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 | 4.8068645e-05 |
| 7,200 | Guided Exploration of Data Summaries | 2022 | VLDB | 4.7980895e-05 |
| 7,871 | Scalable Package Queries in Relational Database Systems | 2016 | VLDB | 4.626492e-05 |
| 9,686 | Mining Revenue-Maximizing Bundling Configuration | 2015 | VLDB | 4.3006524e-05 |
| 11,396 | EDA4SUM: Guided Exploration of Data Summaries | 2022 | VLDB | 4.1905499e-05 |
| 11,478 | Exploring Ratings in Subjective Databases | 2021 | SIGMOD | 4.1905499e-05 |
| 12,199 | Efficient Rank Join with Aggregation Constraints | 2011 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 8 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0015436578 |
| 829 | Efficiently Mining Long Patterns from Databases | 1998 | SIGMOD | 0.00016137512 |
| 1,270 | Schema Summarization | 2006 | VLDB | 0.00012911456 |
| 1,506 | Summarizing Relational Databases | 2009 | VLDB | 0.0001159691 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,599 | Minimization of Classifier Construction Cost for Search Queries | 2020 | SIGMOD | 4.1905499e-05 |
| 12,016 | Generating Top-k Packages via Preference Elicitation | 2014 | VLDB | 4.1905499e-05 |
| 9,963 | Classifier Construction Under Budget Constraints | 2022 | SIGMOD | 4.2229209e-05 |
| 8,521 | Computing A Well-Representative Summary of Conjunctive Query Results | 2024 | PODS | 4.4893996e-05 |
| 4,608 | Interactive Summarization and Exploration of Top Aggregate Query Answers | 2018 | VLDB | 6.046643e-05 |
| 9,686 | Mining Revenue-Maximizing Bundling Configuration | 2015 | VLDB | 4.3006524e-05 |
| 12,356 | Goal-Oriented Web-site Navigation for On-line Shoppers | 2009 | VLDB | 4.1905499e-05 |
| 7,005 | Synthesizing Products for Online Catalogs | 2011 | VLDB | 4.8607239e-05 |
| 13,228 | Automated Category Tree Construction in E-Commerce | 2022 | SIGMOD | - |
| 7,768 | On the Complexity of Package Recommendation Problems | 2012 | PODS | 4.6523419e-05 |