Social media security and trustworthiness: overview and new direction

Z Zhang, BB Gupta - Future Generation Computer Systems, 2018 - Elsevier
The emerging social media with inherent capabilities seems to be gaining edge over
comprehensiveness, diversity and wisdom, nevertheless its security and trustworthiness …

You are what you eat: Exploring rich recipe information for cross-region food analysis

W Min, BK Bao, S Mei, Y Zhu, Y Rui… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Cuisine is a style of cooking and usually associated with a specific geographic region.
Recipes from different cuisines shared on the web are an indicator of culinary cultures in …

Multimodal marketing intent analysis for effective targeted advertising

L Zhang, J Shen, J Zhang, J Xu, Z Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
People's daily information sharing and acquisition through the Internet has become more
and more popular. The comprehensive multimodal marketing advertorial generated by 'We …

Cross-modality microblog sentiment prediction via bi-layer multimodal hypergraph learning

R Ji, F Chen, L Cao, Y Gao - IEEE Transactions on Multimedia, 2018 - ieeexplore.ieee.org
Microblog sentiment prediction has attracted extensive research focus with wide application
prospects. With the increasing proportion of multimodal tweets consisting of images, texts …

Music popularity: Metrics, characteristics, and audio-based prediction

J Lee, JS Lee - IEEE Transactions on Multimedia, 2018 - ieeexplore.ieee.org
Understanding music popularity is important not only for the artists who create and perform
music but also for the music-related industry. It has not been studied well how music …

Exploiting objective text description of images for visual sentiment analysis

A Ortis, GM Farinella, G Torrisi, S Battiato - Multimedia Tools and …, 2021 - Springer
This paper addresses the problem of Visual Sentiment Analysis focusing on the estimation
of the polarity of the sentiment evoked by an image. Starting from an embedding approach …

Multimedia story creation on social networks

F Amato, A Castiglione, F Mercorio… - Future Generation …, 2018 - Elsevier
The paper aims at proposing an original summarization technique from Online Social
Networks (OSNs) for multimedia stories' creation. In particular, for each Multimedia Social …

Multimedia summarization using social media content

F Amato, A Castiglione, V Moscato, A Picariello… - Multimedia Tools and …, 2018 - Springer
In this work, we propose a novel multimedia summarization technique from Online Social
Networks (OSNs). In particular, we model each Multimedia Social Network (MSN)—ie an …

Machine learning from crowds: A systematic review of its applications

E G. Rodrigo, JA Aledo… - … Reviews: Data Mining and …, 2019 - Wiley Online Library
Crowdsourcing opens the door to solving a wide variety of problems that previously were
unfeasible in the field of machine learning, allowing us to obtain relatively low cost labeled …

A reliable methodology to collect ground truth data of image aesthetic appeal

E Siahaan, A Hanjalic, J Redi - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Recognizing what makes an image aesthetically pleasing is crucial to the effectiveness of
many multimedia systems. Several works have attempted to build image aesthetic appeal …