Building, maintaining, and using knowledge bases: a report from the trenches

@inproceedings{Deshpande2013BuildingMA,
  title={Building, maintaining, and using knowledge bases: a report from the trenches},
  author={Omkar Deshpande and Digvijay S. Lamba and Michel Tourn and Sanjib Das and Sri Subramaniam and Anand Rajaraman and Venky Harinarayan and AnHai Doan},
  booktitle={SIGMOD Conference},
  year={2013}
}
A knowledge base (KB) contains a set of concepts, instances, and relationships. Over the past decade, numerous KBs have been built, and used to power a growing array of applications. Despite this flurry of activities, however, surprisingly little has been published about the end-to-end process of building, maintaining, and using such KBs in industry. In this paper we describe such a process. In particular, we describe how we build, update, and curate a large KB at Kosmix, a Bay Area startup… CONTINUE READING

Citations

Publications citing this paper.
SHOWING 1-10 OF 49 CITATIONS

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  • 2018
VIEW 4 EXCERPTS
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  • 2016 IEEE Tenth International Conference on Semantic Computing (ICSC)
  • 2016
VIEW 12 EXCERPTS
CITES BACKGROUND & METHODS
HIGHLY INFLUENCED

A pipeline for extracting and deduplicating domain-specific knowledge bases

  • 2015 IEEE International Conference on Big Data (Big Data)
  • 2015
VIEW 4 EXCERPTS
CITES BACKGROUND & METHODS
HIGHLY INFLUENCED

References

Publications referenced by this paper.
SHOWING 1-9 OF 9 REFERENCES

et al

T. Berners-Lee, J. Hendler, O. Lassila
  • The semantic web. Scientific American, 284(5):28–37
  • 2001
VIEW 6 EXCERPTS
HIGHLY INFLUENTIAL

DBpedia - A crystallization point for the Web of Data

  • J. Web Semant.
  • 2009
VIEW 6 EXCERPTS
HIGHLY INFLUENTIAL

DBpedia: A Nucleus for a Web of Open Data

  • ISWC/ASWC
  • 2007
VIEW 6 EXCERPTS
HIGHLY INFLUENTIAL

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