Sentence examples for semantics of text from inspiring English sources

While we have seen tremendous efforts in the past years to standardize and link lexical taxonomies and ontologies2, there has not been a widespread use of such structured resources for the formal representation of the semantics of text.

BOW models seem to oversimplify the text modeling since the semantics of texts often lie in word order, syntax, and other complex factors.

Developmentally, children of junior elementary grades rely heavily on word-level reading-related skills, namely oral vocabulary and word semantics, for text comprehension.

A proper treatment of text semantics can lead to more appropriate results for certain applications [2].

Although several researches have been developed in the text mining field, the processing of text semantics remains an open research problem.

Automated essay evaluation represents a practical solution to this task, however, its main weakness is the predominant focus on vocabulary and text syntax, and limited consideration of text semantics.

The mapping indicates that there is space for secondary studies in areas that has a high number of primary studies, such as studies of feature enrichment for a better text representation in the vector space model; use of classification methods; use of clustering methods; and the use of latent semantics in text mining.

Our assumption is that entities mentioned in the same fragment of text share some semantics between them, thus entities with low semantic similarity are considered to be errors.

Therefore, our intention is to present an overview of semantics-concerned text mining, presenting a map of studies that has been developed by the research community, and not to present deep details of the studies.

As text semantics has an important role in text meaning, the term semantics has been seen in a vast sort of text mining studies.

The messaging semantics of messaging protocols like Simple Text Orientated Messaging Protocol (STOMP), http://stomp.github.com/, covers what is presently needed for event-based communication between LiU EEE components.