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Proceedings of the SIGIR 2019 Workshop on eCommerce, co-located with the 42st International ACM SIGIR Conference on Research and Development in Information Retrieval, eCom@SIGIR 2019, Paris, France, July 25, 2019

Jon Degenhardt, Surya Kallumadi, Utkarsh Porwal, Andrew Trotman (Editors)


Anthology ID:
2019.sigirconf_workshop-2019ecom
Year:
2019
Venue:
sigirconf_workshop
Publisher:
CEUR-WS.org
URL:
https://ceur-ws.org/Vol-2410
DBLP:
conf/sigir/2019ecom
BibTeX:
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Proceedings of the SIGIR 2019 Workshop on eCommerce, co-located with the 42st International ACM SIGIR Conference on Research and Development in Information Retrieval, eCom@SIGIR 2019, Paris, France, July 25, 2019

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An Empirical Comparison of FAISS and FENSHSES for Nearest Neighbor Search in Hamming Space
Cun Mu | Binwei Yang

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Closing the Gap Between Query and Database through Query Feature Transformation in C2C e-Commerce Visual Search
Takuma Yamaguchi | Kosuke Arase | Riku Togashi | Shunya Ueta

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Comprehensive Audience Expansion based on End-to-End Neural Prediction
Jinling Jiang | Xiaoming Lin | Junjie Yao | Hua Lu

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E-commerce Query Classification Using Product Taxonomy Mapping: A Transfer Learning Approach
Michael Skinner | Surya Kallumadi

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Fashion Outfit Generation for E-commerce
Elaine M. Bettaney | Stephen R. Hardwick | Benjamin Paul Chamberlain | Odysseas Zisimopoulos

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Image Aesthetics and its Effects on Product Clicks in E-Commerce Search
Fabiano Belém | Alexandre Maros | Sérgio D. Canuto | Rodrigo Silva | Jussara M. Almeida | Marcos André Gonçalves

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Improving Semantic Matching via Multi-Task Learning in E-Commerce
Hongchun Zhang | Tianyi Wang | Xiaonan Meng | Yi Hu

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Learning Embeddings for Product Size Recommendations
Kallirroi Dogani | Matteo Tomassetti | Saúl Vargas | Benjamin Paul Chamberlain | Sofie De Cnudde

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Learning to Diversify for E-commerce Search with Multi-Armed Bandit
Anjan Goswami | Chengxiang Zhai | Prasant Mohapatra

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Leverage Implicit Feedback for Context-aware Product Search
Keping Bi | Choon Hui Teo | Yesh Dattatreya | Vijai Mohan | W. Bruce Croft

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Multi-Candidate Ranking Algorithm Based Spell Correction
Chao Wang | Rongkai Zhao

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Multi-objective Relevance Ranking
Michinari Momma | Alireza Bagheri Garakani | Yi Sun

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Neural Factorization for Offer Recommendation using Knowledge Graph Embeddings
Gourab Chowdhury | Madiraju Srilakshmi | Mainak Chain | Sudeshna Sarkar

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Organic Ponies and Sponsored Batteries: A Category-Based CTR Optimization Model
Or Levi

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PSAC: Context-based Purchase Prediction Framework via User's Sequential Actions
Wei-Cheng Chen | Chih-Yu Wang | Su-Chen Lin | Alex Ou | Tzu-Chiang Liou

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Personalized Query Auto-Completion Through a Lightweight Representation of the User Context
Manojkumar Rangasamy Kannadasan | Grigor Aslanyan

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Production Ranking Systems: A Review
Murium Iqbal | Nishan Subedi | Kamelia Aryafar

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Query Rewriting using Automatic Synonym Extraction for E-commerce Search
Aritra Mandal | Ishita K. Khan | Prathyusha Senthil Kumar

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Ranking Sentences from Product Description & Bullets for Better Search
Prateek Verma | Aliasgar Kutiyanawala | Ke Shen

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Spelling Correction as a Foreign Language
Yingbo Zhou | Utkarsh Porwal | Roberto Konow

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System Design of Extreme Multi-label Query Classification using a Hybrid Model
Xianjing Liu | Hejia Zhang | Mingkuan Liu | Alan Lu

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Text Summarization of Product Titles
Joan Xiao | Robert Munro

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Unsupervised Construction of a Product Knowledge Graph
Omar Alonso | Vasileios Kandylas | Rukmini Iyer

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Unsupervised Product Entity Resolution using Graph Representation Learning
Mozhdeh Gheini | Mayank Kejriwal