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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
h749c7c55b294c652
Venue
VLDB
Year
2015
Pagerank
9.0229444e-05
Overall Rank
2,108 | 85.88%
DOI
10.14778/2824032.2824057
PDF
Download (CC BY-NC-ND 3.0)

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
948 Democratizing Data Science through Interactive Curation of ML Pipelines 2019 SIGMOD 0.00012900728
1,226 Data Management in Machine Learning: Challenges, Techniques, and Systems 2017 SIGMOD 0.00011432354
1,804 IDEBench: A Benchmark for Interactive Data Exploration 2020 SIGMOD 9.5971444e-05
1,887 Making the Case for Query-by-Voice with EchoQuery 2016 SIGMOD 9.4182022e-05
1,999 DBPal: A Fully Pluggable NL2SQL Training Pipeline 2020 SIGMOD 9.2108564e-05
2,747 DBPal: A Learned NL-Interface for Databases 2018 SIGMOD 8.0453676e-05
2,848 Towards Sustainable Insights or why polygamy is bad for you 2017 CIDR 7.9234942e-05
3,151 DeepSqueeze: Deep Semantic Compression for Tabular Data 2020 SIGMOD 7.5737572e-05
3,293 Controlling False Discoveries During Interactive Data Exploration 2017 SIGMOD 7.4335786e-05
3,428 Revisiting Reuse for Approximate Query Processing 2017 VLDB 7.2957009e-05
3,658 Davos: A System for Interactive Data-Driven Decision Making 2021 VLDB 7.1100991e-05
4,284 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.6710929e-05
4,710 Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data 2019 SIGMOD 6.4410629e-05
4,742 Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances 2019 SIGMOD 6.4285195e-05
5,546 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 6.071729e-05
5,589 SpeakQL: Towards Speech-driven Multimodal Querying 2019 SIGMOD 6.0560187e-05
5,841 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 5.9569427e-05
5,877 SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data 2020 SIGMOD 5.9450095e-05
5,944 Hillview: A trillion-cell spreadsheet for big data 2019 VLDB 5.9213827e-05
6,895 Towards Democratizing Relational Data Visualization 2019 SIGMOD 5.6382396e-05
7,131 COVIZ: A System for Visual Formation and Exploration of Patient Cohorts 2019 VLDB 5.580601e-05
7,232 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.563377e-05
7,635 The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development 2020 SIGMOD 5.46321e-05
10,190 Kishu: Time-Traveling for Computational Notebooks 2025 VLDB 5.052396e-05
10,312 ElasticNotebook: Enabling Live Migration for Computational Notebooks 2024 VLDB 5.0264591e-05
11,687 DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search 2024 VLDB 4.9605343e-05
12,182 ARQuery: Hallucinating Analytics over Real-World Data using Augmented Reality 2019 CIDR 4.9605343e-05
12,235 Enabling Data Science for the Majority 2019 VLDB 4.9605343e-05
12,338 Safe Visual Data Exploration 2017 SIGMOD 4.9605343e-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
105 The MADlib Analytics Library or MAD Skills, the SQL 2012 VLDB 0.00033605348
538 MLbase: A Distributed Machine-learning System 2013 CIDR 0.00016725463
656 Materialization Optimizations for Feature Selection Workloads 2014 SIGMOD 0.00015052106
2,139 Tupleware: "Big" Data, Big Analytics, Small Clusters 2015 CIDR 8.9729383e-05
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