Leam: An Interactive System for In-situ Visual Text Analysis

Summary: Leam unifies iterative text analysis into an interactive in‑situ continuum combining notebooks, spreadsheets and visualization to address heterogeneity, provenance and workflow reuse. Offers a unified data model for atomic/composite text types and an expressive algebra to capture operations and coordinate data, code and visuals. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 407
Venue: CIDR
Year: 2021
Pagerank: 5.093636e-05
Overall Rank: 11,627 | 20.23%
DOI: -

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Sajjadur Rahman (Megagon Labs)
2. Peter Griggs (Massachusetts Institute of Technology)
3. Çağatay Demiralp (Sigma Computing)

BibTeX Citation

@inproceedings{rahman_cidr21,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '21},
        title = {{Leam: An Interactive System for In-situ Visual Text Analysis}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Rahman, Sajjadur and Griggs, Peter and Demiralp, Çağatay},
        year = {2021}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,933	LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes	2025	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
9	Online Aggregation	1997	SIGMOD	0.00077458002
327	The Aqua Approximate Query Answering System	1999	SIGMOD	0.00021091539
909	Dynamic Sample Selection for Approximate Query Processing	2003	SIGMOD	0.00013291205
1,431	Towards Scalable Dataframe Systems	2020	VLDB	0.00010807221
1,946	OrpheusDB: Bolt-on Versioning for Relational Databases	2017	VLDB	9.4334506e-05
2,000	Data Management for Data Science: Towards Embedded Analytics	2020	CIDR	9.3336258e-05
2,058	Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning	2020	SIGMOD	9.2480248e-05
2,744	Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks	2020	SIGMOD	8.1781662e-05
3,288	I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making	2017	VLDB	7.5578177e-05
5,737	Kyrix: Interactive Visual Data Exploration at Scale	2019	CIDR	6.1049023e-05
5,931	Your notebook is not crumby enough, REPLace it	2020	CIDR	6.0369708e-05
7,473	The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development	2020	SIGMOD	5.609366e-05

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