Structured Analytics in Social Media

Summary: Systematizes structured analytics in social media by turning unstructured content into user-item-activity graphs, capturing implicit behavior. Survey of models, tasks, algorithms, benchmarks, and open challenges for future work in structured social analytics. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11304
Venue: VLDB
Year: 2015
Pagerank: 5.093636e-05
Overall Rank: 12,145 | 16.68%
DOI: 10.14778/2824032.2824083

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Mahashweta Das (Hewlett Packard Enterprise)
2. Gautam Das (University of Texas)

BibTeX Citation

@article{das_vldb15,
        title = {{Structured Analytics in Social Media}},
        author = {Das, Mahashweta and Das, Gautam},
        journal = {PVLDB},
        series = {{VLDB} '15},
        volume = {8},
        number = {12},
        pages = {2046--2049},
        doi = {10.14778/2824032.2824083},
        url = {https://doi.org/10.14778/2824032.2824083},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
486	Efficient Aggregation for Graph Summarization	2008	SIGMOD	0.00017692185
731	PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks	2011	VLDB	0.00014537965
2,993	MRI: Meaningful Interpretations of Collaborative Ratings	2011	VLDB	7.8804914e-05
5,544	RecDB in Action: Recommendation Made Easy in Relational Databases	2013	VLDB	6.180013e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	9,690	Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks	2025	VLDB
2	590	Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis	2013	VLDB
3	12,345	Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach	2012	VLDB
4	13,663	The Value of Social Media Data in Enterprise Applications	2012	SIGMOD
5	2,096	An Analysis of Structured Data on the Web	2012	VLDB
6	12,444	Mining Knowledge from Databases: An Information Network Analysis Approach	2010	SIGMOD
7	12,222	A Social Network Database that Learns How to Answer Queries	2013	CIDR
8	12,169	Mining Latent Entity Structures from Massive Unstructured and Interconnected Data	2014	SIGMOD
9	4,855	Structural Trend Analysis for Online Social Networks	2011	VLDB
10	8,017	Data Management for Social Networking	2016	PODS