Special Issue "Intelligent Innovations in Multimedia Data"
Deadline for manuscript submissions: closed (30 June 2020).
Interests: multimedia, database systems, knowledge management, big data
Special Issues and Collections in MDPI journals
In the last years, the spread of online social networks (OSNs) has provided users with new ways to interact on an interactive platform to create and share multimedia content such as text, image, video, audio, and so on. It is noteworthy that OSNs, both for the amount of data they produce and for the high peace of streaming, represent without any doubt the essence of big data.
As a consequence, this new availability of data has allowed researchers to investigate the suitability of big data, machine learning and, more recently, deep learning approaches to the development of intelligent innovations in multimedia data processing. Common applications include social dynamic analysis, user behavior prediction, multimedia content and social graph evolution modeling, computer vision, text mining and pattern discovery on graphs, usually aimed at designing human-centric multimedia applications and services, such as information retrieval, recommendation, summarization, viral marketing, event recognition, expert finding, community detection, user profiling, security and social data privacy.
The aim of this Special Issue is to collect the most recent innovation in the processing of multimedia data generated by user interaction and activities over online social networks. We would like to gather researchers from different disciplines and methodological backgrounds to discuss new ideas, research questions, recent results, and future challenges in this emerging area of research and public interest. Potential topics include, but are not limited to:
- Multimedia information retrieval
- Text processing and information mining
- Multimedia recommendations
- Spreading news on social media
- Event detection
- User profiling
- Computer vision to track user habits and activities
- Fake news detection and countermeasures
Prof. Dr. Vincenzo Moscato
Dr. Giancarlo Sperlì
Dr. Stefano Marrone
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
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