Longitudinal Analytics on Web Archive Data: It's About Time!
Summary: Addresses longitudinal analytics over massive time-versioned web archives, moving beyond click-log studies to semantically rich, multi-modal entity- and relationship-centric analysis across decades. Identifies DB challenges: time-travel indexing/querying, temporal entity detection/tracking, longitudinal knowledge-discovery algorithms, and scalable platform/metadata management. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Gerhard Weikum (Max Planck Institute)
- 2. Nikos Ntarmos (University of Patras)
- 3. Marc Spaniol (Max Planck Institute)
- 4. Peter Triantafillou (University of Patras)
- 5. András Benczúr (Hungarian Academy of Sciences)
- 6. Scott Kirkpatrick (Hebrew University)
- 7. Philippe Rigaux (Internet Memory Foundation)
- 8. Mark Williamson (Hanzo Archives Limited)
BibTeX Citation
@inproceedings{weikum_cidr11,
address = {Amsterdam, Netherlands},
series = {{CIDR} '11},
title = {{Longitudinal Analytics on Web Archive Data: It's About Time!}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Weikum, Gerhard and Ntarmos, Nikos and Spaniol, Marc and Triantafillou, Peter and Benczúr, András and Kirkpatrick, Scott and Rigaux, Philippe and Williamson, Mark},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,829 | Linking Temporal Records | 2011 | VLDB | 8.0799603e-05 |
| 7,696 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB | 5.5660296e-05 |
| 8,946 | Preference-aware Integration of Temporal Data | 2015 | VLDB | 5.3479739e-05 |
| 9,335 | A Time Machine for Information: Looking Back to Look Forward | 2015 | VLDB | 5.2880344e-05 |
| 9,726 | Data Integration and Data Exchange: It’s Really About Time | 2013 | CIDR | 5.2302483e-05 |
| 12,225 | D-Hive: Data Bees Pollinating RDF, Text, and Time | 2013 | CIDR | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,467 | Multidimensional Content eXploration | 2008 | VLDB |
| 2 | 6,756 | On Efficiently Searching Trajectories and Archival Data for Historical Similarities | 2008 | VLDB |
| 3 | 12,595 | Large-Scale Collaborative Analysis and Extraction of Web Data | 2008 | VLDB |
| 4 | 4,765 | Durable Top-k Search in Document Archives | 2010 | SIGMOD |
| 5 | 13,726 | Dealing with Web Data: History and Look ahead | 2010 | VLDB |
| 6 | 7,696 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB |
| 7 | 9,726 | Data Integration and Data Exchange: It’s Really About Time | 2013 | CIDR |
| 8 | 2,829 | Linking Temporal Records | 2011 | VLDB |
| 9 | 7,265 | Linking Temporal Records for Profiling Entities | 2015 | SIGMOD |
| 10 | 9,335 | A Time Machine for Information: Looking Back to Look Forward | 2015 | VLDB |