Matches in SemOpenAlex for { <https://semopenalex.org/work/W181005589> ?p ?o ?g. }
- W181005589 endingPage "64" @default.
- W181005589 startingPage "29" @default.
- W181005589 abstract "Data pre-processing is the first step in any data mining process, being one of the most important but less studied tasks in educational data mining research. Pre-processing allows transforming the available raw educational data into a suitable format ready to be used by a data mining algorithm for solving a specific educational problem. However, most of the authors rarely describe this important step or only provide a few works focused on the pre-processing of data. In order to solve the lack of specific references about this topic, this paper specifically surveys the task of preparing educational data. Firstly, it describes different types of educational environments and the data they provide. Then, it shows the main tasks and issues in the pre-processing of educational data, Moodle data being mainly used in the examples. Next, it describes some general and specific pre-processing tools and finally, some conclusions and future research lines are outlined." @default.
- W181005589 created "2016-06-24" @default.
- W181005589 creator A5025041479 @default.
- W181005589 creator A5033238429 @default.
- W181005589 creator A5065641048 @default.
- W181005589 date "2013-11-07" @default.
- W181005589 modified "2023-09-30" @default.
- W181005589 title "A Survey on Pre-Processing Educational Data" @default.
- W181005589 cites W140777655 @default.
- W181005589 cites W1937000565 @default.
- W181005589 cites W1967798120 @default.
- W181005589 cites W1980049159 @default.
- W181005589 cites W1992673035 @default.
- W181005589 cites W2027711578 @default.
- W181005589 cites W2042294224 @default.
- W181005589 cites W2049097211 @default.
- W181005589 cites W2063771604 @default.
- W181005589 cites W2068635696 @default.
- W181005589 cites W2079777076 @default.
- W181005589 cites W2080803766 @default.
- W181005589 cites W2080940099 @default.
- W181005589 cites W2089892729 @default.
- W181005589 cites W2094743217 @default.
- W181005589 cites W2107047614 @default.
- W181005589 cites W2107730667 @default.
- W181005589 cites W2111303081 @default.
- W181005589 cites W2123919454 @default.
- W181005589 cites W2126882855 @default.
- W181005589 cites W2138334515 @default.
- W181005589 cites W2145912399 @default.
- W181005589 cites W2146713522 @default.
- W181005589 cites W2147402878 @default.
- W181005589 cites W2147825831 @default.
- W181005589 cites W2152685461 @default.
- W181005589 cites W2154260817 @default.
- W181005589 cites W2154541023 @default.
- W181005589 cites W2156368725 @default.
- W181005589 cites W2159294679 @default.
- W181005589 cites W2163640453 @default.
- W181005589 cites W2165923593 @default.
- W181005589 cites W2169292608 @default.
- W181005589 cites W2497192855 @default.
- W181005589 cites W2546473017 @default.
- W181005589 cites W2547303739 @default.
- W181005589 cites W4231080135 @default.
- W181005589 cites W4243626155 @default.
- W181005589 cites W49861460 @default.
- W181005589 doi "https://doi.org/10.1007/978-3-319-02738-8_2" @default.
- W181005589 hasPublicationYear "2013" @default.
- W181005589 type Work @default.
- W181005589 sameAs 181005589 @default.
- W181005589 citedByCount "44" @default.
- W181005589 countsByYear W1810055892015 @default.
- W181005589 countsByYear W1810055892016 @default.
- W181005589 countsByYear W1810055892017 @default.
- W181005589 countsByYear W1810055892018 @default.
- W181005589 countsByYear W1810055892019 @default.
- W181005589 countsByYear W1810055892020 @default.
- W181005589 countsByYear W1810055892021 @default.
- W181005589 countsByYear W1810055892022 @default.
- W181005589 countsByYear W1810055892023 @default.
- W181005589 crossrefType "book-chapter" @default.
- W181005589 hasAuthorship W181005589A5025041479 @default.
- W181005589 hasAuthorship W181005589A5033238429 @default.
- W181005589 hasAuthorship W181005589A5065641048 @default.
- W181005589 hasConcept C111919701 @default.
- W181005589 hasConcept C124101348 @default.
- W181005589 hasConcept C127413603 @default.
- W181005589 hasConcept C132964779 @default.
- W181005589 hasConcept C138827492 @default.
- W181005589 hasConcept C199360897 @default.
- W181005589 hasConcept C201995342 @default.
- W181005589 hasConcept C23123220 @default.
- W181005589 hasConcept C2522767166 @default.
- W181005589 hasConcept C2777598771 @default.
- W181005589 hasConcept C2780451532 @default.
- W181005589 hasConcept C41008148 @default.
- W181005589 hasConcept C77088390 @default.
- W181005589 hasConcept C98045186 @default.
- W181005589 hasConceptScore W181005589C111919701 @default.
- W181005589 hasConceptScore W181005589C124101348 @default.
- W181005589 hasConceptScore W181005589C127413603 @default.
- W181005589 hasConceptScore W181005589C132964779 @default.
- W181005589 hasConceptScore W181005589C138827492 @default.
- W181005589 hasConceptScore W181005589C199360897 @default.
- W181005589 hasConceptScore W181005589C201995342 @default.
- W181005589 hasConceptScore W181005589C23123220 @default.
- W181005589 hasConceptScore W181005589C2522767166 @default.
- W181005589 hasConceptScore W181005589C2777598771 @default.
- W181005589 hasConceptScore W181005589C2780451532 @default.
- W181005589 hasConceptScore W181005589C41008148 @default.
- W181005589 hasConceptScore W181005589C77088390 @default.
- W181005589 hasConceptScore W181005589C98045186 @default.
- W181005589 hasLocation W1810055891 @default.
- W181005589 hasOpenAccess W181005589 @default.
- W181005589 hasPrimaryLocation W1810055891 @default.
- W181005589 hasRelatedWork W181005589 @default.
- W181005589 hasRelatedWork W1815808201 @default.