Mood and Sentiment Assessment Using Latent Semantic Analysis
Journal Title: Romanian Journal of Human - Computer Interaction - Year 2012, Vol 5, Issue 2
Abstract
The analysis of written communication can reveal subtle information, such as speaker’s emotional state, attitude and intentions. However, these cannot always be extracted accurately, at a level comparable to humans’ abilities. Extracting emotions does not only reveal information about the speaker, but can also anticipate what effect might the text have on the person who reads it. Therefore we propose an automatic method for analyzing emotions induced by texts, more specifically a reader’s most likely emotional state after reading a news article. In order to achieve this, we combined a context independent approach (analyzing the text that is read using natural language processing tehniques) with the influences of user’s current emotional state evaluated through his/her feedback.
Authors and Affiliations
Diana Lupan , Mihai Dascălu , Ştefan Trăuşan-Matu , Traian Rebedea , Philippe Dessus , Maryse Bianco
Keywords
Related Articles
- EP ID EP28907
- DOI -
- Views 350
- Downloads 8
Dialogism Concepts in the Evaluation of the Participants of a Chat
The article introduces a model for discourse analysis, customized for chat conversation, which is used for assessing collaboration derived from the intertwining perspectives of different conversation participants. Our mo...
Analytical platform for the study of usage data generated by telemedicine services
Telemedicine researches nowadays focus more and more on the complexity of the services that can be delivered and on the development of new paradigms of healthcare delivery. The paper proposes a different approach, a stud...
Textual Complexity Assessment of Primary School French Manuals
One of the most challenging tasks in natural language processing is related to the evaluation of textual complexity and of cohesion. Thus, automatic analyzers represent a special interest for their ability of predicting...
Controlling the applications running on a Windows system by means of Android devices.
This article presents a client-server application that, enabling the user to remotely control with an Android component the applications running on the Microsoft Windows operating system. The system consists of two main...
Kinect v2 evaluation for in-home medical rehabilitation scenarios
The technology advancements greatly improved the medical services over time with virtual reality (VR) devices and applications. Currently taking advantage of these recent advancements is the medical rehabilitation field,...