Mining E-Commerce Query Relations using Customer Interaction Networks

Author:

Adhikari Bijaya1,Sondhi Parikshit2,Zhang Wenke2,Sharma Mohit2,Prakash B. Aditya1

Affiliation:

1. Virginia Tech, Blacksburg, VA, USA

2. WalmartLabs, Sunnyvale, CA, USA

Funder

NEH

ORNL

Facebook

NSF

Publisher

ACM Press

Reference41 articles.

1. Ricardo Baeza-Yates. 2007. Graphs from search engine queries. SOFSEM 2007: Theory and Practice of Computer Science (2007), 1--8.

2. Ricardo A Baeza-Yates, Carlos A Hurtado, Marcelo Mendoza, et al. 2004. Query Recommendation Using Query Logs in Search Engines.. In EDBT workshops, Vol. 3268. Springer, 588--596.

3. Michael J Barber. 2007. Modularity and community detection in bipartite networks. Physical Review E 76, 6 (2007), 066102.

4. Doug Beeferman and Adam Berger. 2000. Agglomerative clustering of a search engine query log. In Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 407--416.

5. Vincent D Blondel, Jean-Loup Guillaume, Renaud Lambiotte, and Etienne Lefebvre. 2008. Fast unfolding of communities in large networks. Journal of statistical mechanics: theory and experiment 2008, 10 (2008), P10008.

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1. Search Behavior Prediction: A Hypergraph Perspective;Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining;2023-02-27

2. RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph;Proceedings of the ACM Web Conference 2022;2022-04-25

3. Query-driven graph models in e-commerce;Innovations in Systems and Software Engineering;2022-01-14

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