The Big Data - Same Humans Problem
Summary: Highlights the “big data—same humans” gap: system-scale gains ignore human cognitive limits for insight. Advocates human-centered scalability through summarization, ranking, personalization, visual analytics, crowdsourcing, and end-to-end pipeline co-design. (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. Alexandros Labrinidis (University of Pittsburgh)
BibTeX Citation
@inproceedings{labrinidis_cidr15,
address = {Amsterdam, Netherlands},
series = {{CIDR} '15},
title = {{The Big Data - Same Humans Problem}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Labrinidis, Alexandros},
year = {2015}
}
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
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 |
|---|
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,484 | On Scale Independence for Querying Big Data | 2014 | PODS |
| 2 | 5,978 | From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems | 2019 | SIGMOD |
| 3 | 13,375 | Reimagining Deep Learning Systems Through the Lens of Data Systems | 2024 | VLDB |
| 4 | 12,147 | Big Data Research: Will Industry Solve all the Problems? | 2015 | VLDB |
| 5 | 5,343 | Crowdsourcing Applications and Platforms: A Data Management Perspective | 2011 | VLDB |
| 6 | 11,829 | Automated Performance Management for the Big Data Stack | 2019 | CIDR |
| 7 | 13,572 | Computational Thinking, Inferential Thinking and "Big Data" | 2015 | PODS |
| 8 | 13,437 | Scaling Data Science does not mean Scaling Machines | 2021 | CIDR |
| 9 | 9,526 | Anthropocentric Data Systems | 2011 | VLDB |
| 10 | 6,097 | Crowds, Clouds, and Algorithms: Exploring the Human Side of "Big Data" Applications | 2010 | SIGMOD |