Multi-modal knowledge hypergraph for diverse image retrieval

Y Zeng, Q Jin, T Bao, W Li - Proceedings of the AAAI Conference on …, 2023 - ojs.aaai.org
The task of keyword-based diverse image retrieval has received considerable attention due
to its wide demand in real-world scenarios. Existing methods either rely on a multi-stage re …

Social media-based intelligence for disaster response and management in smart cities

S Khatoon, A Asif, MM Hasan, M Alshamari - … , Machine Learning, and …, 2022 - Springer
This chapter highlights the key challenges of our ongoing project in developing an
information technology solution for emergency response and management in smart cities …

[PDF][PDF] Retrieving Diverse Social Images at MediaEval 2014: Challenge, Dataset and Evaluation.

B Ionescu, AL Gînsca, B Boteanu, A Popescu… - MediaEval, 2014 - arodes.hes-so.ch
This paper provides an overview of the Retrieving Diverse Social Images task that is
organized as part of the Media-Eval 2015 Benchmarking Initiative for Multimedia Evaluation …

Keyword-based diverse image retrieval with variational multiple instance graph

Y Zeng, Y Wang, D Liao, G Li, W Huang… - … on Neural Networks …, 2022 - ieeexplore.ieee.org
The task of cross-modal image retrieval has recently attracted considerable research
attention. In real-world scenarios, keyword-based queries issued by users are usually short …

[HTML][HTML] Bridging big data and qualitative methods in the social sciences: A case study of Twitter responses to high profile deaths by suicide

D Karamshuk, F Shaw, J Brownlie, N Sastry - Online Social Networks and …, 2017 - Elsevier
With the rise of social media, a vast amount of new primary research material has become
available to social scientists, but the sheer volume and variety of this make it difficult to …

Result diversification in social image retrieval: a benchmarking framework

B Ionescu, A Popescu, AL Radu, H Müller - Multimedia tools and …, 2016 - Springer
This article addresses the diversification of image retrieval results in the context of image
retrieval from social media. It proposes a benchmarking framework together with an …

Div150cred: A social image retrieval result diversification with user tagging credibility dataset

B Ionescu, A Popescu, M Lupu, AL Gînscă… - Proceedings of the 6th …, 2015 - dl.acm.org
In this paper we introduce a new dataset and its evaluation tools, Div150Cred, that was
designed to support shared evaluation of diversification techniques in different areas of …

Benchmarking image retrieval diversification techniques for social media

B Ionescu, M Rohm, B Boteanu… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Image retrieval has been an active research domain for over 30 years and historically it has
focused primarily on precision as an evaluation criterion. Similar to text retrieval, where the …

LAST: Location-appearance-semantic-temporal clustering based POI summarization

X Qian, Y Wu, M Li, Y Ren, S Jiang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
When planning a trip, users tend to browse Place-of-Interest (POI) information on the Internet
and then depart. Many works aimed at summarizing POIs by visual and textual analysis …

Div150multi: a social image retrieval result diversification dataset with multi-topic queries

B Ionescu, AL Gînscă, B Boteanu, M Lupu… - Proceedings of the 7th …, 2016 - dl.acm.org
In this paper we introduce a new dataset, Div150Multi, that was designed to support shared
evaluation of diversification techniques in different areas of social media photo retrieval and …