The Future of Research Communications and e-Scholarship

conTEXT: Exploiting Linked Data for Content Analysis

conTEXT is a platform for lightweight text analytics. It allows to semantically analyze text corpora (such as blogs, RSS/Atom feeds, Facebook, G+, Twitter or SlideWiki.org decks) and provides novel ways for browsing and visualizing the results. Furthermore, conTEXT allows researchers to provide a semantic overview of their written text in terms of the concepts and their relations in the text.

conTEXT workflow

The process of text analytics in conTEXT starts by collecting information from the web. conTEXT utilizes standard information access methods and protocols such as RSS/ATOM feeds, SPARQL endpoints and REST APIs as well as customized crawlers for WordPress and Blogger to build a corpus of information relevant for a certain user. The assembled text corpus is then processed by Natural Language Processing (NLP) services (currently FOX and DBpedia-Spotlight) which link unstructured information sources to the Linked Open Data cloud through DBpedia. The processed corpus is then further enriched by de-referencing the  DBpedia URIs as well as  matching with pre-defined natural-language patterns for DBpedia predicates (BOA patterns). The processed data can also be joined with other existing corpora in a text analytics mashup. The creation of analytics mashups requires dealing with the heterogeneity of different corpora as well as the heterogeneity of different NLP services utilized for annotation. conTEXT employs NIF (NLP Interchange Format) to deal with this heterogeneity. The processed, enriched and possibly mixed results are presented to users using different views for exploration and visualization of the data. Additionally, conTEXT provides an annotation refinement user interface based on the RDFa Content Editor (RDFaCE) to enable users to revise the annotated results. User-refined annotations are sent back to the NLP services as feedback for the purpose of learning in the system.

For more information on conTEXT visit:

Archive: https://archive.force11.net/node/4852

Leave a Comment

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Related Articles

FORCE2023 Conference
APRIL 18-20 (Online)

Thinking/Acting: The Global and the Local

#force2023

Membership

Join the FORCE11 community and take part in our groups, conference, summer school, post on FORCE11, and attend other events.

Membership

FORCE2023 Sponsors

The FORCE11 community thanks the following organizations for their financial support of the
FORCE2023 annual conference.