20.4.2.1.2 Social Media Search, Large Scale Systems, Web-Scale System

Chapter Contents (Back)
Social Media. Web Scale Database. Internet Scale Database. Representation. Retrieval Mechanism.
See also Internet Label Information.

Gao, Y., Wang, M., Zha, Z.J., Shen, J., Li, X., Wu, X.,
Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search,
IP(22), No. 1, January 2013, pp. 363-376.
IEEE DOI 1301
BibRef

Wu, L.[Lei], Jin, R.[Rong], Jain, A.K.,
Tag Completion for Image Retrieval,
PAMI(35), No. 3, March 2013, pp. 716-727.
IEEE DOI 1303
Social image search. Fill in missing tags. BibRef

Ksibi, A.[Amel], Ben Ammar, A.[Anis], Ben Amar, C.[Chokri],
Adaptive diversification for tag-based social image retrieval,
MultInfoRetr(3), No. 1, March 2014, pp. 29-39.
WWW Link. 1403
BibRef

Ksibi, A.[Amel], Feki, G.[Ghada], Ben Ammar, A.[Anis],
Effective Diversification for Ambiguous Queries in Social Image Retrieval,
CAIP13(II:571-578).
Springer DOI 1311
BibRef

Ksibi, A., Dammak, M., Ben Ammar, A., Mejdoub, M., Ben Amar, C.,
Flickr-based semantic context to refine automatic photo annotation,
IPTA12(377-382)
IEEE DOI 1503
image processing BibRef

Xu, Z.[Zhe], Zhang, Y.[Ya], Cao, L.B.[Long-Bing],
Social Image Analysis From a Non-IID Perspective,
MultMed(16), No. 7, November 2014, pp. 1986-1998.
IEEE DOI 1411
data mining Not independent and identically distributed. Image clustering using social tags. BibRef

Li, M.[Ming], Sun, Y.[Yeran], Fan, H.C.[Hong-Chao],
Contextualized Relevance Evaluation of Geographic Information for Mobile Users in Location-Based Social Networks,
IJGI(4), No. 2, 2015, pp. 799.
DOI Link 1507
BibRef

Sun, Y.[Yeran], Li, M.[Ming],
Investigation of Travel and Activity Patterns Using Location-based Social Network Data: A Case Study of Active Mobile Social Media Users,
IJGI(4), No. 3, 2015, pp. 1512.
DOI Link 1511
BibRef

Oh, S.M.[Sang-Min], Pandey, M.[Megha], Kim, I.[Ilseo], Hoogs, A.[Anthony],
Image-oriented economic perspective on user behavior in multimedia social forums: An analysis on supply, consumption, and saliency,
PRL(72), No. 1, 2016, pp. 33-40.
Elsevier DOI 1604
analyzing individual user's behavioral patterns regarding images shared on social forums. BibRef

Li, Z.C.[Ze-Chao], Liu, J.[Jing], Xu, C.S.[Chang-Sheng], Lu, H.Q.[Han-Qing],
MLRank: Multi-correlation Learning to Rank for image annotation,
PR(46), No. 10, October 2013, pp. 2700-2710.
Elsevier DOI 1306
Image annotation; Learning to rank; Multi-correlation; Image-bias consistency; Tag-bias consistency BibRef

Li, Z.C.[Ze-Chao], Liu, J.[Jing], Tang, J.H.[Jin-Hui], Lu, H.Q.[Han-Qing],
Robust Structured Subspace Learning for Data Representation,
PAMI(37), No. 10, October 2015, pp. 2085-2098.
IEEE DOI 1509
Algorithm design and analysis BibRef

Liu, J.[Jing], Li, Z.C.[Ze-Chao], Tang, J.H.[Jin-Hui], Jiang, Y.[Yu], Lu, H.Q.[Han-Qing],
Personalized Geo-Specific Tag Recommendation for Photos on Social Websites,
MultMed(16), No. 3, April 2014, pp. 588-600.
IEEE DOI 1405
classification BibRef

Tang, J.H.[Jin-Hui], Li, Z.C.[Ze-Chao], Zhu, X.[Xiang],
Supervised deep hashing for scalable face image retrieval,
PR(75), No. 1, 2018, pp. 25-32.
Elsevier DOI 1712
Image retrieval BibRef

Zhang, C.J.[Chun-Jie], Liu, J.[Jing], Liang, C.[Chao], Tang, J.H.[Jin-Hui], Lu, H.Q.[Han-Qing],
Beyond local image features: Scene calssification using supervised semantic representation,
ICIP12(3133-3136).
IEEE DOI 1302
BibRef

Yuan, Z.Q.[Zhao-Quan], Sang, J.[Jitao], Xu, C.S.[Chang-Sheng], Liu, Y.[Yan],
A Unified Framework of Latent Feature Learning in Social Media,
MultMed(16), No. 6, October 2014, pp. 1624-1635.
IEEE DOI 1410
image retrieval BibRef

Li, C.S.[Chang-Sheng], Liu, J.[Jing], Liu, Y.[Yan], Xu, C.S.[Chang-Sheng], Liu, Q.S.[Qing-Shan], Lu, H.Q.[Han-Qing],
Ordinal preserving projection: a novel dimensionality reduction method for image ranking,
ICMR12(17).
DOI Link 1301
BibRef

Liu, S.W.[Shao-Wei], Cui, P.[Peng], Luan, H.B.[Huan-Bo], Zhu, W.W.[Wen-Wu], Yang, S.Q.[Shi-Qiang], Tian, Q.[Qi],
Social-oriented visual image search,
CVIU(118), No. 1, 2014, pp. 30-39.
Elsevier DOI 1312
Social image search BibRef

Zhu, R.X.[Ruo-Xin], Lin, D.[Diao], Jendryke, M.[Michael], Zuo, C.Y.[Chen-Yu], Ding, L.F.[Lin-Fang], Meng, L.Q.[Li-Qiu],
Geo-Tagged Social Media Data-Based Analytical Approach for Perceiving Impacts of Social Events,
IJGI(8), No. 1, 2018, pp. xx-yy.
DOI Link 1901
BibRef

Zhang, L.M.[Lu-Ming], Yao, Y.Y.[Yi-Yang], Lu, Z.G.[Zhen-Guang], Shao, L.[Ling],
Aesthetics-Guided Graph Clustering With Absent Modalities Imputation,
IP(28), No. 7, July 2019, pp. 3462-3476.
IEEE DOI 1906
data mining, graph theory, image representation, pattern clustering, supervised learning, video signal processing, graph mining BibRef

Zhu, N.[Nana], Zhang, Z.J.[Zhi-Jun], Ma, H.Q.[Hai-Qun],
Ranking answers of comparative questions using heterogeneous information organization from social media,
SIViP(13), No. 7, October 2019, pp. 1267-1274.
WWW Link. 1911
BibRef

Cui, H.[Hui], Zhu, L.[Lei], Li, J.J.[Jing-Jing], Yang, Y.[Yang], Nie, L.Q.[Li-Qiang],
Scalable Deep Hashing for Large-Scale Social Image Retrieval,
IP(29), 2020, pp. 1271-1284.
IEEE DOI 1911
Semantics, Image retrieval, Optimization, Hash functions, Scalability, Quantization (signal), Visualization, discrete optimization BibRef

Zhu, L.[Lei], Cui, H.[Hui], Cheng, Z.Y.[Zhi-Yong], Li, J.J.[Jing-Jing], Zhang, Z.[Zheng],
Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval,
CirSysVideo(31), No. 4, April 2021, pp. 1478-1489.
IEEE DOI 2104
Semantics, Optimization, Image retrieval, Visualization, Hash functions, Neural networks, Quantization (signal), fast discrete optimization BibRef

Zhu, L.[Lei], Lu, X.[Xu], Cheng, Z.Y.[Zhi-Yong], Li, J.J.[Jing-Jing], Zhang, H.X.[Hua-Xiang],
Deep Collaborative Multi-View Hashing for Large-Scale Image Search,
IP(29), 2020, pp. 4643-4655.
IEEE DOI 2003
Semantics, Optimization, Fuses, Feature extraction, Collaboration, Correlation, Visualization, Deep multi-view hashing, image search, efficient discrete optimization BibRef

Lu, X.[Xu], Zhu, L.[Lei], Li, J.J.[Jing-Jing], Zhang, H.X.[Hua-Xiang], Shen, H.T.[Heng Tao],
Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search,
MultMed(22), No. 8, August 2020, pp. 2048-2060.
IEEE DOI 2007
Binary codes, Semantics, Optimization, Training, Quantization (signal), Kernel, Search problems, Hashing, multi-view, multimedia search BibRef

Cui, H.[Hui], Zhu, L.[Lei], Cui, C.R.[Chao-Ran], Nie, X.S.[Xiu-Shan], Zhang, H.X.[Hua-Xiang],
Efficient weakly-supervised discrete hashing for large-scale social image retrieval,
PRL(130), 2020, pp. 174-181.
Elsevier DOI 2002
Hashing, Image retrieval BibRef

Cao, Y., Zhang, J., Yu, J.,
Image Retrieval via Gated Multiscale NetVLAD for Social Media Applications,
MultMedMag(27), No. 4, October 2020, pp. 69-78.
IEEE DOI 2012
Feature extraction, Image retrieval, Logic gates, Convolution, Neural networks, Semantics BibRef

Wang, Z.[Ziyi], Ma, D.B.[De-Bin], Pang, R.[Ru], Xie, F.[Fan], Zhang, J.X.[Jing-Xiang], Sun, D.Q.[Dong-Qi],
Research Progress and Development Trend of Social Media Big Data (SMBD): Knowledge Mapping Analysis Based on CiteSpace,
IJGI(9), No. 11, 2020, pp. xx-yy.
DOI Link 2012
BibRef

Ionescu, B.[Bogdan], Rohm, M., Boteanu, B., Gînsca, A.L., Lupu, M., Müller, H.,
Benchmarking Image Retrieval Diversification Techniques for Social Media,
MultMed(23), 2021, pp. 677-691.
IEEE DOI 2102
citation analysis, image retrieval, meta data, social networking (online), text analysis, citations, MediaEval benchmarking initiative BibRef

Ionescu, B.[Bogdan], Popescu, A.[Adrian], Muller, H.[Henning], Menendez, M.[Maria], Radu, A.L.[Anca-Livia],
Benchmarking result diversification in social image retrieval,
ICIP14(3072-3076)
IEEE DOI 1502
Benchmark testing BibRef

Wang, N.[Ning], Liu, B.Q.[Bo-Qian], Niu, M.Y.[Mu-Yao], Meng, K.D.[Kai-Di], Li, H.J.[Hao-Jie], Liu, B.[Bin], Wang, Z.H.[Zhi-Hui],
Semantic Place Prediction With User Attribute in Social Media,
MultMedMag(28), No. 4, October 2021, pp. 29-37.
IEEE DOI 2112
Semantics, Blogs, Predictive models, Adaptation models, Social networking (online), Task analysis, Global Positioning System BibRef

Chen, J.P.[Jin-Peng], Ying, P.G.[Pin-Guang], Fu, X.L.[Xiang-Ling], Luo, X.P.[Xiao-Peng], Guan, H.[Hao], Wei, K.[Kaimin],
Automatic Tagging by Leveraging Visual and Annotated Features in Social Media,
MultMed(24), 2022, pp. 2218-2229.
IEEE DOI 2205
Annotations, Image annotation, Visualization, Semantics, Hidden Markov models, Social networking (online), cooperative training BibRef


Dang-Nguyen, D.T.[Duc-Tien], Sjøen, V.V.[Vegard Velle], Le, D.H.[Dinh-Hai], Dao, T.P.[Thien-Phu], Tran, A.D.[Anh-Duy], Tran, M.T.[Minh-Triet],
Practical Analyses of How Common Social Media Platforms and Photo Storage Services Handle Uploaded Images,
MMMod23(II: 164-176).
Springer DOI 2304
BibRef

Qi, R.[Rui], Chen, Y.L.[Yuan-Long], Sun, X.J.[Xiao-Jiang], Qingaowa, S.[Si], Chen, S.H.[Sheng-Hui],
Research on Fast Extraction of Information System from Online Social Network Images Based on Big Data Algorithm,
ICIVC22(627-634)
IEEE DOI 2301
Training, Visualization, Social networking (online), Semantics, Big Data, Data models, Data mining, big data algorithm, information system BibRef

Yao, W.[Wei], Moumtzidou, A.[Anastasia], Dumitru, C.O.[Corneliu Octavian], Andreadis, S.[Stelios], Gialampoukidis, I.[Ilias], Vrochidis, S.[Stefanos], Datcu, M.[Mihai], Kompatsiaris, I.[Ioannis],
Early and Late Fusion of Multiple Modalities in Sentinel Imagery and Social Media Retrieval,
PRRS20 (591-606).
Springer DOI 2103
BibRef

Liang, D., Lin, L., Wang, R., Shao, J., Wang, C., Chen, Y.,
Unsupervised Teacher-Student Model for Large-Scale Video Retrieval,
ViRaL19(1863-1867)
IEEE DOI 2004
multimedia Web sites, neural nets, social networking (online), unsupervised learning, video retrieval, video signal processing, Unsupervised Teacher Student Model BibRef

Fang, C.[Chen], Jin, H.L.[Hai-Lin], Yang, J.C.[Jian-Chao], Lin, Z.[Zhe],
Collaborative feature learning from social media,
CVPR15(577-585)
IEEE DOI 1510
To avoid extensive ground truth extraction. BibRef

Wang, L.Q.[Lei-Quan], Zhao, Z.C.[Zhi-Cheng], Su, F.[Fei],
Tag-based social image search with hyperedges correlation,
VCIP14(330-333)
IEEE DOI 1504
feature extraction BibRef

Srinivasan, R.[Ramya], Roy-Chowdhury, A.K.[Amit K.],
Video classification based on social attitudes,
ICIP12(2877-2880).
IEEE DOI 1302
BibRef

Qian, X.M.[Xue-Ming], Hua, X.S.[Xian-Sheng], Hou, X.S.[Xing-Song],
Tag filtering based on similar compatible principle,
ICIP12(2349-2352).
IEEE DOI 1302
social media tags. BibRef

McAuley, J.[Julian], Leskovec, J.[Jure],
Image Labeling on a Network: Using Social-Network Metadata for Image Classification,
ECCV12(IV: 828-841).
Springer DOI 1210
BibRef

Popescu, A.[Adrian], Grefenstette, G.[Gregory],
Social media driven image retrieval,
ICMR11(33).
DOI Link 1301
Use user generated text BibRef

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Hashing for Large Scale Systems, Web-Scale System .


Last update:Mar 16, 2024 at 20:36:19