Use of software programs to generate taxonomical classifications from a body of texts
Automatic taxonomy construction (ATC) is the use of software programs to generate taxonomical classifications from a body of texts called a corpus. ATC is a branch of natural language processing, which in turn is a branch of artificial intelligence.
A taxonomy (or taxonomical classification) is a scheme of classification, especially, a hierarchical classification, in which things are organized into groups or types.[1][2][3][4][5][6] Among other things, a taxonomy can be used to organize and index knowledge (stored as documents, articles, videos, etc.), such as in the form of a library classification system, or a search engine taxonomy, so that users can more easily find the information they are searching for. Many taxonomies are hierarchies (and thus, have an intrinsic tree structure), but not all are.
Manually developing and maintaining a taxonomy is a labor-intensive task requiring significant time and resources, including familiarity of or expertise in the taxonomy's domain (scope, subject, or field), which drives the costs and limits the scope of such projects. Also, domain modelers have their own points of view which inevitably, even if unintentionally, work their way into the taxonomy. ATC uses artificial intelligence techniques to quickly automatically generate a taxonomy for a domain in order to avoid these problems and remove limitations.
Automatictaxonomyconstruction (ATC) is the use of software programs to generate taxonomical classifications from a body of texts called a corpus. ATC...
training Automatictaxonomyconstruction, a branch of natural language processing, which applies software programs to generate taxonomical classifications...
Limited largely to EBI and Bio Portal lookup service extensions. Automatictaxonomyconstruction Computational linguistics Domain ontology Information extraction...
language processing (NLP) Named Entity Recognition Automatic summarization Automatictaxonomyconstruction Dialog system Grammar checker Language recognition...
form. Advocates of construction grammar argue that language and culture are not designed by people, but are 'emergent' or automatically constructed in a...
The Hierarchical Taxonomy Of Psychopathology (HiTOP) consortium was formed in 2015 as a grassroots effort to articulate a classification of mental health...
arrived in 1461, cut down the remaining tamarisk trees for firewood and construction, and introduced goats that ate the other vegetation. They also introduced...
sometimes confused with the species Holarrhena pubescens due to a second, taxonomically invalid publication of the name Holarrhena pubescens. It is known in...
Automatic item generation (AIG), or automated item generation, is a process linking psychometrics with computer programming. It uses a computer algorithm...
from the original (xls) on 2015-06-26. Retrieved 2014-10-17. USDA GRIN Taxonomy USDA, NRCS (n.d.). "Sonchus asper". The PLANTS Database (plants.usda.gov)...
a DBpedia LinkedData resource, further information can be retrieved automatically and a Semantic Reasoner can for example infer that the mentioned entity...
Okinawan woodpecker, Pryer's woodpecker and Ryukyu woodpecker. Some taxonomic authorities place this species in the monotypic genus Sapheopipo. This...
variable automatic computer). This machine has only recently been completed in America, but the von Neumann report inspired the construction of the E...
Latin). Gottingen, Sweden: Apud H. Dieterich. p. 523. De AB. (1997). "Taxonomy of Royoporus badius comb. nov". Mycotaxon. 65: 469–74. De AB. (1996). "Royoporus...
Cassia speciosa Schrad. (see also above) Chamaefistula speciosa G.Don The taxonomic tree of Senna spectabillis: Senna spectabilis has a few medicinal properties...
original on 2017-08-10. Retrieved 2013-03-04. "Classification of Mammals : Taxonomy table | Mammals'Planet". www.planet-mammiferes.org. Archived from the original...
"Fungi of Mount Shasta (1936–51)". Sydowia. 9: 94–215. Harmsen L (1960). "Taxonomic and cultural studies on brown-spored species of the genus". Friesia. 6:...
language that is defined in the Gellish English Dictionary-Taxonomy, which has the form of a Taxonomy-Ontology (similarly for Dutch). Gellish Formal English...
decreased over time from the first to third period. Predators identified by automatic cameras showed that black rat Rattus rattus was the major nest predator...
2017, A new subfamily classification of the Leguminosae based on a taxonomically comprehensive phylogeny , Taxon , vol. = 66 , number = 1 , pages = 44–77...
gardens. The timber of spotted gum is strong, and exploited in a range of construction uses. It is used in flooring although the pale sapwood is susceptible...
language and its explicit construction. The term glossopoeia is also used to mean language construction, particularly construction of artistic languages....
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