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European Data Forum (EDF), Athens 2014

European Data Forum (EDF), Athens 2014

The European Data Forum (EDF) is an annual meeting place for industry, research, policy makers, and community initiatives to discuss ...

13th International Semantic Web Conference (ISWC), Trentino 2014

13th International Semantic Web Conference (ISWC), Trentino 2014

ISWC 2014 is the premier international forum for the Semantic Web / Linked Data Community. Here, scientists, industry specialists, and ...

12th International Semantic Web Conference (ISWC), Sydney 2013

12th International Semantic Web Conference (ISWC), Sydney 2013

ISWC 2013 is the premier international forum, for the Semantic Web / Linked Data Community. Here, scientists, industry specialists, and ...

European Data Forum (EDF), Dublin 2013

European Data Forum (EDF), Dublin 2013

The European Data Forum (EDF) 2013 is the annual meeting-point for data practitioners from industry, research, the public-sector and the ...

xLiTe Workshop: Cross-Lingual Technologies, Lake Tahoe 2012

xLiTe Workshop: Cross-Lingual Technologies, Lake Tahoe 2012

Automatic text understanding has been an unsolved research problem for many years. This partially results from the dynamic and diverging ...

9th Extended Semantic Web Conference (ESWC), Heraklion 2012

9th Extended Semantic Web Conference (ESWC), Heraklion 2012

The Extended Semantic Web Conference (ESWC) is a major venue for discussing the latest scientific results and technology innovations around ...

ZiF Workshop: Web Epistemics - How the Web shapes what we believe and know, how we learn and what we are, Bielefeld 2012

ZiF Workshop: Web Epistemics - How the Web shapes what we believe and know, how we learn and what we are, Bielefeld 2012

Since its inception at the CERN in 1989 by Tim Berners-Lee, the World Wide Web (WWW) has had a tremendous ...

XLike - Cross-Lingual Knowledge Extraction Kickoff Meeting, Bled 2012

XLike - Cross-Lingual Knowledge Extraction Kickoff Meeting, Bled 2012

The goal of the X-LIKE project is to develop technology to monitor and aggregate knowledge that is currently spread across ...

 

XLike

The goal of the X-LIKE project is to develop technology to monitor and aggregate knowledge that is currently spread across global mainstream and social media, and to enable cross-lingual services for publishers, media monitoring and business intelligence.

In terms of research contributions, the aim is to combine scientific insights from several scientific areas to contribute in the area of cross-lingual text understanding. By combining modern computational linguistics, machine learning, text mining and semantic technologies we plan to deal with the following two key open research problems:

  1. to extract and integrate formal knowledge from multilingual texts with cross-lingual knowledge bases, and
  2. to adapt linguistic techniques and crowdsourcing to deal with irregularities in informal language used primarily in social media.

As an interlingua, knowledge resources from Linked Open Data cloud (http://linkeddata.org) will be used with special focus on general common sense knowledge base CycKB (http://www.cyc.com). For the languages where no required linguistic resources will be available, we will use a probabilistic interlingua representation trained from a comparable corpus drawn from the Wikipedia.

The solution will be applied on two case studies, both from the area of news. For the Bloomberg case study the domain will be financial news, while for the Slovenian Press Agency we will deal with general news. The technology developed in the project will be used to introduce cross-lingual and information from social media in services for publishers and end-users in the area of summarization, contextualization, personalization, and plagiarism detection. Special attention will be paid to analysing news reporting bias from multilingual sources.

The developed technology will be language-agnostic, while within the project we will specifically address English, German, Spanish, and Chinese as major world languages and Catalan and Slovenian as minority languages.