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Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration

Summary: Explore-by-Example introduces AIDE, an automatic IDE for exploration that steers users toward regions via sample feedback to predict queries. It delivers accurate conjunctive-query predictions with minimal user effort and fast iterations, cutting exploration time vs manual search. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h3400a49e5af211d3
Venue
SIGMOD
Year
2014
Pagerank
8.1460698e-05
Overall Rank
2,656 | 82.20%
DOI
10.1145/2588555.2610523

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{dimitriadou_sigmod14,
        title = {{Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration}},
        author = {Dimitriadou, Kyriaki and Papaemmanouil, Olga and Diao, Yanlei},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2610523},
        url = {https://dl.acm.org/doi/10.1145/2588555.2610523},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank Citing Paper Year Venue Pagerank
1,214 Query From Examples: An Iterative, Data-Driven Approach to Query Construction 2015 VLDB 0.00011490045
1,220 Overview of Data Exploration Techniques 2015 SIGMOD 0.00011449992
3,200 Extracting Top-K Insights from Multi-dimensional Data 2017 SIGMOD 7.5250098e-05
3,993 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.8565106e-05
4,526 Optimization for Active Learning-based Interactive Database Exploration 2019 VLDB 6.5474668e-05
5,058 Mining Precision Interfaces From Query Logs 2019 SIGMOD 6.2817535e-05
5,160 Facilitating SQL Query Composition and Analysis 2020 SIGMOD 6.2354336e-05
6,195 Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines 2018 SIGMOD 5.8374071e-05
6,293 Just-In-Time Data Virtualization: Lightweight Data Management with ViDa 2015 CIDR 5.8045404e-05
6,344 New Trends on Exploratory Methods for Data Analytics 2017 VLDB 5.7903641e-05
8,531 Exploring the Data Wilderness through Examples 2019 SIGMOD 5.3063661e-05
8,784 Exploratory Training: When Annotators Learn About Data 2023 SIGMOD 5.2640635e-05
9,731 Database Gyms 2023 CIDR 5.120066e-05
9,819 Optimizing Dataflow Systems for Scalable Interactive Visualization 2024 SIGMOD 5.1106557e-05
10,057 The Data Interaction Game 2018 SIGMOD 5.0766855e-05
10,167 An Adaptive Benchmark for Modeling User Exploration of Large Datasets 2025 SIGMOD 5.0559291e-05
10,914 I-Rex: An Interactive Debugger for SQL 2026 VLDB 4.9605343e-05
12,130 Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries 2020 SIGMOD 4.9605343e-05
12,482 AIDE: An Automatic User Navigation System for Interactive Data Exploration 2015 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

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