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Vizdom: Interactive Analytics through Pen and Touch

Summary: Vizdom enables interactive analytics by visually composing ML/stats ops on a penboard; backend uses workflow compilation for fast execution. Approximation visualizations reveal partial results early, enabling fast incremental insights on real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11297
Venue
VLDB
Year
2015
Pagerank
9.2546631e-05
Overall Rank
2,050 | 85.94%
DOI
10.14778/2824032.2824057

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{crotty_vldb15,
        title = {{Vizdom: Interactive Analytics through Pen and Touch}},
        author = {Crotty, Andrew and Galakatos, Alex and Zgraggen, Emanuel and Binnig, Carsten and Kraska, Tim},
        journal = {PVLDB},
        series = {{VLDB} '15},
        volume = {8},
        number = {12},
        pages = {2024--2027},
        doi = {10.14778/2824032.2824057},
        url = {https://doi.org/10.14778/2824032.2824057},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

Rank Citing Paper Year Venue Pagerank
1,004 Democratizing Data Science through Interactive Curation of ML Pipelines 2019 SIGMOD 0.00012701932
1,250 Data Management in Machine Learning: Challenges, Techniques, and Systems 2017 SIGMOD 0.00011485301
1,767 IDEBench: A Benchmark for Interactive Data Exploration 2020 SIGMOD 9.805856e-05
1,828 Making the Case for Query-by-Voice with EchoQuery 2016 SIGMOD 9.6689075e-05
2,079 DBPal: A Fully Pluggable NL2SQL Training Pipeline 2020 SIGMOD 9.2060425e-05
2,778 DBPal: A Learned NL-Interface for Databases 2018 SIGMOD 8.1305875e-05
2,840 Towards Sustainable Insights or why polygamy is bad for you 2017 CIDR 8.0650295e-05
3,092 DeepSqueeze: Deep Semantic Compression for Tabular Data 2020 SIGMOD 7.7679406e-05
3,258 Controlling False Discoveries During Interactive Data Exploration 2017 SIGMOD 7.5897862e-05
3,370 Revisiting Reuse for Approximate Query Processing 2017 VLDB 7.4700891e-05
3,570 Davos: A System for Interactive Data-Driven Decision Making 2021 VLDB 7.3008782e-05
4,256 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.8018439e-05
4,593 Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data 2019 SIGMOD 6.6138904e-05
4,638 Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances 2019 SIGMOD 6.5919801e-05
5,440 SpeakQL: Towards Speech-driven Multimodal Querying 2019 SIGMOD 6.2185146e-05
5,524 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 6.1868208e-05
5,738 SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data 2020 SIGMOD 6.1045268e-05
5,743 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 6.1025457e-05
6,028 Hillview: A trillion-cell spreadsheet for big data 2019 VLDB 6.0019322e-05
6,737 Towards Democratizing Relational Data Visualization 2019 SIGMOD 5.7875328e-05
6,966 COVIZ: A System for Visual Formation and Exploration of Patient Cohorts 2019 VLDB 5.7303405e-05
7,129 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.694968e-05
7,473 The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development 2020 SIGMOD 5.609366e-05
10,075 ElasticNotebook: Enabling Live Migration for Computational Notebooks 2024 VLDB 5.1613298e-05
11,111 Kishu: Time-Traveling for Computational Notebooks 2025 VLDB 5.093636e-05
11,316 DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search 2024 VLDB 5.093636e-05
11,831 ARQuery: Hallucinating Analytics over Real-World Data using Augmented Reality 2019 CIDR 5.093636e-05
11,886 Enabling Data Science for the Majority 2019 VLDB 5.093636e-05
11,991 Safe Visual Data Exploration 2017 SIGMOD 5.093636e-05
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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
106 The MADlib Analytics Library or MAD Skills, the SQL 2012 VLDB 0.00033539462
532 MLbase: A Distributed Machine-learning System 2013 CIDR 0.00017072641
640 Materialization Optimizations for Feature Selection Workloads 2014 SIGMOD 0.00015409494
2,094 Tupleware: "Big" Data, Big Analytics, Small Clusters 2015 CIDR 9.1819738e-05
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