Opinion Mining Using Sequence Labelling
Journal Title: Transactions on Machine Learning and Artificial Intelligence - Year 2015, Vol 3, Issue 1
Abstract
Opinion mining aims to determine the attitude of a person by identifying and extracting subjective information. The attitude is the judgement, evaluation or emotional state of the person towards a product, or service or a person. An essential task in opinion mining is to classify the polarity of a review at the document, sentence, or feature level whether the expressed opinion is positive, negative or neutral. The main objective of this research work is to formulate opinion mining task as sequence labelling and to build the models for classifying the opinion about the product Kingston Pen drive review as positive or negative. The performances are evaluated and the comparative results are analyzed and reported.
Authors and Affiliations
Vijiyalakshmi S, Vijaya M S
Keywords
Related Articles
- EP ID EP278945
- DOI 10.14738/tmlai.31.870
- Views 61
- Downloads 0
Evaluation of Tools and Techniques for the Generation of Warning Alerts: A Survey Paper
Quality assurance is a key factor for the improvement of an organizational behaviour. It is quite challenging to enhance an organizational performance without realising internal errors and mistakes done by its employees....
Bilingual Information Hiding System: A Formalized Approach
Steganography and cryptography are used to maintain privacy and security over communication channels. Due to their complexity and diversity, there is a need for their continuous improvements. In this paper, we consider s...
Difficulty-Level Classification for English Writings
The popularity of e-books has grown recently. As the number of e-books continues to increase, the task of categorizing all books manually requires a significant amount of time. If English sentences can be categorized acc...
Urban Flood Forecast using Machine Learning on Real Time Sensor Data
All the underpasses, flyovers and drainage networks in the urban areas are designed to manage a maximum rainfall. This situation implies an accepted flood risk for any greater rainfall event. This threat is very often un...
SIMARECH 3: A New Application for the Governance of Scientific Research
In the international context of research assessment, many countries appear to move critically towards a quantitative evaluation policy, which would eventually complement or replace the traditional peer review system. How...