Constructing and Exploring Composite Items
Summary: Proposes composite items: central product plus satellite packages for budget-aware exploration. Two-stage process: summarization selects k packages; visual-effect optimization ensures diverse, low-overlap results; tested on Yahoo! Shopping data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Senjuti Basu Roy (University of Texas)
- 2. Sihem Amer-Yahia (Yahoo)
- 3. Ashish Chawla (University of Texas; Yahoo)
- 4. Gautam Das (University of Texas)
- 5. Cong Yu (Yahoo)
BibTeX Citation
@inproceedings{roy_sigmod10,
title = {{Constructing and Exploring Composite Items}},
author = {Roy, Senjuti Basu and Amer-Yahia, Sihem and Chawla, Ashish and Das, Gautam and Yu, Cong},
series = {{SIGMOD} '10},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1807167.1807258},
url = {https://dl.acm.org/doi/10.1145/1807167.1807258},
year = {2010}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,436 | Summarized Causal Explanations For Aggregate Views | 2024 | SIGMOD | 5.7853643e-05 |
| 6,960 | Scalable Package Queries in Relational Database Systems | 2016 | VLDB | 5.6333868e-05 |
| 7,146 | Guided Exploration of Data Summaries | 2022 | VLDB | 5.5993699e-05 |
| 10,010 | Mining Revenue-Maximizing Bundling Configuration | 2015 | VLDB | 5.0979044e-05 |
| 11,900 | EDA4SUM: Guided Exploration of Data Summaries | 2022 | VLDB | 4.9793485e-05 |
| 11,979 | Exploring Ratings in Subjective Databases | 2021 | SIGMOD | 4.9793485e-05 |
| 12,677 | Efficient Rank Join with Aggregation Constraints | 2011 | VLDB | 4.9793485e-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 |
|---|---|---|---|---|
| 5 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0010679641 |
| 912 | Efficiently Mining Long Patterns from Databases | 1998 | SIGMOD | 0.00013115246 |
| 1,558 | Summarizing Relational Databases | 2009 | VLDB | 0.00010257165 |
| 1,733 | Schema Summarization | 2006 | VLDB | 9.7551427e-05 |
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