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Integrating interactivity into visualising sentiment analysis of blogs

Lee, Hyowon and Ferguson, Paul and O'Hare, Neil and Gurrin, Cathal and Smeaton, Alan F. (2010) Integrating interactivity into visualising sentiment analysis of blogs. In: IVITA 2010 - First International Workshop on Intelligent Visual Interfaces for Text Analysis, 7 February 2010, Honk Kong, China.

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Abstract

With an increased amount of freely available online resources and strong interest in automatic crawling and analysis on such resources, suitable visualisation techniques to present the results of such analysis present an important agenda for the visualisation research community. Interactivity on the Web has also become much more commonplace and acceptable as today’s Web technologies such as Web 2.0 and Flash become more widespread. While conventional graphs and charts augmented with interactivity are one way to present the output of analysis, an interaction strategy that leverages the interactivity style of the Web should be more suitable than what we see today. We present a novel interactive visualisation technique designed and implemented on top of a text-based sentiment analysis for financial blog posts where a user can easily search and browse bloggers’ aggregated opinions on commercial companies in a way that helps understand the levels of online opinion in a summarised as well as a detailed manner.

Item Type:Conference or Workshop Item (Paper)
Event Type:Workshop
Refereed:Yes
Uncontrolled Keywords:interactive visualisation; sentiment analysis; financial blogs;
Subjects:Computer Science > Interactive computer systems
Computer Science > Visualization
Computer Science > Information retrieval
DCU Faculties and Centres:DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Research Initiatives and Centres > CLARITY: The Centre for Sensor Web Technologies
Publisher:Association for Computing Machinery
Official URL:http://people.cs.ubc.ca/~carenini/IUI10-IVITAworkshop/index.htm
Copyright Information:© ACM, 2010
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:Science Foundation Ireland, SFI 07/CE/I1147, Enterprise Ireland, IP/2008/0549
ID Code:15070
Deposited On:12 Jan 2010 10:19 by Hyowon Lee. Last Modified 29 Apr 2010 10:21

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