Toolkit for automatic analysis of chat conversations

Ana Gainaru, Stefan Daniel Dumitrescu, Stefan Trausan-Matu

Research output: Contribution to conferencePaperpeer-review

3 Scopus citations

Abstract

Text-based tools, such as instant messaging, forums or blogs enable online collaboration in communities all over the world. Data sources that are more conversational in nature tend to have a typical, time-driven structure that existing text analyzing tools don't take into consideration. In this paper we propose a toolkit for information extraction from chat sessions. The system is optimized for conversational structures, integrates natural language processing with knowledge manipulation and permits to detect the topics of chat, the threads of discussion, lexical chains, the interferences between replies and coreferences.

Original languageEnglish
Pages99-102
Number of pages4
DOIs
StatePublished - 2010
Externally publishedYes
Event8th International Conference on Communications, COMM 2010 - Bucharest, Romania
Duration: Jun 10 2010Jun 12 2010

Conference

Conference8th International Conference on Communications, COMM 2010
Country/TerritoryRomania
CityBucharest
Period06/10/1006/12/10

Keywords

  • Chat analysis
  • Semantic closeness
  • Text processing

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