Gaza War Berlin Wall 9/11 Gulf War World War II 1900 2010 2000 1990 1980 1970 1960 1950 1940 1930 1920 1910 2010 2000 1990 1980 1970 1950 Britches BET Hiphop Awards Woodstock David Graus, Maria-Hendrike Peetz, Daan Odijk, Maarten de Rijke, Ork de Rooij
54
Embed
yourHistory - entity linking for a personalized timeline of historic events
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Gaza War
Berlin Wall
9/11Gulf WarWorld War II
1900 20102000199019801970196019501940193019201910
201020001990198019701950
Britches
BET Hiphop AwardsWoodstock
David Graus, Maria-Hendrike Peetz, Daan Odijk, Maarten de Rijke, Ork de Rooij
Entity Linking for a personalized timeline of historic events
• Motivation
• Method
• Part I: Fetch Candidate Historic Events
• Part II: Generate User Profile
• Part III: Matching Events to User Profile
• Part IV: Scoring & Ranking Events
• Future Work
• […] To design and build innovative and robust prototypes and demos for tools that analyse and/or integrate open web data for educational purposes.
History education
Gaza War
Berlin Wall
9/11Gulf WarWorld War II
1900 20102000199019801970196019501940193019201910
201020001990198019701950
Britches
BET Hiphop AwardsWoodstock
Personalized historic timeline
Part I: Candidate Historic Events
select ?concept where { ?concept rdf:type dbpedia-‐owl:Event }
Part I: Candidate Historic Events
select ?concept where { ?concept rdf:type dbpedia-‐owl:Event }
select ?concept where { ?concept rdf:type dbpedia-‐owl:Event }
• Drop Velvet • MODESELEKTOR • IAM • Derek • The Onion • Imgur • De Speld • Wu-‐Tang
• Pusha T • ASAP Rocky • Ab-‐Soul • Chance The Rapper • Cannibal Ox • Bonobo • Aesop Rock • Boards Of Canada • Jurassic 5 • GREMS • Quasimoto • Strange Journey Volume Three • Drop Velvet • MODESELEKTOR • IAM • Derek • The Onion • Imgur • De Speld • Wu-‐Tang • J.Cole • I Am Fucking Ambivalent About Science
• NAS • Pusha T • ASAP Rocky • Chrietitie • Infinibase • Marktplaatspo\xc3\xabzie • Jeannette Span : Spelen • New Scientist NL
Entity Linking
• Given a Knowledge Base
• Link mentions of entities (or concepts) to their referent entities
Entity Linking
• From Wikipedia:
• Extract anchor texts (words used to link to Wikipedia pages)
!
!
!
!
!
!
• For each n-gram n ↔ Wikipedia page W estimate:
• Probability of using n-gram n to refer to Wikipedia page W
• Breaking Bad • AT5 • Mad Men • The Wire • Monty Python's Flying Circus
• Flight of the Conchords • Donnie Darko • Flevopark Film Festival • Do The Right Thing • A Clockwork Orange • Wild Style • Princess Mononoke • The Fountain • Pi • Northfork • La Haine • Zen and the Art of Motorcycle Maintenance
• Moon Palace • The Fountainhead • The Wind-‐Up Bird Chronicle