Guided Clustering for Social Media Nowcasting
Summary: Guided, interactive clustering of massive social-media feature spaces (billions of features) to enable nowcasting for low-/no-training-data phenomena by surfacing interpretable clusters under multiple relatedness metrics (statistical, semantic). Supports rapid user feedback (merge/split) and optimization to avoid full re-clustering, trading conventional clustering metrics for conformity with domain priors so users can iteratively produce usable features without supervised labels. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Dolan Antenucci (University of Michigan)
BibTeX Citation
@inproceedings{antenucci_cidr15,
address = {Amsterdam, Netherlands},
series = {{CIDR} '15},
title = {{Guided Clustering for Social Media Nowcasting}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Antenucci, Dolan},
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 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,630 | Pushing the Boundaries of Crowd-enabled Databases with Query-driven Schema Expansion | 2012 | VLDB |
| 2 | 5,246 | Entity Extraction, Linking, Classification, and Tagging for Social Media: A Wikipedia-Based Approach | 2013 | VLDB |
| 3 | 7,251 | Efficient Sentiment Correlation for Large-scale Demographics | 2013 | SIGMOD |
| 4 | 9,083 | Tripartite Graph Clustering for Dynamic Sentiment Analysis on Social Media | 2014 | SIGMOD |
| 5 | 2,626 | Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning | 2015 | VLDB |
| 6 | 12,222 | A Social Network Database that Learns How to Answer Queries | 2013 | CIDR |
| 7 | 8,159 | FeatTS: Feature-based Time Series Clustering | 2021 | SIGMOD |
| 8 | 12,419 | Multiple Feature Fusion for Social Media Applications | 2010 | SIGMOD |
| 9 | 13,649 | Ringtail: A Generalized Nowcasting System | 2013 | VLDB |
| 10 | 12,000 | A Declarative Query Processing System for Nowcasting | 2017 | VLDB |