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Extracting Relevant Snippets from Web Documents through Language Model based Text Segmentation

Authors: Zhou, Xujuan; Li, Yuefeng; Bruza, Peter; Wu, Shengtang; Xu, Yue; Lau, Raymond;

Extracting Relevant Snippets from Web Documents through Language Model based Text Segmentation

Abstract

We present a framework for media interpretation that leverages low-level information extraction to a higher level of abstraction in order to support semantics-based information retrieval for the Semantic Web. The overall goal of the framework is to provide high-level content descriptions of documents for maximizing precision and recall of semantics-based information retrieval.

Countries
Italy, France, Belgium, Germany, Australia, Germany
Keywords

330, Economics, User Profiles, [INFO.EIAH] Computer Science [cs]/Technology for Human Learning, Web Data Mining, info:eu-repo/classification/ddc/330, context-aware, ddc:330, Added values; Document ranking; Domain ontologies, scenarios, 004, Information Filtering, Pattern Taxonomic Model, ddc: ddc:004

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    103
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 1%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
103
Top 10%
Top 1%
Top 1%
Green