Multiple Feature Fusion for Social Media Applications
Summary: Feature Interaction Graph (FIG): features as nodes, correlations as edges to fuse multi-modal signals; similarity via a Markov Random Field. Scalable retrieval for large social media data and temporal recommendations; tested on Flickr, outperforming prior work. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Bin Cui (Peking University)
- 2. Anthony K. H. Tung (National University of Singapore)
- 3. Ce Zhang (Peking University)
- 4. Zhe Zhao (Peking University)
BibTeX Citation
@inproceedings{cui_sigmod10,
title = {{Multiple Feature Fusion for Social Media Applications}},
author = {Cui, Bin and Tung, Anthony K. H. and Zhang, Ce and Zhao, Zhe},
series = {{SIGMOD} '10},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1807167.1807216},
url = {https://dl.acm.org/doi/10.1145/1807167.1807216},
year = {2010}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0010828372 |
| 3,048 | FlexRecs: Expressing and Combining Flexible Recommendations | 2009 | SIGMOD | 7.815276e-05 |
| 3,353 | Efficient EMD-based Similarity Search in Multimedia Databases via Flexible Dimensionality Reduction | 2008 | SIGMOD | 7.492706e-05 |
| 5,822 | From del.icio.us to x.qui.site: Recommendations in Social Tagging Sites | 2008 | SIGMOD | 6.0754684e-05 |
| 8,283 | PARAgrab: A Comprehensive Architecture for Web Image Management and Multimodal Querying | 2006 | VLDB | 5.4574671e-05 |
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