Learning to ask critical questions for assisting product search

• Main Authors: LI, Zixuan, LIAO, Lizi, CHUA, Tat-Seng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Product search; Learning to ask; Session-aware recommendation; Interactive search; Databases and Information Systems; E-Commerce
• Online Access: https://ink.library.smu.edu.sg/sis_research/7580; https://ink.library.smu.edu.sg/context/sis_research/article/8583/viewcontent/Learning_to_ask_critical_questions_for_assisting_product_search.pdf
• Institution: Singapore Management University

Product search plays an essential role in eCommerce. It was treated as a special type of information retrieval problem. Most existing works make use of historical data to improve the search performance, which do not take the opportunity to ask for user’s current interest directly. Some session-aware...