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
- 2. Sihem Amer-Yahia
- 3. Ashish Chawla
- 4. Gautam Das
- 5. Cong Yu
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,172 | Summarized Causal Explanations For Aggregate Views | 2024 | SIGMOD | 4.8114797e-05 |
| 7,222 | Guided Exploration of Data Summaries | 2022 | VLDB | 4.797186e-05 |
| 7,888 | Scalable Package Queries in Relational Database Systems | 2016 | VLDB | 4.6254226e-05 |
| 9,686 | Mining Revenue-Maximizing Bundling Configuration | 2015 | VLDB | 4.3047774e-05 |
| 11,394 | EDA4SUM: Guided Exploration of Data Summaries | 2022 | VLDB | 4.1945683e-05 |
| 11,474 | Exploring Ratings in Subjective Databases | 2021 | SIGMOD | 4.1945683e-05 |
| 12,191 | Efficient Rank Join with Aggregation Constraints | 2011 | VLDB | 4.1945683e-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 |
|---|---|---|---|---|
| 7 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0015496097 |
| 840 | Efficiently Mining Long Patterns from Databases | 1998 | SIGMOD | 0.00016058396 |
| 1,271 | Schema Summarization | 2006 | VLDB | 0.00012923966 |
| 1,510 | Summarizing Relational Databases | 2009 | VLDB | 0.00011606901 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,595 | Minimization of Classifier Construction Cost for Search Queries | 2020 | SIGMOD | 4.1945683e-05 |
| 12,008 | Generating Top-k Packages via Preference Elicitation | 2014 | VLDB | 4.1945683e-05 |
| 9,964 | Classifier Construction Under Budget Constraints | 2022 | SIGMOD | 4.2269436e-05 |
| 10,927 | Computing A Well-Representative Summary of Conjunctive Query Results | 2024 | PODS | 4.1945683e-05 |
| 4,614 | Interactive Summarization and Exploration of Top Aggregate Query Answers | 2018 | VLDB | 6.0467204e-05 |
| 9,686 | Mining Revenue-Maximizing Bundling Configuration | 2015 | VLDB | 4.3047774e-05 |
| 12,348 | Goal-Oriented Web-site Navigation for On-line Shoppers | 2009 | VLDB | 4.1945683e-05 |
| 7,006 | Synthesizing Products for Online Catalogs | 2011 | VLDB | 4.8653916e-05 |
| 13,214 | Automated Category Tree Construction in E-Commerce | 2022 | SIGMOD | - |
| 7,770 | On the Complexity of Package Recommendation Problems | 2012 | PODS | 4.6562597e-05 |