Multimedia big data computing and Internet of Things applications: A taxonomy and process model

A Kumari, S Tanwar, S Tyagi, N Kumar… - Journal of Network and …, 2018 - Elsevier
With an exponential increase in the provisioning of multimedia devices over the Internet of
Things (IoT), a significant amount of multimedia data (also referred to as multimedia big data …

An overview of cluster-based image search result organization: background, techniques, and ongoing challenges

J Tekli - Knowledge and Information Systems, 2022 - Springer
Digital photographs and visual data have become increasingly available, especially on the
Web considered as the largest image database to date. However, the value of multimedia …

Hawkes processes for events in social media

MA Rizoiu, Y Lee, S Mishra, L **e - Frontiers of multimedia research, 2017 - dl.acm.org
This chapter provides an accessible introduction for point processes, and especially Hawkes
processes, for modeling discrete, inter-dependent events over continuous time. We start by …

Deep learning for video classification and captioning

Z Wu, T Yao, Y Fu, YG Jiang - Frontiers of multimedia research, 2017 - dl.acm.org
Today's digital contents are inherently multimedia: text, audio, image, video, and so on.
Video, in particular, has become a new way of communication between Internet users with …

Interactive search in image retrieval: a survey

B Thomee, MS Lew - International Journal of Multimedia Information …, 2012 - Springer
We are living in an Age of Information where the amount of accessible data from science
and culture is almost limitless. However, this also means that finding an item of interest is …

Information for inspiration: Understanding architects' information seeking and use behaviors to inform design

S Makri, C Warwick - Journal of the American Society for …, 2010 - Wiley Online Library
Architectural design projects are heavily reliant on electronic information seeking. However,
there have been few studies on how architects look for and use information on the Web. We …

Multimedia big data computing

W Zhu, P Cui, Z Wang, G Hua - IEEE multimedia, 2015 - ieeexplore.ieee.org
With the proliferation of social media, which is largely fostered by the boom of the Internet
and mobile ecosystems, a huge amount of multimedia data has been generated, forming the …

User intent in multimedia search: a survey of the state of the art and future challenges

C Kofler, M Larson, A Hanjalic - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Today's multimedia search engines are expected to respond to queries reflecting a wide
variety of information needs from users with different goals. The topical dimension (“what” …

Representativeness and face-ism: Gender bias in image search

R Ulloa, AC Richter, M Makhortykh… - new media & …, 2024 - journals.sagepub.com
Implicit and explicit gender biases in media representations of individuals have long existed.
Women are less likely to be represented in gender-neutral media content (representation …

Investigating examination behavior of image search users

X **e, Y Liu, X Wang, M Wang, Z Wu, Y Wu… - Proceedings of the 40th …, 2017 - dl.acm.org
Image search engines show results differently from general Web search engines in three
key ways:(1) most Web-based image search engines adopt the two-dimensional result …