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
- 2. Nikos Ntarmos
- 3. Marc Spaniol
- 4. Peter Triantafillou
- 5. András Benczúr
- 6. Scott Kirkpatrick
- 7. Philippe Rigaux
- 8. Mark Williamson
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,405 | Linking Temporal Records | 2011 | VLDB | 8.8815018e-05 |
| 7,706 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB | 4.6723595e-05 |
| 8,722 | Preference-aware Integration of Temporal Data | 2015 | VLDB | 4.4606662e-05 |
| 9,132 | A Time Machine for Information: Looking Back to Look Forward | 2015 | VLDB | 4.3896196e-05 |
| 9,551 | Data Integration and Data Exchange: It’s Really About Time | 2013 | CIDR | 4.3255102e-05 |
| 12,028 | D-Hive: Data Bees Pollinating RDF, Text, and Time | 2013 | CIDR | 4.1945683e-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 | Pagerank |
|---|---|---|---|---|
| 3,256 | Multidimensional Content eXploration | 2008 | VLDB | 7.3158557e-05 |
| 6,577 | On Efficiently Searching Trajectories and Archival Data for Historical Similarities | 2008 | VLDB | 5.0042166e-05 |
| 12,401 | Large-Scale Collaborative Analysis and Extraction of Web Data | 2008 | VLDB | 4.1945683e-05 |
| 4,849 | Durable Top-k Search in Document Archives | 2010 | SIGMOD | 5.8773304e-05 |
| 13,527 | Dealing with Web Data: History and Look ahead | 2010 | VLDB | - |
| 7,706 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB | 4.6723595e-05 |
| 9,551 | Data Integration and Data Exchange: It’s Really About Time | 2013 | CIDR | 4.3255102e-05 |
| 2,405 | Linking Temporal Records | 2011 | VLDB | 8.8815018e-05 |
| 7,345 | Linking Temporal Records for Profiling Entities | 2015 | SIGMOD | 4.756212e-05 |
| 9,132 | A Time Machine for Information: Looking Back to Look Forward | 2015 | VLDB | 4.3896196e-05 |