A Holistic Approach for Query Evaluation and Result Vocalization in Voice-Based OLAP
Summary: Holistic OLAP query processing with vocalized results. Monte-Carlo Tree Search-guided sampling focuses evaluation on speech-relevant aspects; pipelines interleave processing and streaming vocalization; a maximum-entropy model selects informative fragments under time constraints. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Immanuel Trummer
- 2. Yicheng Wang
- 3. Saketh Mahankali
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,011 | Data Vocalization with CiceroDB | 2019 | CIDR | 5.2365238e-05 |
| 6,912 | Demonstrating the Voice-Based Exploration of Large Data Sets with CiceroDB-Zero | 2020 | VLDB | 4.8878659e-05 |
| 11,386 | BABOONS: Black-Box Optimization of Data Summaries in Natural Language | 2022 | VLDB | 4.1905499e-05 |
| 11,463 | Demonstrating Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries | 2021 | SIGMOD | 4.1905499e-05 |
| 11,510 | Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries | 2021 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,137 | User-adaptive exploration of multidimensional data | 2000 | VLDB | 0.0001373991 |
| 1,804 | M4: A Visualization-Oriented Time Series Data Aggregation | 2014 | VLDB | 0.00010481427 |
| 1,937 | Making the Case for Query-by-Voice with EchoQuery | 2016 | SIGMOD | 0.00010029154 |
| 2,005 | Rapid Sampling for Visualizations with Ordering Guarantees | 2015 | VLDB | 9.8168893e-05 |
| 2,603 | DAQ: A New Paradigm for Approximate Query Processing | 2015 | VLDB | 8.4634633e-05 |
| 5,761 | SpeakQL: Towards Speech-driven Multimodal Querying | 2019 | SIGMOD | 5.3368922e-05 |
| 5,991 | Sampling Cube: A Framework for Statistical OLAP Over Sampling Data | 2008 | SIGMOD | 5.2385592e-05 |
| 11,733 | Vocalizing Large Time Series Efficiently | 2018 | VLDB | 4.1905499e-05 |
| 11,808 | Data Vocalization: Optimizing Voice Output of Relational Data | 2017 | VLDB | 4.1905499e-05 |
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