Wikify! Linking Documents to Encyclopedic Knowledge

PDF Version Also Available for Download.

Description

This paper introduces the use of Wikipedia as a resource for automatic keyword extraction and word sense disambiguation, and shows how this online encyclopedia can be used to achieve state-of-the-art results on both these tasks.

Physical Description

9 p.

Creation Information

Mihalcea, Rada, 1974- & Csomai, Andras November 2007.

Context

This paper is part of the collection entitled: UNT Scholarly Works and was provided by the UNT College of Engineering to the UNT Digital Library, a digital repository hosted by the UNT Libraries. It has been viewed 4748 times. More information about this paper can be viewed below.

Who

People and organizations associated with either the creation of this paper or its content.

Authors

Publisher

Provided By

UNT College of Engineering

The UNT College of Engineering strives to educate and train engineers and technologists who have the vision to recognize and solve the problems of society. The college comprises six degree-granting departments of instruction and research.

Contact Us

What

Descriptive information to help identify this paper. Follow the links below to find similar items on the Digital Library.

Degree Information

Description

This paper introduces the use of Wikipedia as a resource for automatic keyword extraction and word sense disambiguation, and shows how this online encyclopedia can be used to achieve state-of-the-art results on both these tasks.

Physical Description

9 p.

Notes

Abstract: This paper introduces the use of Wikipedia as a resource for automatic keyword extraction and word sense disambiguation, and shows how this online encyclopedia can be used to achieve state-of-the-art results on both these tasks. The paper also shows how the two methods can be combined into a system able to automatically enrich a text with links to encyclopedic knowledge. Given an input document, the system identifies the important concepts in the text and automatically links these concepts to the corresponding Wikipedia pages. Evaluations of the system show that the automatic annotations are reliable and hardly distinguishable from manual annotations.

Source

  • Association for Computing Machinery (ACM) Conference on Information and Knowledge Management (CIKM), November 6-10, 2007. Lisbon, Portugal

Language

Item Type

Identifier

Unique identifying numbers for this paper in the Digital Library or other systems.

Collections

This paper is part of the following collection of related materials.

UNT Scholarly Works

Materials from the UNT community's research, creative, and scholarly activities and UNT's Open Access Repository. Access to some items in this collection may be restricted.

What responsibilities do I have when using this paper?

When

Dates and time periods associated with this paper.

Creation Date

  • November 2007

Added to The UNT Digital Library

  • Jan. 31, 2011, 2:01 p.m.

Description Last Updated

  • Nov. 17, 2023, 12:57 p.m.

Usage Statistics

When was this paper last used?

Yesterday: 0
Past 30 days: 3
Total Uses: 4,748

Interact With This Paper

Here are some suggestions for what to do next.

Start Reading

PDF Version Also Available for Download.

International Image Interoperability Framework

IIF Logo

We support the IIIF Presentation API

Mihalcea, Rada, 1974- & Csomai, Andras. Wikify! Linking Documents to Encyclopedic Knowledge, paper, November 2007; [New York, New York]. (https://digital.library.unt.edu/ark:/67531/metadc31001/: accessed March 18, 2024), University of North Texas Libraries, UNT Digital Library, https://digital.library.unt.edu; crediting UNT College of Engineering.

Back to Top of Screen