CSCL chats´ analysis using time series

Author

Badea, Iulia ; Trausan-Matu, Stefan

Author_Institution

Dept. of Comput. Sci., Univ. “Politeh.” of Bucharest, Bucharest, Romania

fYear

2014

fDate

11-13 Sept. 2014

Firstpage

1

Lastpage

3

Abstract

The paper presents a research towards the combination of text mining and time series analysis in order to develop tools for the analysis of sequences of time-related documents, like chat logs. It is described an experiment of using such techniques applied on chats, for determining correlations among most frequently used words, considering their time occurrences and computing the correlations between the rhythmicities of interventions with high frequency appearance, using the time series model.

Keywords

computer aided instruction; data mining; electronic messaging; groupware; text analysis; time series; CSCL chat analysis; chat logs; computer supported collaborative learning; text mining; time series analysis; time series model; time-related documents; Collaboration; Educational institutions; Natural language processing; Text mining; Time series analysis; XML; CSCL; chat interaction; conversation rhythm; polyphony; time series;

fLanguage

English

Publisher

ieee

Conference_Titel

RoEduNet Conference 13th Edition: Networking in Education and Research Joint Event RENAM 8th Conference, 2014

Conference_Location

Chisinau

ISSN

2068-1038

Print_ISBN

978-1-4799-6860-2

Type

conf

DOI

10.1109/RoEduNet-RENAM.2014.6955324

Filename

6955324