Advances in Multimedia

Advanced Issues on Topic Detection, Tracking, and Trend Analysis for Social Multimedia


Publishing date
17 Apr 2015
Status
Published
Submission deadline
28 Nov 2014

1Sungkyul University, Gyeonggi-do, Republic of Korea

2La Trobe University, Mildura, Australia

3York University, Toronto, Canada


Advanced Issues on Topic Detection, Tracking, and Trend Analysis for Social Multimedia

Description

In recent years, the smartphone boom has made various social media monitoring including news, blogs, Twitter, and Facebook in a social phenomenon. Twitter is an online social networking and microblogging service which has gained worldwide popularity with over 500 million active users as of 2012. Even though one tweet may contain at most 140 characters, the number of tweets that are generated daily is enormous and hence they, collectively, could give important clues to resolving several issues such as public opinion, current trend, and burst keywords. If detecting the information could be successfully done, various services related to the information, such as multimedia contents recommendation and trend contents visualization, can be provided. So far, many studies have been done to pursue these purposes. Therefore, we are looking for efficient and effective meaningful information such as topic and trend detecting/tracking algorithms on SNS (social network services) big data.

The goal of this special issue is to discover new efficient and effective topic detection and tracking algorithms and trend analysis techniques on SNS big data.

Potential topics include, but are not limited to:

  • Algorithms and systems for social multimedia search
  • Data mining for social multimedia
  • Multimedia contents recommendation systems based on detected meaningful information
  • Novel theoretical models and new computational models for social multimedia data
  • Privacy and security issues for social multimedia data
  • Topic detection and tracking (TDT) for social multimedia data
  • Visualization analytics for social multimedia data

Articles

  • Special Issue
  • - Volume 2015
  • - Article ID 709646
  • - Editorial

Advanced Issues on Topic Detection, Tracking, and Trend Analysis for Social Multimedia

Seungmin Rho | Wenny Rahayu | Uyen Trang Nguyen
  • Special Issue
  • - Volume 2015
  • - Article ID 575687
  • - Research Article

Performance Comparison of OpenMP, MPI, and MapReduce in Practical Problems

Sol Ji Kang | Sang Yeon Lee | Keon Myung Lee
  • Special Issue
  • - Volume 2015
  • - Article ID 420848
  • - Research Article

Development of Ontology and 3D Software for the Diseases of Spine

Seungbock Lee | Sangho Lee | ... | Sukil Kim
  • Special Issue
  • - Volume 2015
  • - Article ID 439020
  • - Research Article

Supporting Image Search with Tag Clouds: A Preliminary Approach

Francesco Guerra | Giovanni Simonini | Maurizio Vincini
  • Special Issue
  • - Volume 2015
  • - Article ID 498408
  • - Research Article

An Empirical Analysis of Technology Transfer of National R&D Projects in South Korea

Mi-Sun Kim | Dong-Ho Shin | ... | Byeong-Hee Lee
  • Special Issue
  • - Volume 2015
  • - Article ID 380849
  • - Research Article

Preprocessing Techniques for High-Efficiency Data Compression in Wireless Multimedia Sensor Networks

Junho Park | Jaesoo Yoo
  • Special Issue
  • - Volume 2015
  • - Article ID 960416
  • - Research Article

Study on Strengthening Plan of Safety Network CCTV Monitoring by Steganography and User Authentication

Jung-oh Park | Sanggeun Kim
  • Special Issue
  • - Volume 2015
  • - Article ID 468128
  • - Research Article

Coevolution of Artificial Agents Using Evolutionary Computation in Bargaining Game

Sangwook Lee
  • Special Issue
  • - Volume 2015
  • - Article ID 956416
  • - Research Article

Security Requirements for Multimedia Archives

Sang Bae Park
  • Special Issue
  • - Volume 2015
  • - Article ID 420689
  • - Research Article

Discovering Congested Routes Using Vehicle Trajectories in Road Networks

Kyoung Soo Bok | He Li | ... | Jae Soo Yoo
Advances in Multimedia
 Journal metrics
Acceptance rate-
Submission to final decision72 days
Acceptance to publication19 days
CiteScore0.770
Impact Factor-
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