DocumentCode
185468
Title
CSCL chats analysis using R package
Author
Badea, Iulia ; Trausan-Matu, Stefan
Author_Institution
Dept. of Comput. Sci., Univ. Politeh. of Bucharest, Bucharest, Romania
fYear
2014
fDate
17-19 Oct. 2014
Firstpage
879
Lastpage
884
Abstract
This paper pCSCL chats analysisresents an approach to text analysis using time series and text mining, in order to extract knowledge from texts in order to analyze the types of texts that are closely related to the time factor, texts whose content can be represented on a temporal axis, such as logs chats. These techniques applied to the document type chat for determining correlations between words that occur most frequently in dialogs, and due to high frequency of occurrence are topics of discussion in the chat, and determine correlations between intervention participants in the dialogue. They can be represented using time series model, the coordinate time is the time of writing reply, and the value at that point is to replicate itself. Based on this representation, can be easily calculated correlations between rhythmic interventions with high occurrence. Research use R package that provides facilities for statistical processing.
Keywords
computer aided instruction; data mining; groupware; text analysis; time series; CSCL chats analysis; R package; computer supported collaborative learning; dialogs; document type chat; statistical processing; text analysis; text mining; time series model; Collaboration; Collaborative work; Educational institutions; Message systems; Natural language processing; Time series analysis; XML; CSCL (Computer Supported Collaborative Learning); Time Series; chat interactions; conversation rhythm; polyphony;
fLanguage
English
Publisher
ieee
Conference_Titel
System Theory, Control and Computing (ICSTCC), 2014 18th International Conference
Conference_Location
Sinaia
Type
conf
DOI
10.1109/ICSTCC.2014.6982530
Filename
6982530
Link To Document