Matches in SemOpenAlex for { <https://semopenalex.org/work/W2000933650> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W2000933650 abstract "Text categorization is the task in which documents are classified into one or more of predefined categories based on their contents. This paper shows that the proposed system consists of three main steps: document representation, classifier construction and performance evaluation. In the first step, a set of pre-classified documents is provided. Input documents are initially pre-processed in order to be split into features and eliminate non-informative features. The remaining features are next weighted based on the frequency of each feature in that document and standardized by reducing a feature to its root using the stemming process. Due to the large number of features even after the non-informative features removal and the stemming process, the proposed system applies specific thresholds to extract distinct features which represent the input document. In the second step, the text categorization model (classifier) is built by learning the distinct features which represent all the pre-classified documents, this process can be achieved by using one of the supervised classification techniques that is called the rough set theory. The model uses a pair of precise concepts from the above theory that are called lower and upper approximations to classify any test document into one or more of main categories and sub-categories. In the final step, the performance of the proposed system is evaluated. It has achieved good results up to 96%, when applied to a number of test documents for each sub-category of main categories." @default.
- W2000933650 created "2016-06-24" @default.
- W2000933650 creator A5034378865 @default.
- W2000933650 creator A5069307803 @default.
- W2000933650 date "2012-11-01" @default.
- W2000933650 modified "2023-10-18" @default.
- W2000933650 title "Hybrid Intelligent Technique for Text Categorization" @default.
- W2000933650 cites W2034998024 @default.
- W2000933650 cites W2064794832 @default.
- W2000933650 cites W2118020653 @default.
- W2000933650 cites W4243626155 @default.
- W2000933650 cites W80463681 @default.
- W2000933650 doi "https://doi.org/10.1109/acsat.2012.50" @default.
- W2000933650 hasPublicationYear "2012" @default.
- W2000933650 type Work @default.
- W2000933650 sameAs 2000933650 @default.
- W2000933650 citedByCount "7" @default.
- W2000933650 countsByYear W20009336502014 @default.
- W2000933650 countsByYear W20009336502017 @default.
- W2000933650 countsByYear W20009336502019 @default.
- W2000933650 countsByYear W20009336502022 @default.
- W2000933650 countsByYear W20009336502023 @default.
- W2000933650 crossrefType "proceedings-article" @default.
- W2000933650 hasAuthorship W2000933650A5034378865 @default.
- W2000933650 hasAuthorship W2000933650A5069307803 @default.
- W2000933650 hasConcept C111919701 @default.
- W2000933650 hasConcept C119857082 @default.
- W2000933650 hasConcept C124101348 @default.
- W2000933650 hasConcept C138885662 @default.
- W2000933650 hasConcept C153180895 @default.
- W2000933650 hasConcept C154945302 @default.
- W2000933650 hasConcept C177264268 @default.
- W2000933650 hasConcept C199360897 @default.
- W2000933650 hasConcept C204321447 @default.
- W2000933650 hasConcept C2776401178 @default.
- W2000933650 hasConcept C2780479914 @default.
- W2000933650 hasConcept C2986744138 @default.
- W2000933650 hasConcept C41008148 @default.
- W2000933650 hasConcept C41895202 @default.
- W2000933650 hasConcept C94124525 @default.
- W2000933650 hasConcept C95623464 @default.
- W2000933650 hasConcept C98045186 @default.
- W2000933650 hasConceptScore W2000933650C111919701 @default.
- W2000933650 hasConceptScore W2000933650C119857082 @default.
- W2000933650 hasConceptScore W2000933650C124101348 @default.
- W2000933650 hasConceptScore W2000933650C138885662 @default.
- W2000933650 hasConceptScore W2000933650C153180895 @default.
- W2000933650 hasConceptScore W2000933650C154945302 @default.
- W2000933650 hasConceptScore W2000933650C177264268 @default.
- W2000933650 hasConceptScore W2000933650C199360897 @default.
- W2000933650 hasConceptScore W2000933650C204321447 @default.
- W2000933650 hasConceptScore W2000933650C2776401178 @default.
- W2000933650 hasConceptScore W2000933650C2780479914 @default.
- W2000933650 hasConceptScore W2000933650C2986744138 @default.
- W2000933650 hasConceptScore W2000933650C41008148 @default.
- W2000933650 hasConceptScore W2000933650C41895202 @default.
- W2000933650 hasConceptScore W2000933650C94124525 @default.
- W2000933650 hasConceptScore W2000933650C95623464 @default.
- W2000933650 hasConceptScore W2000933650C98045186 @default.
- W2000933650 hasLocation W20009336501 @default.
- W2000933650 hasOpenAccess W2000933650 @default.
- W2000933650 hasPrimaryLocation W20009336501 @default.
- W2000933650 hasRelatedWork W1519930985 @default.
- W2000933650 hasRelatedWork W1967203824 @default.
- W2000933650 hasRelatedWork W2000933650 @default.
- W2000933650 hasRelatedWork W2071195557 @default.
- W2000933650 hasRelatedWork W2118020653 @default.
- W2000933650 hasRelatedWork W2136454756 @default.
- W2000933650 hasRelatedWork W2155406387 @default.
- W2000933650 hasRelatedWork W2370120811 @default.
- W2000933650 hasRelatedWork W2385170969 @default.
- W2000933650 hasRelatedWork W3206492497 @default.
- W2000933650 isParatext "false" @default.
- W2000933650 isRetracted "false" @default.
- W2000933650 magId "2000933650" @default.
- W2000933650 workType "article" @default.