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Johnny Five is Alive. Question Answering. Photo Annotation. Timeline Analysis. Which Nobel laureate survived both world wars and all his four children?. What‘s this?. Tandem 1974-2008. www.tandem.com. 1985. I need input !. www.compaq.com. 2000. www.hp.com. 2008. - PowerPoint PPT Presentation
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Which Nobel laureate survived both world wars and all his four children?
Tandem1974-2008
What‘s this?
Question Answering Photo Annotation Timeline AnalysisJohnny Five is Alive
I need input !
Wikipedia > 2 Mio. articlesG Scholar > 500 Mio.Researchers > 10 Mio.
Text & Speech Photos & Videos
Flickr > 2 Bio. photos2010: > 500 Bio.
Internet Archive> 100 Bio. pages
Web History
Potala (Lhasa)400 m long999 rooms...
2008
2000
1985
www.hp.com
www.compaq.com
www.tandem.com
Intelligent Behavior
Information Abundance
1: QA & Knowledge GatheringWhich Nobel laureate survived both world wars and all his four children?
YAGO knowledge base: 1.7 Mio. entities, 15 Mio. facts 40 Mio. RDF triples > 95% accuracy
Max_Planck Apr 23, 1858
Person
City
subclass
Location
instanceOf
subclass
bornOnOct 4, 1947
diedOn
KielbornInNobel Prize
Erwin_Planck
FatherOf
hasWon
Scientist
Physicist
instanceOf
subclass
Which enzymesinhibit proteases?
Killer App: Healthcare !
2: Photos, Scan City, Interesting Facts
3D-laser-scan entire cities and reconstruct super-detailed models
combine photos from different angles to build 3D models
automatically annotatewith interesting facts
BuildingName: Potala, City: LhasaLength: 400 m, Height: 117 mNumberRooms: 999, BuiltInYear: 1645Constructor: Lozang Gyatso (5th Dalai Lama)
3: Digitally Born Content Forever
2008
2000
1985
> 1 Trio. versions of Web pagesgold mine for sociologists, IP lawyers, analystsrequires time-travel search & miningin terms of entities and relationse.g.: market impact of Web2.0 technologies in Dec. 2006
Tandem1974-2008
Conclusion
Questions:• DB or AI or SciFi ?• Any Business Value ?$?• Solved by G, Y, M anyway ?• Too easy for 5-year look-ahead ?• Too hard for 50-year program ?
Intelligent Behavior
Information Abundance Text & Speech Photos & Videos Web History
QuestionAnswering
PhotoAnnotation
TimelineAnalysis