TU Darmstadt / ULB / TUbiblio

Link Discovery: A Comprehensive Analysis

Erbs, Nicolai and Zesch, Torsten and Gurevych, Iryna (2011):
Link Discovery: A Comprehensive Analysis.
In: Proceedings of the 5th IEEE International Conference on Semantic Computing (IEEE-ICSC), [Online-Edition: https://ieeexplore.ieee.org/document/6061290/],
[Conference or Workshop Item]

Abstract

We present a comprehensive analysis of link discovery approaches. We classify them with regard to the type of knowledge being used, and identify three commonly used sources of knowledge: The text of a document, the document title, and already existing links. We analyze the influence of the knowledge source as well as of the amount of training data used. Results show that the link-based approach performs best if the amount of training data is huge. In a more realistic setting with fewer training data, the text-based approach yields better results.

Item Type: Conference or Workshop Item
Erschienen: 2011
Creators: Erbs, Nicolai and Zesch, Torsten and Gurevych, Iryna
Title: Link Discovery: A Comprehensive Analysis
Language: English
Abstract:

We present a comprehensive analysis of link discovery approaches. We classify them with regard to the type of knowledge being used, and identify three commonly used sources of knowledge: The text of a document, the document title, and already existing links. We analyze the influence of the knowledge source as well as of the amount of training data used. Results show that the link-based approach performs best if the amount of training data is huge. In a more realistic setting with fewer training data, the text-based approach yields better results.

Title of Book: Proceedings of the 5th IEEE International Conference on Semantic Computing (IEEE-ICSC)
Uncontrolled Keywords: UKP_a_NLP4Wikis;UKP_p_WIKULU;Link Discovery, Wiki, Wikipedia, Natural Language Processing
Divisions: 20 Department of Computer Science
20 Department of Computer Science > Ubiquitous Knowledge Processing
Date Deposited: 31 Dec 2016 14:29
Official URL: https://ieeexplore.ieee.org/document/6061290/
Identification Number: TUD-CS-2011-0199
Related URLs:
Export:
Suche nach Titel in: TUfind oder in Google

Optionen (nur für Redakteure)

View Item View Item