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 (Alibaba)
- 2. Luxin Liu (Alibaba)
- 3. Yonghua Yang (Alibaba)
- 4. Le Bo (Alibaba)
- 5. Yuanpeng Cao (Alibaba)
- 6. Jinhang Wu (Alibaba)
- 7. Qiang Li (Alibaba)
- 8. Keping Yang (Alibaba)
- 9. Kenny Q. Zhu (Alibaba; Shanghai Jiao Tong University)
BibTeX Citation
@inproceedings{luo_sigmod20,
title = {{AliCoCo: Alibaba E-commerce Cognitive Concept Net}},
author = {Luo, Xusheng and Liu, Luxin and Yang, Yonghua and Bo, Le and Cao, Yuanpeng and Wu, Jinhang and Li, Qiang and Yang, Keping and Zhu, Kenny Q.},
series = {{SIGMOD} '20},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3357384.3357812},
url = {https://dl.acm.org/doi/10.1145/3357384.3357812},
year = {2020}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,443 | Incrementalizing Graph Algorithms | 2021 | SIGMOD | 6.7004839e-05 |
| 8,113 | Capturing Associations in Graphs | 2020 | VLDB | 5.484341e-05 |
| 8,981 | COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon | 2024 | SIGMOD | 5.3397793e-05 |
| 9,967 | Automating Incremental Graph Processing with Flexible Memoization | 2021 | VLDB | 5.1869874e-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 |
|---|---|---|---|---|
| 65 | Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge | 2008 | SIGMOD | 0.00038697603 |
| 908 | Probase: A Probabilistic Taxonomy for Text Understanding | 2012 | SIGMOD | 0.00013300624 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,873 | A Web of Concepts | 2009 | PODS |
| 2 | 4,398 | Real-time Workload Pattern Analysis for Large-scale Cloud Databases | 2023 | VLDB |
| 3 | 5,689 | Towards the Web of Concepts: Extracting Concepts from Large Datasets | 2010 | VLDB |
| 4 | 13,464 | EdgeDIPN: a Unified Deep Intent Prediction Network Deployed at the Edge | 2021 | VLDB |
| 5 | 5,433 | Supercharging Recommender Systems using Taxonomies for Learning User Purchase Behavior | 2012 | VLDB |
| 6 | 7,013 | Synthesizing Products for Online Catalogs | 2011 | VLDB |
| 7 | 13,417 | Automated Category Tree Construction in E-Commerce | 2022 | SIGMOD |
| 8 | 8,981 | COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon | 2024 | SIGMOD |
| 9 | 223 | AliGraph: A Comprehensive Graph Neural Network Platform | 2019 | VLDB |
| 10 | 8,263 | SHOAL: Large-scale Hierarchical Taxonomy via Graph-based Query Coalition in E-commerce | 2019 | VLDB |