbruck ([email protected])
ehealth Medical Outcomes: Patients with bacteremia after pericardial window
Collaborative Analysis
Michael Witbrock, PhD Cycorp Inc, Cycorp Europe, STI Innsbruck ([email protected])
(implies (and (isa ?EVENT TerroristAct) (eventOccursAt ?EVENT Iraq)) (probability (perpetrator ?EVENT Iraqi-insurgents-Group) 0.9655))
(implies (and (isa ?EVENT TerroristAct) (eventOccursAt ?EVENT Lebanon)) (probability (perpetrator ?EVENT LebaneseHizballah) 0.962))
(implies (and (isa ?EVENT TerroristAct) (eventOccursAt ?EVENT Syria)) (probability (perpetrator ?EVENT LebaneseHizballah) 0.9756))
(implies (and (unknownSentence (isa ?EVENT KillingPerson)) (isa ?EVENT TerroristAct) (eventOccursAt ?EVENT India)) (probability (perpetrator ?EVENT TerroristOrganization-United-Liberation-Front-of-Asmo) 0.8734))
Automated Generalisation
Michael Witbrock, PhD Cycorp Inc, Cycorp Europe, STI Innsbruck ([email protected])
Headline• Text
Scale-free Reasoning