INFORMATION TECHNOLOGY FOR INTELLECTUAL ANALYSIS OF ITEM DESCRIPTIONS IN E-COMMERCE

被引:0
|
作者
Cherednichenko, Olga [1 ]
Ivashchenko, Oksana [1 ]
Lincenyi, Marcel [1 ]
Kovac, Marian [1 ]
机构
[1] Bratislava Univ Econ & Management, Furdekova 16, Bratislava 85104, Slovakia
来源
关键词
Information Technology; e-Commerce; Product Matching; Text Processing; Model; Artificial Intelligence; DIGITALIZATION; SYSTEMS;
D O I
10.9770/jesi.2023.11.1(10)
中图分类号
F [经济];
学科分类号
02 ;
摘要
E-commerce is experiencing a robust surge, propelled by the worldwide digital transformation and the mutual advantages accrued by both consumers and merchants. The integration of information technologies has markedly augmented the efficacy of digital enterprise, ushering in novel prospects and shaping innovative business paradigms. Nonetheless, adopting information technology is concomitant with risks, notably concerning safeguarding personal data. This substantiates the significance of research within the domain of artificial intelligence for e-commerce, with particular emphasis on the realm of recommender systems. This paper is dedicated to the discourse surrounding the construction of information technology tailored for processing textual descriptions pertaining to commodities within the e-commerce landscape. Through a qualitative analysis, we elucidate factors that mitigate the risks inherent in unauthorized data access. The cardinal insight discerned is that the apt utilization of product matching technologies empowers the formulation of recommendations devoid of entailing customers' personal data or vendors' proprietary information. A meticulously devised structural model of this information technology is proffered, delineating the principal functional components essential for processing textual data found within electronic trading platforms. Central to our exposition is the exploration of the product comparison predicated on textual depictions. The resolution of this challenge stands to enhance the efficiency of product searches and facilitate product juxtaposition and categorization. The prospective implementation of the propounded information technology, either in its entirety or through its constituent elements, augurs well for sellers, enabling them to improve a pricing strategy and heightened responsiveness to market sales trends. Concurrently, it streamlines the procurement journey for buyers by expediting the identification of requisite goods within the intricate milieu of e-commerce platforms.
引用
收藏
页码:178 / 190
页数:13
相关论文
共 50 条
  • [1] Application of information technology to e-commerce
    Binsaif, Nasser
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2022, 68 (03) : 305 - 311
  • [2] Information technology - AspenTech enters e-commerce
    Mullin, R
    CHEMICAL WEEK, 1999, 161 (41) : 45 - 45
  • [3] INFORMATION TECHNOLOGY ACT IN INDIA: E-COMMERCE VALUE CHAIN ANALYSIS
    Kalia, Prateek
    Arora, Richa
    Law, Penny
    NTUT JOURNAL OF INTELLECTUAL PROPERTY LAW AND MANAGEMENT, 2016, 5 (02): : 55 - 97
  • [4] Shannon Information Model in E-Commerce Information Analysis
    Gang, Chen
    FIRST IITA INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2009, : 580 - 583
  • [5] The effect of information technology on e-commerce and e-marketing in Iran
    Sarani, Ahmad
    Noura, Abbas ali
    Akbari, Zahra Nejad
    2006 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI 2006), Proceedings, 2006, : 845 - 850
  • [6] Intellectual Capital in the E-commerce Model
    Rodriguez, Gladys
    TELOS-REVISTA DE ESTUDIOS INTERDISCIPLINARIOS EN CIENCIAS SOCIALES, 2009, 11 (03): : 347 - 366
  • [7] Promoting Tail Item Recommendations in E-Commerce
    Didi, Tamar
    Guy, Ido
    Livne, Amit
    Dagan, Arnon
    Rokach, Lior
    Shapira, Bracha
    2023 PROCEEDINGS OF THE 31ST ACM CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION, UMAP 2023, 2023, : 194 - 203
  • [8] Research on e-commerce management objects under Information Technology
    Wang Jiantao
    PROCEEDINGS OF THE 2017 9TH INTERNATIONAL ECONOMICS, MANAGEMENT AND EDUCATION TECHNOLOGY CONFERENCE (IEMETC 2017), 2017, 48 : 244 - 247
  • [9] Information Technology in the E-commerce Marketing Strategy of OAWAY Website
    Jiang, Wenrong
    Lin, Shiwei
    ADVANCED RESEARCH ON CIVIL ENGINEERING, MATERIALS ENGINEERING AND APPLIED TECHNOLOGY, 2014, 859 : 551 - 555
  • [10] The Survey on Applications of Information Hiding Technology in E-Commerce Security
    Cha, Yanmei
    Zhu, Suwen
    Han, Wenying
    ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING II, PTS 1-3, 2013, 433-435 : 1866 - 1870