Evaluation and Automatic Summarization of Chat Conversations
Journal Title: Romanian Journal of Human - Computer Interaction - Year 2010, Vol 3, Issue 3
Abstract
With the continuous evolution of collaborative environments, the need for automatic analysis and participant assessment in Instant Messenger discussions (chats) has become more and more important. Moreover, a key element in a grading and evaluation system for participants and utterances is summarization. In order to achieve the previous goals, a series of factors specific to natural language processing (including semantic analysis by means of Latent Semantic Analysis - LSA) and data-mining were taken into consideration. In order to achieve a thorough and multi-perspective approach for assessing participants, the system includes facilities derived from Page’s essay grading techniques, readability assessment and metrics specific to social networks analysis. A golden standard was used for assessing the relevance of the obtained results and for validation purposes of the proposed method.
Authors and Affiliations
Mihai Dascălu, Ștefan Trăușan-Matu, Philippe Dessus
Keywords
Related Articles
- EP ID EP28837
- DOI -
- Views 393
- Downloads 10
A Multidimensional Model of the Usefulness of Facebook for University Students
The popularity of social networking websites among university students stimulated the interest for studying the potential of use for educational purposes. The objective of this study is to test and validate a multidimens...
Language Resources for a Question-Answering System for Romanian
We describe here several language resources (a lexicon, a paradigmatic morphology, two linguistic thesauri – the Romanian wordnet and Eurovoc – and a parallel multilingual corpus) from the perspective of their utility es...
Personas Method in the Context of Semantic Web
Personas is a one of the most used method for gathering and presenting the user preferences in the context of the Human-Computer Interaction. However, a few studies have focused on linking information obtained via the Pe...
Network Based Analysis Of Intertextual Relations
The texts are not discrete and closed-off entities and this article gives evidences that the texts are interconnected in various ways. In this sense, taking a glimpse at the research extant in the field of network based...
A general description of automatic speech recognition systems architecture
Over the last decades, the progress in the ASR domain has been amplified by a significant amount of technical and scientific advancements, amongst which the continuous expansion in the power of computing systems. From a...