AliCoCo: Alibaba E-commerce Cognitive Concept Net
Summary: AliCoCo constructs a large-scale e-commerce cognitive concept net for Alibaba. It formalizes user needs as graph nodes, links them with domain relations, and is built semi-automatically to close the semantic gap and enable intelligent, data-driven shopping applications. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xusheng Luo
- 2. Luxin Liu
- 3. Yonghua Yang
- 4. Le Bo
- 5. Yuanpeng Cao
- 6. Jinhang Wu
- 7. Qiang Li
- 8. Keping Yang
- 9. Kenny Q. Zhu
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,703 | Incrementalizing Graph Algorithms | 2021 | SIGMOD | 6.6177496e-05 |
| 7,981 | Capturing Associations in Graphs | 2020 | VLDB | 5.5692809e-05 |
| 8,904 | COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon | 2024 | SIGMOD | 5.4116732e-05 |
| 9,804 | Automating Incremental Graph Processing with Flexible Memoization | 2021 | VLDB | 5.2708329e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 63 | Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge | 2008 | SIGMOD | 0.00039278196 |
| 882 | Probase: A Probabilistic Taxonomy for Text Understanding | 2012 | SIGMOD | 0.00013503347 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,843 | A Web of Concepts | 2009 | PODS | 9.7180374e-05 |
| 4,342 | Real-time Workload Pattern Analysis for Large-scale Cloud Databases | 2023 | VLDB | 6.823998e-05 |
| 5,608 | Towards the Web of Concepts: Extracting Concepts from Large Datasets | 2010 | VLDB | 6.2156505e-05 |
| 13,275 | EdgeDIPN: a Unified Deep Intent Prediction Network Deployed at the Edge | 2021 | VLDB | - |
| 5,365 | Supercharging Recommender Systems using Taxonomies for Learning User Purchase Behavior | 2012 | VLDB | 6.3173499e-05 |
| 6,892 | Synthesizing Products for Online Catalogs | 2011 | VLDB | 5.8149338e-05 |
| 13,228 | Automated Category Tree Construction in E-Commerce | 2022 | SIGMOD | - |
| 8,904 | COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon | 2024 | SIGMOD | 5.4116732e-05 |
| 242 | AliGraph: A Comprehensive Graph Neural Network Platform | 2019 | VLDB | 0.00023878232 |
| 8,129 | SHOAL: Large-scale Hierarchical Taxonomy via Graph-based Query Coalition in E-commerce | 2019 | VLDB | 5.5419908e-05 |