The enrichment approach using Information Extraction uses the AlchemyAPI (https://www.ibm.com/watson/services/natural-language-understanding/), it is a tool that provides a set of features to extract information from a text, such as tags extraction, language detection, entities extraction, text categorization, concepts extraction, keywords extraction, among others.
According to categorization theory, concepts are organized in categories.
Categorization of concepts involved an open-ended constructivist process in which initial categories were revised so as to compare across data and to literature; namely, the categories identified in past research efforts.
We further reasoned that the pattern of recovery might be graded across adjacent deviant levels, affording flexible selection, retrieval, and categorization of concepts at a variety of levels of abstraction.
We show that learning about sensory cues allows insects to transfer flexibly their responses to novel stimuli attaining thereby different levels of complexity, from basic generalization to categorization and concept learning consistent with rule extraction.
All of this categorization and concept-matching is Microsoft's early attempt to bring in some basic semantic search technologies into a mainstream search engine.
Examples of text mining applications are "information extraction, topic tracking, summarization, categorization, clustering, concept linkage, information visualization, or question answering" [75].
Horses excel at simple learning, but also are able to use more advanced cognitive abilities that involve categorization and concept learning.
In this paper, which is an extended version of [11], we use a methodology for malware categorization by implementing concepts from the text categorization domain, as was presented by part of the authors in [12].
Another advantage is that the extents of the types of the CSSN provide semantically uniform categorization of all concepts, which is not true for the SN.
Moreover, the SN has already proved its usefulness in providing a consistent categorization of all concepts represented in the UMLS Metathesaurus.
