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Goal-oriented knowledge collection

  • National Taiwan University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Abstract

Games with A Purpose (GWAP) has been demonstrated to be efficient in collecting large amount of knowledge from online users, e.g. Verbosity and Virtual Pet game. However, its effectiveness in knowledge base (KB) construction has not been explored in previous research. This paper examines the knowledge collected in the Virtual Pet game and presents an approach to collect more knowledge driven by the existing relations in KB. In this paper, goal-oriented knowledge collection successfully draws 10572 answers for the "food" domain. The answers are verified by online voting to show that 92.07% of them are good sentences and 95.89% of them are new sentences. This result is a significant improvement over the original Virtual Pet game, with 80.58% good sentences and 67.56% weekly new information.

Original languageEnglish
Title of host publicationCommonsense Knowledge - Papers from the AAAI Fall Symposium, Technical Report
PublisherAI Access Foundation
Pages64-69
Number of pages6
ISBN (Print)9781577354840
StatePublished - 2010
Externally publishedYes
Event2010 AAAI Fall Symposium - Arlington, United States
Duration: 11 11 2010 → 13 11 2010

Publication series

NameAAAI Fall Symposium - Technical Report
VolumeFS-10-02

Conference

Conference2010 AAAI Fall Symposium
Country/TerritoryUnited States
CityArlington
Period11/11/10 → 13/11/10

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