Matches in SemOpenAlex for { <https://semopenalex.org/work/W66216032> ?p ?o ?g. }
Showing items 1 to 58 of
58
with 100 items per page.
- W66216032 endingPage "123" @default.
- W66216032 startingPage "115" @default.
- W66216032 abstract "The advent of Internet over the past few decades has totally revolutionised the fields of Science and Technology. Enormous increase in data on internet has raised the need of effective representation of textual information. The organizers of technical conferences and journals have to place the research papers in various session tracks, for which they need to spend a lot of time. The investigation provides a solution for this problem by automatic document categorization approach with the help of features selection method. Researchers and students constantly face a problem that, it is almost impossible to read most of the newly published papers to be informed of the latest progress. The time spent on reading literature review seems endless. The goal of this research is to design a domain independent automatic text categorization system to alleviate, if not totally solve, this problem. Text categorization is the task of assigning predefined categories to natural language text. This paper explores the effect of word and other values of word in the document, which express the features of a word in the document. The proposed features are exploited by a tf-itf, position of the word, compactness and these features are combined. Experiments show that the feature selection method has been effective for text categorization. The proposed text categorization approach is validated with Naive Bayesian, Decision Tree Induction, Nearest Neighbour and SVM approaches. The results of the experiment have shown comparatively good accuracy (above 95%), precision and recall, ensuring that the system is more effective and efficient. The experimental results revealed that text categorization had a significant improvement with the help of combination of these features." @default.
- W66216032 created "2016-06-24" @default.
- W66216032 creator A5003246382 @default.
- W66216032 creator A5053647868 @default.
- W66216032 creator A5064792196 @default.
- W66216032 creator A5088080426 @default.
- W66216032 date "2014-01-01" @default.
- W66216032 modified "2023-09-23" @default.
- W66216032 title "Features Selection Method for Automatic Text Categorization: A Comparative Study with WEKA and RapidMiner Tools" @default.
- W66216032 cites W1850183566 @default.
- W66216032 cites W1967203824 @default.
- W66216032 cites W2118020653 @default.
- W66216032 cites W2126502509 @default.
- W66216032 cites W2149684865 @default.
- W66216032 doi "https://doi.org/10.1007/978-3-319-03095-1_13" @default.
- W66216032 hasPublicationYear "2014" @default.
- W66216032 type Work @default.
- W66216032 sameAs 66216032 @default.
- W66216032 citedByCount "3" @default.
- W66216032 countsByYear W662160322015 @default.
- W66216032 countsByYear W662160322016 @default.
- W66216032 countsByYear W662160322018 @default.
- W66216032 crossrefType "book-chapter" @default.
- W66216032 hasAuthorship W66216032A5003246382 @default.
- W66216032 hasAuthorship W66216032A5053647868 @default.
- W66216032 hasAuthorship W66216032A5064792196 @default.
- W66216032 hasAuthorship W66216032A5088080426 @default.
- W66216032 hasConcept C154945302 @default.
- W66216032 hasConcept C204321447 @default.
- W66216032 hasConcept C2986744138 @default.
- W66216032 hasConcept C41008148 @default.
- W66216032 hasConcept C81917197 @default.
- W66216032 hasConcept C94124525 @default.
- W66216032 hasConceptScore W66216032C154945302 @default.
- W66216032 hasConceptScore W66216032C204321447 @default.
- W66216032 hasConceptScore W66216032C2986744138 @default.
- W66216032 hasConceptScore W66216032C41008148 @default.
- W66216032 hasConceptScore W66216032C81917197 @default.
- W66216032 hasConceptScore W66216032C94124525 @default.
- W66216032 hasLocation W662160321 @default.
- W66216032 hasOpenAccess W66216032 @default.
- W66216032 hasPrimaryLocation W662160321 @default.
- W66216032 hasRelatedWork W120966433 @default.
- W66216032 hasRelatedWork W2040397200 @default.
- W66216032 hasRelatedWork W2100661451 @default.
- W66216032 hasRelatedWork W2262858430 @default.
- W66216032 hasRelatedWork W2365213443 @default.
- W66216032 hasRelatedWork W2385170969 @default.
- W66216032 hasRelatedWork W2558223934 @default.
- W66216032 hasRelatedWork W3013319096 @default.
- W66216032 hasRelatedWork W3107474891 @default.
- W66216032 hasRelatedWork W1793353708 @default.
- W66216032 isParatext "false" @default.
- W66216032 isRetracted "false" @default.
- W66216032 magId "66216032" @default.
- W66216032 workType "book-chapter" @default.