Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313188041> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W4313188041 endingPage "131" @default.
- W4313188041 startingPage "126" @default.
- W4313188041 abstract "Text mining was a process of mining the significant information from the text documents. Any text mining system was created its process by preprocessing step; which involve tokenization, stop words removal, stemming and finally creating term frequency and inverse document frequency matrix (TF-IDF matrix). These steps provide the highest time consuming stage in knowledge discovery. The proposed method tries to build effective preprocessing step to even win area of memory space and time requirements. That by proposed a method for improved stop words removal algorithm and improved stemming algorithm based porter stemming algorithm. The proposed method is tested in two levels, first level uses only vector space model which based on used traditional stop words removal and with traditional porter stemming and the second level uses vector space model with combined features of improved stop words removal algorithm and improved stemming algorithm. The results show that using second level as effective preprocessing step for text mining application achieves good performance from reducing storage space used in memory about 10% and the processing time become faster which achieves good performance to build the final TF-IDF matrix." @default.
- W4313188041 created "2023-01-06" @default.
- W4313188041 creator A5004869320 @default.
- W4313188041 creator A5062494307 @default.
- W4313188041 creator A5064185682 @default.
- W4313188041 date "2017-02-01" @default.
- W4313188041 modified "2023-10-04" @default.
- W4313188041 title "An Effective Preprocessing Step Algorithm in Text Mining Application" @default.
- W4313188041 doi "https://doi.org/10.30684/etj.2017.138624" @default.
- W4313188041 hasPublicationYear "2017" @default.
- W4313188041 type Work @default.
- W4313188041 citedByCount "1" @default.
- W4313188041 crossrefType "journal-article" @default.
- W4313188041 hasAuthorship W4313188041A5004869320 @default.
- W4313188041 hasAuthorship W4313188041A5062494307 @default.
- W4313188041 hasAuthorship W4313188041A5064185682 @default.
- W4313188041 hasBestOaLocation W43131880411 @default.
- W4313188041 hasConcept C10551718 @default.
- W4313188041 hasConcept C106487976 @default.
- W4313188041 hasConcept C111919701 @default.
- W4313188041 hasConcept C11413529 @default.
- W4313188041 hasConcept C121332964 @default.
- W4313188041 hasConcept C124101348 @default.
- W4313188041 hasConcept C154945302 @default.
- W4313188041 hasConcept C159985019 @default.
- W4313188041 hasConcept C176982825 @default.
- W4313188041 hasConcept C188338183 @default.
- W4313188041 hasConcept C192562407 @default.
- W4313188041 hasConcept C34736171 @default.
- W4313188041 hasConcept C41008148 @default.
- W4313188041 hasConcept C61797465 @default.
- W4313188041 hasConcept C62520636 @default.
- W4313188041 hasConcept C81758059 @default.
- W4313188041 hasConcept C89686163 @default.
- W4313188041 hasConcept C98045186 @default.
- W4313188041 hasConceptScore W4313188041C10551718 @default.
- W4313188041 hasConceptScore W4313188041C106487976 @default.
- W4313188041 hasConceptScore W4313188041C111919701 @default.
- W4313188041 hasConceptScore W4313188041C11413529 @default.
- W4313188041 hasConceptScore W4313188041C121332964 @default.
- W4313188041 hasConceptScore W4313188041C124101348 @default.
- W4313188041 hasConceptScore W4313188041C154945302 @default.
- W4313188041 hasConceptScore W4313188041C159985019 @default.
- W4313188041 hasConceptScore W4313188041C176982825 @default.
- W4313188041 hasConceptScore W4313188041C188338183 @default.
- W4313188041 hasConceptScore W4313188041C192562407 @default.
- W4313188041 hasConceptScore W4313188041C34736171 @default.
- W4313188041 hasConceptScore W4313188041C41008148 @default.
- W4313188041 hasConceptScore W4313188041C61797465 @default.
- W4313188041 hasConceptScore W4313188041C62520636 @default.
- W4313188041 hasConceptScore W4313188041C81758059 @default.
- W4313188041 hasConceptScore W4313188041C89686163 @default.
- W4313188041 hasConceptScore W4313188041C98045186 @default.
- W4313188041 hasIssue "2B" @default.
- W4313188041 hasLocation W43131880411 @default.
- W4313188041 hasOpenAccess W4313188041 @default.
- W4313188041 hasPrimaryLocation W43131880411 @default.
- W4313188041 hasRelatedWork W1516839994 @default.
- W4313188041 hasRelatedWork W2978993618 @default.
- W4313188041 hasRelatedWork W3005028872 @default.
- W4313188041 hasRelatedWork W3008699972 @default.
- W4313188041 hasRelatedWork W3092506759 @default.
- W4313188041 hasRelatedWork W3190431232 @default.
- W4313188041 hasRelatedWork W4240717064 @default.
- W4313188041 hasRelatedWork W4248881655 @default.
- W4313188041 hasRelatedWork W4285169119 @default.
- W4313188041 hasRelatedWork W4313188041 @default.
- W4313188041 hasVolume "35" @default.
- W4313188041 isParatext "false" @default.
- W4313188041 isRetracted "false" @default.
- W4313188041 workType "article" @default.