Vol-2410
urn:nbn:de:0074-2410-9

Copyright © 2019 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

eCOM 2019
The SIGIR 2019 Workshop on eCommerce

Proceedings of the SIGIR 2019 Workshop on eCommerce,
co-located with the 42st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019)

Paris, France, July 25, 2019.

Edited by

Jon Degenhardt *
Surya Kallumadi **
Utkarsh Porwal *
Andrew Trotman ***

* eBay inc., USA
** The Home Depot, USA
*** University of Otago, New Zealand

Table of Contents

Preface

Papers

Leverage Implicit Feedback for Context-aware Product Search
Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, Bruce Croft
Learning Embeddings for Product Size Recommendations
Kallirroi Dogani, Matteo Tomassetti, Saúl Vargas, Ben Chamberlain, Sofie de Cnudde
Multi-objective Relevance Ranking
Michinari Momma, Alireza Bagheri Garakani, Yi Sun
Fashion Outfit Generation for E-commerce
Elaine Bettaney, Stephen Hardwick, Benjamin Paul Chamberlain, Odysseas Zisimopoulos
Personalized Query Auto-Completion Through a Lightweight Representation of the User Context
Manojkumar Rangasamy Kannadasan, Grigor Aslanyan
Learning to Diversify for E-commerce Search with Multi-Armed Bandit
Anjan Goswami, Chengxiang Zhai, Prasant Mohapatra
System Design of Extreme Multi-label Query Classification using a Hybrid Model
Xianjing Liu, Hejia Zhang, Mingkuan Liu, Alan Lu
Multi-Candidate Ranking Algorithm Based Spell Correction
Chao Wang, Rongkai Zhao
Ranking Sentences from Product Description & Bullets for Better Search
Prateek Verma, Aliasgar Kutiyanawala, Ke Shen
E-commerce Query Classification Using Product Taxonomy Mapping: A Transfer Learning Approach
Michael Skinner, Surya Kallumadi
Improving Semantic Matching via Multi-Task Learning in E-Commerce
Hongchun Zhang, Tianyi Wang, Xiaonan Meng, Yi Hu
Query Rewriting using Automatic Synonym Extraction for E-commerce Search
Aritra Mandal, Ishita Khan, Prathyusha Senthil Kumar
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
Spelling Correction as a Foreign Language
Yingbo Zhou, Utkarsh Porwal, Roberto Konow
Production Ranking Systems: A Review
Murium Iqbal, Nishan Subedi, Kamelia Aryafar
Unsupervised Construction of a Product Knowledge Graph
Omar Alonso, Vasileios Kandylas, Rukmini Iyer
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
Unsupervised Product Entity Resolution using Graph Representation Learning
Mozhdeh Gheini, Mayank Kejriwal
Text Summarization of Product Titles
Joan Xiao, Robert Munro
Neural Factorization for Offer Recommendation using Knowledge Graph Embeddings
Gourab Chowdhury, Madiraju Srilakshmi, Mainak Chain, Sudeshna Sarkar
Image Aesthetics and its Effects on Product Clicks in E-Commerce Search
Fabiano Belém, Alexandre Maros, Sergio Canuto, Rodrigo Silva, Jussara Almeida, Marcos Goncalves
Comprehensive Audience Expansion based on End-to-End Neural Prediction
Jinling Jiang, Xiaoming Lin, Junjie Yao, Hua Lu
Organic Ponies and Sponsored Batteries: A Category-Based CTR Optimization Model
Or Levi
An Empirical Comparison of FAISS and FENSHSES for Nearest Neighbor Search in Hamming Space
Cun Mu, Binwei Yang

2019-07-19: submitted by Andrew Trotman, University of Otago. Bibliographic data published under Creative Commons CC0
2019-07-19: published on CEUR-WS.org |valid HTML5|