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- Automatic_taxonomy_construction abstract "Automatic taxonomy construction (ATC) is the use of autonomous or semi-autonomous software programs to create hierarchical outlines or taxonomical classifications from a body of texts (corpus). It is a branch of natural language processing, which in turn is a branch of artificial intelligence. ATC programs are examples of software agents and intelligent agents, and may be autonomous as well (see autonomous agent).Other names for ATC include taxonomy generation, taxonomy learning, taxonomy extraction, taxonomy building, and taxonomy induction. Any of these terms may be preceded by the word \"automatic\", as in automatic taxonomy induction. ATC is also referred to as semantic taxonomy induction. A taxonomy is a tree structure and includes familial (parent-offspring, sibling, etc.) relationships built-in (like in a family tree). For example, physics is an offspring of physical science, which in turn is an offspring of science. As mentioned above, the process is also called taxonomy induction. This is because, in order for a software program to construct a taxonomy from a corpus (for example, from Wikipedia, a web page, or the World Wide Web), it must induce which terms belong to the taxonomy and what the relationships between them are. Such as by identifying hyponym-hypernym pairs, among other approaches. This is done using algorithms, including statistical algorithms. Note that deduction (deductive logic) is often also employed (e.g., if B is a sibling of A, then B has the same parent as A and gets placed under that parent in the taxonomy).The primary application of automatic taxonomy construction is in ontology learning, a central activity within ontology engineering. In computer science and artificial intelligence, an ontology is a conceptual model of a (subject) domain. A domain is a given subject area or specifically defined sphere of interest. An ontology of a domain includes the vocabulary of that domain and the relationships between those concepts or entities. The backbone of most ontologies is a taxonomy, and taxonomical structure may be used throughout an ontology.As building taxonomies manually is extremely labor-intensive and time consuming, there is great motivation to automate the process.".
- Automatic_taxonomy_construction wikiPageExternalLink acl06-semantictaxonomyinduction.pdf.
- Automatic_taxonomy_construction wikiPageExternalLink download?doi=10.1.1.278.5674&rep=rep1&type=pdf.
- Automatic_taxonomy_construction wikiPageExternalLink BRT_KeywordTaxonomy_new.pdf.
- Automatic_taxonomy_construction wikiPageExternalLink acl14_structuredTaxonomy.pdf.
- Automatic_taxonomy_construction wikiPageExternalLink acl09-huiyang.pdf.
- Automatic_taxonomy_construction wikiPageExternalLink 295_Paper.pdf.
- Automatic_taxonomy_construction wikiPageExternalLink 76.pdf.
- Automatic_taxonomy_construction wikiPageExternalLink 0a85e533bbf7ae77ea000000.pdf.
- Automatic_taxonomy_construction wikiPageID "41651252".
- Automatic_taxonomy_construction wikiPageLength "3772".
- Automatic_taxonomy_construction wikiPageOutDegree "17".
- Automatic_taxonomy_construction wikiPageRevisionID "669035549".
- Automatic_taxonomy_construction wikiPageWikiLink Algorithm.
- Automatic_taxonomy_construction wikiPageWikiLink Artificial_intelligence.
- Automatic_taxonomy_construction wikiPageWikiLink Autonomous_agent.
- Automatic_taxonomy_construction wikiPageWikiLink Category:Natural_language_processing.
- Automatic_taxonomy_construction wikiPageWikiLink Category:Taxonomy.
- Automatic_taxonomy_construction wikiPageWikiLink Domain_of_discourse.
- Automatic_taxonomy_construction wikiPageWikiLink Hyponymy_and_hypernymy.
- Automatic_taxonomy_construction wikiPageWikiLink Inductive_reasoning.
- Automatic_taxonomy_construction wikiPageWikiLink Intelligent_agent.
- Automatic_taxonomy_construction wikiPageWikiLink Natural_language_processing.
- Automatic_taxonomy_construction wikiPageWikiLink Ontology_(information_science).
- Automatic_taxonomy_construction wikiPageWikiLink Ontology_engineering.
- Automatic_taxonomy_construction wikiPageWikiLink Ontology_learning.
- Automatic_taxonomy_construction wikiPageWikiLink Software_agent.
- Automatic_taxonomy_construction wikiPageWikiLink Taxonomy_for_search_engines.
- Automatic_taxonomy_construction wikiPageWikiLink Text_corpus.
- Automatic_taxonomy_construction wikiPageWikiLink Tree_structure.
- Automatic_taxonomy_construction wikiPageWikiLinkText "Automatic taxonomy construction".
- Automatic_taxonomy_construction subject Category:Natural_language_processing.
- Automatic_taxonomy_construction subject Category:Taxonomy.
- Automatic_taxonomy_construction hypernym Use.
- Automatic_taxonomy_construction comment "Automatic taxonomy construction (ATC) is the use of autonomous or semi-autonomous software programs to create hierarchical outlines or taxonomical classifications from a body of texts (corpus). It is a branch of natural language processing, which in turn is a branch of artificial intelligence.".
- Automatic_taxonomy_construction label "Automatic taxonomy construction".
- Automatic_taxonomy_construction sameAs Q17081027.
- Automatic_taxonomy_construction sameAs m.0_86hn2.
- Automatic_taxonomy_construction sameAs Q17081027.
- Automatic_taxonomy_construction wasDerivedFrom Automatic_taxonomy_construction?oldid=669035549.
- Automatic_taxonomy_construction isPrimaryTopicOf Automatic_taxonomy_construction.