DocumentCode
262623
Title
A Note Taking Evaluation Index Using Term Networks in a Blended Learning Environment
Author
Nakayama, Makoto ; Mutsuura, Kouichi ; Yamamoto, Hiroshi
Author_Institution
Human Syst. Sci. / CRADLE, Tokyo Inst. of Technol., Tokyo, Japan
fYear
2014
fDate
2-4 July 2014
Firstpage
486
Lastpage
490
Abstract
To assess the transformation of a lecturer´s term-based concepts presented to students, both the lecturer´s presentation and the student´s notes in a blended learning course were lexically analyzed and represented in graphs. The contents of these notes were mathematically compared and evaluated. Graphs were then created using the noun co-occurrences in the notes, and the differences in distances between the graph of the lecturer´s presentation and the graph of the student´s notes were calculated. In the results, students recorded additional nouns to replace the nouns given by the lecturer, and introduced new nouns of their own as substitutes as well. Also, the terms students wrote in their notes were not recorded separately, but were linked with other terms.
Keywords
educational administrative data processing; graph theory; text analysis; blended learning course; blended learning environment; lecturer presentation graph; note taking evaluation index; noun cooccurrences; student notes graph; term networks; term-based concepts; Correlation; Educational institutions; Feature extraction; Indexes; Measurement; Psychology; Text analysis; blended learning; graph; note-taking; text analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Complex, Intelligent and Software Intensive Systems (CISIS), 2014 Eighth International Conference on
Conference_Location
Birmingham
Print_ISBN
978-1-4799-4326-5
Type
conf
DOI
10.1109/CISIS.2014.69
Filename
6915561
Link To Document