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Answering Queries using Humans, Algorithms and Databases

Summary: Presents a declarative language combining human-computable functions, relational operators, and algorithms, letting the system manage task issuance, answer reconciliation, and DB integration. Analyzes optimization under human-in-the-loop tradeoffs (cost, latency, uncertainty) and methods to fuse human and algorithmic evidence. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
150
Venue
CIDR
Year
2011
Pagerank
0.00045860394
Overall Rank
118 | 99.19%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
94 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00051273089
246 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00030952631
266 Human-powered Sorts and Joins 2012 VLDB 0.00029884758
691 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00018068414
1,154 CrowdScreen: Algorithms for Filtering Data with Humans 2012 SIGMOD 0.00013616867
1,491 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.00011685731
1,629 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011073148
2,121 Demonstration of Qurk: A Query Processor for Human Operators 2011 SIGMOD 9.4930973e-05
2,176 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 9.3729351e-05
2,255 Counting with the Crowd 2013 VLDB 9.1846281e-05
2,796 Finish Them!: Pricing Algorithms for Human Computation 2014 VLDB 8.1119959e-05
3,071 CrowdFill: Collecting Structured Data from the Crowd 2014 SIGMOD 7.6120337e-05
3,104 Crowd Mining 2013 SIGMOD 7.5577057e-05
3,324 iCrowd: An Adaptive Crowdsourcing Framework 2015 SIGMOD 7.2163115e-05
4,281 GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise 2025 CIDR 6.2824978e-05
4,529 Hybrid Querying Over Relational Databases and Large Language Models 2025 CIDR 6.1057096e-05
4,832 An Online Cost Sensitive Decision-Making Method in Crowdsourcing Systems 2013 SIGMOD 5.8883457e-05
4,894 CyLog/Crowd4U: A Declarative Platform for Complex Data-centric Crowdsourcing 2012 VLDB 5.8469049e-05
5,080 Reducing Uncertainty of Schema Matching via Crowdsourcing 2013 VLDB 5.7081186e-05
5,458 Crowdsourcing Applications and Platforms: A Data Management Perspective 2011 VLDB 5.4952003e-05
6,943 Estimating the Impact of Unknown Unknowns on Aggregate Query Results 2016 SIGMOD 4.8876509e-05
7,025 Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets 2015 VLDB 4.8530001e-05
7,112 Answering Planning Queries with the Crowd 2013 VLDB 4.8227734e-05
7,577 Pushing the Boundaries of Crowd-enabled Databases with Query-driven Schema Expansion 2012 VLDB 4.703047e-05
8,062 Where To: Crowd-Aided Path Selection 2014 VLDB 4.5902135e-05
8,691 CrowdMiner: Mining association rules from the crowd 2013 VLDB 4.4618888e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
14 Online Aggregation 1997 SIGMOD 0.0010813443
140 Predicate Migration: Optimizing Queries with Expensive Predicates 1993 SIGMOD 0.00042289025
149 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00041085859
418 Query Optimization in the Presence of Foreign Functions 1993 VLDB 0.0002372277
671 An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web 2004 SIGMOD 0.00018370384
686 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00018107664
691 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00018068414
702 MYSTIQ: A system for finding more answers by using probabilities 2005 SIGMOD 0.00017848789
823 On the Representation and Querying of Sets of Possible Worlds 1987 SIGMOD 0.00016225326
2,974 Efficiently Incorporating User Feedback into Information Extraction and Integration Programs 2009 SIGMOD 7.7890486e-05
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