Home| Join Now | Sign In | Trainers Login              
SPIRO, Spiro, project for student, student projects

A UNIT OF SPIRO GROUP OF COMPANIES

A RESEARCH & DEVELOPMENT ORGANIZATION
To Search
Last Live Projects with video description
VLSI Projects, Student Projects, Best Projects, College Projects Matlab Projects, vlsi projects Final Year Projects in Chennai , Final Year Training Projects in Chennai
Slideshow Image 1
Multimedia Summarization for Social Events in Microblog Stream
Post Your concept Get Project
Guidance
It is purposely dedicated for innovative students. Here we encourage students who have new concepts and projects in various domains.

For Project Title


Project Zone > Software > Multimedia

Social share: Facebook SPIRO Google Plus

Multimedia Summarization for Social Events in Microblog Stream

Category : Multimedia


Sub Category : DOTNET


Project Code : ITDMM01


Project Abstract

MULTIMEDIA SUMMARIZATION FOR SOCIAL

EVENTS IN MICROBLOG STREAM

 

ABSTRACT

In this paper we study about Microblogging services have revolutionized the way people exchange information. Confronted with the ever-increasing numbers of social events and the corresponding microblogs with multimedia contents, it is desirable to provide visualized summaries to help users to quickly grasp the essence of these social events for better understanding.While existing approaches mostly focus only on text-based summary microblog summarization with multiple media types is scarcely explored. In this paper, we propose a multimedia social event summarization framework to automatically generate visualized summaries from the microblog stream of multiple media types. Specifically, the proposed framework comprises three stages, as follows. A noise removal approach is first devised to eliminate potentially noisy images. An effective spectral filtering model is exploited to estimate the probability that an image is relevant to a given event. The intrinsic correlations among these different media types are well explored and exploited for reinforcing the cross-media subevent discovery process.



EXISTING SYSTEM

PROPOSED SYSTEM

   EXISTING CONCEPT:-

In the existing system existing approaches mostly focus only on text-based summary, microblog summarization with multiple media types (Ex: Text, Image, and Video) is scarcely explored

Most of the previous MDS techniques are designed for well-organized texts, such as news articles

PROPOSED CONCEPT:-

In the proposed system we propose a multimedia social event summarization framework to automatically generate visualized summaries from the microblog stream of multiple media types.

We conduct extensive experiments on two real-world microblog datasets to demonstrate the superiority of the proposed framework as compared to the state-of-the-art approaches.

   EXISTING TECHNIQUE:-

MDS techniques.

PROPOSED TECHNIQUE:-

latent semantic analysis (LSA) technique

    TECHNIQUE DEFNITION:-

Previous MDS techniques are designed for well-organized texts, such as news articles. However, two challenges make it greatly difficult to directly apply the traditionalMDS techniques to summarize microblogs

TECHNIQUE DEFNITION:-

Latent semantic analysis (LSA) technique to select highly ranked sentences; and a hierarchical LDA-style model is utilized in to represent content specificity as a hierarchy of topic vocabulary distributions and then sentences are selected according to these distributions.

    DRAWBACKS:-

Eliminating the potentially noisy images from rawmicroblog image collection.

 Server cluster can handle only one type  request at a time so that load balancing problem occurs

ADVANTAGES:-

With the development of microblogging, many works have shifted their focus to process microblog data.

Cross-media framework for automatically detecting social events and retrieving related candidate microblogs.


 
 
MILE STONES
GUARANTEES
CONTACT US
 
Training and Developemet, Engg Projects
So far we have provided R&D training for more than 1,00,000 engineering Students.
Latest Projects 2012, Latest Technologiy Project
Had conducted seminars in the recent trends of technology at various colleges.
Our research projects had been presented in various National & International Conferences.
Most of our projects were identified by the industries as suitable for their needs.
Our n-number of students got research scholarship to extend our assisted projects for further development.
   
   
Training and Developemt, Project Development in Chennai
SPIRO guarantees small class sizes.
Final Year Projects
SPIRO guarantees quality instructors.
Student Projects, Stupros
SPIRO guarantees competence.
Projects, student projects
SPIRO guarantees that training from SPIRO will be more cost-effective than training from any other source.
Final Year Projects, Projects, student projects
SPIRO guarantees that students in open-enrollment classes are protected against cancellations and will be able to receive desired training at the cost they expect and in the time frame they have planned.
Projects for student
SPIRO guarantees overall quality with a 100% money-back guarantee. If you're not totally satisfied for any reason, simply withdraw before the second day of any class. Notify the instructor and return all course materials and you will receive a 100% refund.
SPIRO SOLUTIONS PRIVATE LIMITED
For ECE,EEE,E&I, E&C & Mechanical,Civil, Bio-Medical
#1, C.V.R Complex, Singaravelu St, T.Nagar, Chennai - 17,
(Behind BIG BAZAAR)Tamilnadu,India
Mobile : +91-9962 067 067, +91-9176 499 499
Landline : 044-4264 1213
Email: info@spiroprojects.com

For IT, CSE, MSC, MCA, BSC(CS)B.COM(cs)
#78, 3rd Floor, Usman Road, T.Nagar, Chennai-17.
(Upstair Hotel Saravana Bhavan) Tamilnadu,India
Mobile: +91-9791 044 044, +91-9176 644 044
E-Mail: info1@spiroprojects.com
About Us | Project Training | Privacy policy | Disclaimer | Contact Us

Copyright © 2015-2016 Stupros All rights reserved.