ANALYZING AND EXTRACTING SOCIALMINING TRENDS THROUGH WEB OPINION DEVELOPMENTS VIA DENSITY BASED CLUSTERING
Journal Title: International Journal of Advanced Research in Computer Engineering & Technology(IJARCET) - Year 2013, Vol 2, Issue 1
Abstract
The advancement of Web technologieslead to a large volume of Web opinions,which is available throughout on social media sites such as twitters,Facebook and LinkedIn. These technologies provide a platform for Internet users around the world to communicate with each other and express their various opinions. Analysis of developing Web opinions is potentially valuable for discovering ongoing topics of interests of the public such as current trends and crime detection. Unlike regular documents, Web opinions are short and sparse text messages with noisy content. Typical document clustering techniques with the goal of clustering all documents applied to Web opinions produce degradable performance. In this paper, we investigated the density-based clustering algorithm and proposed the scalable distance-based clustering technique for Web opinion clustering. This Web opinion clustering technique enables the identification of themes within discussions in web social networks and their development, as well as the interactions ofactive participants. We also developed interactive visualization tools, which make use of the identified topic clusters to display social network development, the network topology similarity between topics, and the similarity values between participants.
Authors and Affiliations
Jeswin Roy Dcouth , MohanRaj. T
Keywords
Related Articles
- EP ID EP109703
- DOI -
- Views 91
- Downloads 0
A Comparative Analysis in Terms of Message Passing & Complexity of Different Coordinator Selection Algorithms in Distributed System
In distributed systems, many of the algorithms that have been used are typically not completely symmetrical, and some node has to take the lead in initiating the algorithm. The main role of an elected coordinator i...
Real Time Static Hand Gesture Recognition System in Simple Background for Devanagari Number System
Hand gesture recognition is one of the key techniques in developing user-friendly interfaces for human-computer interaction. Static hand gestures are the most essential facets of gesture recognition. User independence is...
Scheme of security in Mobile Ad Hoc Networks using Route Blacklist Limit Mechanism
Routing protocols play an important role for communications in Mobile Ad Hoc Network Mobile Ad hoc Networks (MANET) has various types of Denial of Service Attacks (DoS) are possible because of the inherent limi...
Secured Cost Effective Group Handover Authentication Scheme For WiMAX Networks
Technological improvement of Wireless Communication is important aspect of our daily life. Mobile WiMAX IEEE 802.16m standard aims at fulfilling the requirements on 4G Systems. Providing seamless handover authentication...
Design of Wireless Monitor System Based On S3C2440 and GPRS
This Paper introduces a new type Wireless Monitoring System, which applied in Industrial Field. In the Proposed system, the main hardware includes the S3C2440 Microcontroller based on ARM9 core, and the software adop...