Dataset of Natural Language Queries for E-Commerce

被引：3
|
作者：
Papenmeier, Andrea [1 ]
Kern, Dagmar [1 ]
Hienert, Daniel [1 ]
Sliwa, Alfred [2 ]
Aker, Ahmet [2 ]
Fuhr, Norbert [2 ]
机构：
[1] GESIS Leibniz Inst Social Sci, Cologne, Germany
[2] Univ Duisburg Essen, Duisburg, Germany
来源：
CHIIR '21: PROCEEDINGS OF THE 2021 CONFERENCE ON HUMAN INFORMATION INTERACTION AND RETRIEVAL | 2021年
关键词：
Dataset; Natural Language Query; User Intent; E-Commerce; BOOK;
D O I：
10.1145/3406522.3446043
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Shopping online is more and more frequent in our everyday life. For e-commerce search systems, understanding natural language coming through voice assistants, chatbots or from conversational search is an essential ability to understand what the user really wants. However, evaluation datasets with natural and detailed information needs of product-seekers which could be used for research do not exist. Due to privacy issues and competitive consequences, only few datasets with real user search queries from logs are openly available. In this paper, we present a dataset of 3,540 natural language queries in two domains that describe what users want when searching for a laptop or a jacket of their choice. The dataset contains annotations of vague terms and key facts of 1,754 laptop queries. This dataset opens up a range of research opportunities in the fields of natural language processing and (interactive) information retrieval for product search.
引用
收藏
页码：307 / 311
页数：5
相关论文
共 50 条
  • [1] A Dataset and Baselines for e-Commerce Product Categorization
    Lin, Yiu-Chang
    Das, Pradipto
    Trotman, Andrew
    Kallumadi, Surya
    PROCEEDINGS OF THE 2019 ACM SIGIR INTERNATIONAL CONFERENCE ON THEORY OF INFORMATION RETRIEVAL (ICTIR'19), 2019, : 212 - 215
  • [2] Mining Patterns with Durations from E-Commerce Dataset
    Kanaan, Mohamad
    Kheddouci, Hamamache
    COMPLEX NETWORKS AND THEIR APPLICATIONS VII, VOL 1, 2019, 812 : 603 - 615
  • [3] An E-Commerce Dataset Revealing Variations during Sales
    Zhang, Jianfu
    Yu, Qingtao
    Chen, Yizhou
    Zhou, Guoliang
    Liu, Yawen
    Sun, Yawei
    Liang, Chen
    Huzhang, Guangda
    Ni, Yabo
    Zeng, Anxiang
    Yu, Han
    PROCEEDINGS OF THE 47TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, SIGIR 2024, 2024, : 1162 - 1171
  • [4] Natural Language Processing-Based Product Category Classification Model for E-Commerce
    Koksal, Deniz
    Alacan, M. Mert
    Olgun, Ecesu
    Sakar, C. Okan
    2022 30TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, SIU, 2022,
  • [5] On natural adaptability of tourism industry and E-commerce
    Yang, LM
    Yang, P
    Li, YX
    THIRD INTERNATIONAL CONFERENCE ON ELECTRONIC COMMERCE ENGINEERING: DIGITAL ENTERPRISES AND NONTRADITIONAL INDUSTRIALIZATION, 2003, : 779 - 783
  • [6] E-commerce
    中国储运, 2015, (06) : 109 - 109
  • [7] E-COMMERCE DELIVERIES 2.0: TOWARDS A SUSTAINABLE E-COMMERCE
    Wouter, Verheyen
    ECONOMIC AND SOCIAL DEVELOPMENT (ESD), 2016, : 653 - 661
  • [8] Taxation and E-commerce: Do they avoid e-commerce tax in China?
    Li, Cheng
    ICPOM2008: PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE OF PRODUCTION AND OPERATION MANAGEMENT, VOLUMES 1-3, 2008, : 57 - 59
  • [9] E-Commerce Institutionalization is not for us: SMEs perception of E-Commerce in Tanzania
    Kabanda, Salah
    AFRICAN JOURNAL OF INFORMATION SYSTEMS, 2011, 3 (01):
  • [10] Development of E-Commerce in Romania within The Worldwide E-Commerce Development
    Sandu, Mihaela Cornelia
    Constantin, Ionut
    SUSTAINABLE ECONOMIC GROWTH, EDUCATION EXCELLENCE, AND INNOVATION MANAGEMENT THROUGH VISION 2020, VOLS I-VII, 2017, : 2582 - 2594
12345