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For example, text mining can include not only data extraction from text but also automated classification of content in documents.
This is exemplified by the Knext system (KNowledge EXtraction from Text) (e.g., Schubert and Tong 2003).
As SEI-Geo, systems that focus on Relation Extraction from text can help finding ontology instances.
CNNs have also been used to aid feature extraction from text.
Work on information extraction from text dates back to the late 70s, implemented by Gerald deJong ([17,18] apud [19]).
Table 2 NER and RE extraction from text Named Entities Relations Steve BallmerPerson, CEOemployment is an American businessman Microsoft who servesas the CEO Employment of Steve Ballmer MicrosoftOrganizationemployee-of having held that post since Microsoft January 2000 Steve Ballmer performsCEO.
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It is based on several text analytics processes supported, among others, by MeaningCloud, a commercial platform which provides meaning extraction from texts in a Software as a Service mode.
In this work, we have presented the Open IE paradigm of relation extraction from texts, its importance, and challenges.
In this section, we discuss the notion of relation used in Open IE and position it within the grounded literature in the area of automatic relation extraction from texts.
The special track covers some specific and, typically, newer fields, namely: environmental scanning for strategic early warning; generating linguistic descriptions of data; advances in fuzzy querying and fuzzy databases: theory and applications; fusion and ensemble techniques for online learning on data streams; and intelligent information extraction from texts.
We have developed about 3000 semantic templates that allowed us to conduct automated knowledge extraction from texts of scientific publications with about 24 different types of interactions.
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