MRI: Meaningful Interpretations of Collaborative Ratings
Summary: MRI provides Meaningful Ratings Interpretation for collaborative ratings, yielding factoids instead of averages. Formalizes description and difference mining on data cubes; NP-hard, using randomized hill exploration with fast performance and user studies. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Mahashweta Das
- 2. Sihem Amer-Yahia
- 3. Gautam Das
- 4. Cong Yu
Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 214 | Scorpion: Explaining Away Outliers in Aggregate Queries | 2013 | VLDB | 0.0003363692 |
| 942 | A Formal Approach to Finding Explanations for Database Queries | 2014 | SIGMOD | 0.00015155714 |
| 2,649 | Explaining Query Answers with Explanation-Ready Databases | 2016 | VLDB | 8.3719123e-05 |
| 3,105 | Data X-Ray: A Diagnostic Tool for Data Errors | 2015 | SIGMOD | 7.5568954e-05 |
| 5,445 | QFix: Diagnosing Errors through Query Histories | 2017 | SIGMOD | 5.5020909e-05 |
| 6,475 | Explain3D: Explaining Disagreements in Disjoint Datasets | 2019 | VLDB | 5.0497183e-05 |
| 6,579 | Efficient Sentiment Correlation for Large-scale Demographics | 2013 | SIGMOD | 5.0034092e-05 |
| 6,744 | MapRat: Meaningful Explanation, Interactive Exploration and Geo-Visualization of Collaborative Ratings | 2012 | VLDB | 4.9419773e-05 |
| 9,100 | Who Tags What? An Analysis Framework | 2012 | VLDB | 4.3965818e-05 |
| 11,474 | Exploring Ratings in Subjective Databases | 2021 | SIGMOD | 4.1945683e-05 |
| 11,947 | Structured Analytics in Social Media | 2015 | VLDB | 4.1945683e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 277 | Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications | 1998 | SIGMOD | 0.00029311426 |
| 739 | Congressional Samples for Approximate Answering of Group-By Queries | 2000 | SIGMOD | 0.00017401518 |
| 1,000 | Intelligent Rollups in Multidimensional OLAP Data | 2001 | VLDB | 0.00014709252 |
| 2,794 | Towards Keyword-Driven Analytical Processing | 2007 | SIGMOD | 8.1140341e-05 |
| 3,590 | Quotient Cube: How to Summarize the Semantics of a Data Cube | 2002 | VLDB | 6.9421381e-05 |
| 3,819 | Promotion Analysis in Multi-Dimensional Space | 2009 | VLDB | 6.7299866e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,633 | Mining Frequent Itemsets over Uncertain Databases | 2012 | VLDB | 4.6914549e-05 |
| 11,952 | Beyond Itemsets: Mining Frequent Featuresets over Structured Items | 2015 | VLDB | 4.1945683e-05 |
| 1,608 | MindReader: Querying databases through multiple examples | 1998 | VLDB | 0.00011151257 |
| 4,479 | Optimal Crowd-Powered Rating and Filtering Algorithms | 2014 | VLDB | 6.149053e-05 |
| 11,707 | A Rating-Ranking Method for Crowdsourced Top-k Computation | 2018 | SIGMOD | 4.1945683e-05 |
| 3,802 | Group Recommendation: Semantics and Efficiency | 2009 | VLDB | 6.7552492e-05 |
| 13,281 | Supporting Hard Queries over Probabilistic Preferences | 2020 | VLDB | - |
| 11,474 | Exploring Ratings in Subjective Databases | 2021 | SIGMOD | 4.1945683e-05 |
| 9,774 | On m-Impact Regions and Standing Top-k Influence Problems | 2021 | SIGMOD | 4.2856106e-05 |
| 6,744 | MapRat: Meaningful Explanation, Interactive Exploration and Geo-Visualization of Collaborative Ratings | 2012 | VLDB | 4.9419773e-05 |