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
  • [41] E-Commerce Adoption in Nigeria
    Egbokhare, Francisca
    Ukaoha, Kingsley
    Chiemeke, Stella
    DIGITAL ENTERPRISE AND INFORMATION SYSTEMS, 2011, 194 : 78 - 86
  • [42] The WebShop e-commerce framework
    Fontoura, M
    Pree, W
    Rumpe, B
    IC'2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTERNET COMPUTING, VOLS I AND II, 2001, : 150 - 155
  • [43] WEBSITE ASSESSMENT IN E-COMMERCE
    Suchanek, Petr
    Slaninova, Katerina
    ICT FOR COMPETITIVENESS 2012, 2012, : 276 - 283
  • [44] 来吧!加入e-commerce!
    人民论坛, 2000, (05) : 20 - 20
  • [45] A Simulation Method for E-Commerce
    Wang, Jin
    2017 7TH INTERNATIONAL CONFERENCE ON EDUCATION AND SPORTS EDUCATION (ESE 2017), VOL 1, 2017, 79 : 8 - 13
  • [46] Semantic resolution for E-Commerce
    Peng, Y
    Zou, YY
    Luan, XC
    Ivezic, N
    Gruninger, M
    Jones, A
    ROBOTICS, AUTOMATION AND CONTROL AND MANUFACTURING: TRENDS, PRINCIPLES AND APPLICATIONS, 2002, 14 : 219 - 230
  • [47] Mastering E-Commerce and globalization
    Dubreuil, É
    CERTIFICATION AND SECURITY IN E-SERVICES: FROM E-GOVERNMENT TO E-BUSINESS, 2003, 127 : 281 - 291
  • [48] On Latency of E-Commerce Platforms
    Basalla, Marcus
    Schneider, Johannes
    Luksik, Martin
    Jaakonmaki, Roope
    Brocke, Jan Vom
    JOURNAL OF ORGANIZATIONAL COMPUTING AND ELECTRONIC COMMERCE, 2021, 31 (01) : 1 - 17
  • [49] Taxes in an e-commerce generation
    David R. Agrawal
    William F. Fox
    International Tax and Public Finance, 2017, 24 : 903 - 926
  • [50] IT innovation management and E-commerce
    Yang, Hongjuan
    Han, Donghua
    ISMOT'07: Proceedings of the Fifth International Symposium on Management of Technology, Vols 1 and 2: MANAGING TOTAL INNOVATION AND OPEN INNOVATION IN THE 21ST CENTURY, 2007, : 1107 - 1110
12345