Effective Phrase Prediction
Summary: Introduces FussyTree and significant-phrase modeling for phrase-level autocompletion, addressing combinatorial phrase spaces and unknown completion boundaries. A probabilistic multi-choice model with frequency features achieves practical email completion, saving roughly 20% of keystrokes. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Arnab Nandi (University of Michigan)
- 2. H. V. Jagadish (University of Michigan)
BibTeX Citation
@article{nandi_vldb07,
title = {{Effective Phrase Prediction}},
author = {Nandi, Arnab and Jagadish, H. V.},
journal = {PVLDB},
series = {{VLDB} '07},
year = {2007}
}Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 319 | Making Database Systems Usable | 2007 | SIGMOD | 0.00021164857 |
| 861 | SnipSuggest: Context-Aware Autocompletion for SQL | 2011 | VLDB | 0.00013402933 |
| 1,737 | Extending Autocompletion To Tolerate Errors | 2009 | SIGMOD | 9.7494976e-05 |
| 4,140 | Efficient Type-Ahead Search on Relational Data: a TASTIER Approach | 2009 | SIGMOD | 6.7854783e-05 |
| 6,980 | DBease: Making Databases User-friendly and Easily Accessible | 2011 | CIDR | 5.6288191e-05 |
| 7,172 | Efficient Error-tolerant Query Autocompletion | 2013 | VLDB | 5.5941906e-05 |
| 7,590 | AutoG: A Visual Query Autocompletion Framework for Graph Databases | 2016 | VLDB | 5.4881675e-05 |
| 12,151 | Autocompletion for Prefix-Abbreviated Input | 2019 | SIGMOD | 4.9793485e-05 |
| 12,612 | Auto-Completion Learning for XML | 2012 | SIGMOD | 4.9793485e-05 |
| 12,830 | Autocompletion for Mashups | 2009 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 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 |
| 124 | Approximate Frequency Counts over Data Streams | 2002 | VLDB | 0.00030600691 |
| 1,163 | Estimating Alphanumeric Selectivity in the Presence of Wildcards | 1996 | SIGMOD | 0.00011750813 |
| 1,461 | Substring Selectivity Estimation | 1999 | PODS | 0.00010583833 |
| 3,535 | Practical Suffix Tree Construction | 2004 | VLDB | 7.2241971e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,117 | Selectivity Estimation for Fuzzy String Predicates in Large Data Sets | 2005 | VLDB |
| 2 | 9,498 | Scalable Topical Phrase Mining from Text Corpora | 2015 | VLDB |
| 3 | 7,670 | Efficient Indexing and Querying over Syntactically Annotated Trees | 2012 | VLDB |
| 4 | 7,475 | Interesting-Phrase Mining for Ad-Hoc Text Analytics | 2010 | VLDB |
| 5 | 12,830 | Autocompletion for Mashups | 2009 | VLDB |
| 6 | 8,239 | Mining Quality Phrases from Massive Text Corpora | 2015 | SIGMOD |
| 7 | 7,172 | Efficient Error-tolerant Query Autocompletion | 2013 | VLDB |
| 8 | 9,879 | META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion | 2016 | VLDB |
| 9 | 1,737 | Extending Autocompletion To Tolerate Errors | 2009 | SIGMOD |
| 10 | 12,151 | Autocompletion for Prefix-Abbreviated Input | 2019 | SIGMOD |