Demo Data from VLDB 2026 / reviewers in the wild / expert
Adriana Budura
dblp:53/1268
· DBLP profile ↗
5ranked-venue papers
3as first author
0since 2021 · last 2009
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Databases, data management, data science and information retrieval · 4 · 2 first-authorSystems, architecture and hardware · 1 · 1 first-author
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Databases, data mining, and information retrieval
3 papers |
Information retrieval · 39% Data integration and cleaning · 25% Data mining · 20% | |
| Computer architecture, parallel and distributed computing, and storage systems
1 paper |
Distributed systems · 100% |
Topics — the 6 heaviest of 7, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Data integration and cleaning
metadata management |
0.1 | 1 | 2008 | PicShark: mitigating metadata scarcity through large-scale P2P collaboration · VLDB J. 2008 |
Information retrieval
tagging systems |
0.1 | 1 | 2008 | To tag or not to tag -: harvesting adjacent metadata in large-scale tagging systems · SIGIR 2008 |
Data mining › text mining › text classification
tag prediction |
0.1 | 1 | 2008 | To tag or not to tag -: harvesting adjacent metadata in large-scale tagging systems · SIGIR 2008 |
Distributed and cloud data management
peer-to-peer data management |
0.1 | 1 | 2007 | Self-Organizing Schema Mappings in the GridVine Peer Data Management System · VLDB 2007 |
Distributed systems › peer-to-peer systems
peer-to-peer collaboration |
0.0 | 1 | 2008 | PicShark: mitigating metadata scarcity through large-scale P2P collaboration · VLDB J. 2008 |
Data integration and cleaning
schema mapping |
0.0 | 1 | 2007 | Self-Organizing Schema Mappings in the GridVine Peer Data Management System · VLDB 2007 |
Methods — techniques the papers use, named apart from their topics
scoring model · 0.1metadata propagation algorithm · 0.1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2009 | Neighborhood-Based Tag Prediction
Adriana Budura, Sebastian Michel 0001, Philippe Cudré-Mauroux, Karl Aberer |
ESWC | 1 |
| 2008 | To tag or not to tag -: harvesting adjacent metadata in large-scale tagging systemsabstractWe present HAMLET, a suite of principles, scoring models and algorithms to automatically propagate metadata along edges in a document neighborhood. As a showcase scenario we consider tag prediction in community-based Web 2.0 tagging applications. Experiments using real-world data demonstrate the viability of our approach in large-scale environments where tags are scarce. To the best of our knowledge, HAMLET is the first system to promote an efficient and precise reuse of shared metadata in highly dynamic, large-scale Web 2.0 tagging systems. Adriana Budura, Sebastian Michel 0001, Philippe Cudré-Mauroux, Karl Aberer |
SIGIR | 1 |
| 2008 | PicShark: mitigating metadata scarcity through large-scale P2P collaboration
Philippe Cudré-Mauroux, Adriana Budura, Manfred Hauswirth, Karl Aberer |
VLDB J. | 2 |
| 2007 | Self-Organizing Schema Mappings in the GridVine Peer Data Management System
Philippe Cudré-Mauroux, Suchit Agarwal, Adriana Budura, Parisa Haghani, Karl Aberer |
VLDB | 3 |
| 2007 | From bioinformatic web portals to semantically integrated Data Grid networks
Adriana Budura, Philippe Cudré-Mauroux, Karl Aberer |
Future Gener. Comput. Syst. | 1 |