eCOM 2019
The SIGIR 2019 Workshop on eCommerce

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