Design of Intelligent Customer Service Questioning and Answering a System for Power Business Scenario Based on AI Technology

被引:1
|
作者
Wu, Shisong [1 ]
机构
[1] CSG, Digital Grid Res Inst, Guangzhou, Peoples R China
关键词
D O I
10.1155/2022/5279919
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to solve the problems of large demand for power business and small number of customer service, an intelligent customer service questioning and answering a system for power business scenario based on AI technology is designed. The approach first uses the particle swarm optimization algorithm to automatically classify the question attributes and then uses the fuzzy c-means clustering algorithm to match the answers with the highest similarity to the questions and return to the customers. The system collects the questions raised by customers through the acquisition module, uploads the question work order to the knowledge base through the information assistance module, and stores the preprocessed questions to the knowledge base. After completing the problem attribute classification through the particle swarm clustering algorithm classification model in the batch analysis and calculation module, the question answers are matched through fuzzy c-means clustering. At the same time, the similarity of different keywords is calculated to find a series of related questions. After the obtained data are analyzed in real time through the self-service customer service module, the answer is extracted and fed back to the customer, and the question answer is presented to the customer in the system interface. The experimental results show that the designed system has low worst-case time complexity, which is up to 0.35 only. The reason is that the system in this paper can use priority information to deal with the problems raised by customers, which is different from the past work where dealing with customers request via priority information is not used. The system can give the corresponding answers according to the customer's options. It has convenient operation, high integrated control ability, and good information management performance. Compared with the traditional approach which could waste a lot of resource and data, the proposed approach can reduce the differences between problem data, eliminate invalid data, and simplify the data classification process. The application of the system can effectively accelerate the information transmission efficiency of the power company and can be used for power exchange platform automation in the future.
引用
下载
收藏
页数:10
相关论文
共 50 条
  • [41] Service Experience Promotion System of Intelligent Business Hall Based on Face Recognition
    Gan Yuanxing
    Chen Jinsong
    Long Lina
    Lv Liang
    Guan Yongming
    PROCEEDINGS OF 2019 2ND INTERNATIONAL CONFERENCE ON BIG DATA TECHNOLOGIES (ICBDT 2019), 2019, : 204 - 210
  • [42] Design of Information Service System Based on RSS Technology
    Yu, Xiao
    PROCEEDINGS OF THE 2017 7TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, COMPUTER AND SOCIETY (EMCS 2017), 2017, 61 : 1915 - 1918
  • [43] Scenario-based design: Envisioning work and technology in system development
    Noyes, J
    PERCEPTION, 1998, 27 (03) : 375 - 376
  • [44] The Intelligent Parking System Based on ZigBee Technology Research and Design
    Hao, Weijun
    Zhao, Yougui
    2016 3RD INTERNATIONAL CONFERENCE ON SMART MATERIALS AND NANOTECHNOLOGY IN ENGINEERING (SMNE 2016), 2016, : 256 - 258
  • [45] A design for Intelligent Parking System Based on ETC Technology and Android
    Wang, Xiaomin
    Pei, Zhijun
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON LOGISTICS, ENGINEERING, MANAGEMENT AND COMPUTER SCIENCE (LEMCS 2015), 2015, 117 : 946 - 951
  • [46] RESEARCH AND DESIGN OF INTELLIGENT LEARNING SYSTEM BASED ON RECOMMENDATION TECHNOLOGY
    Li, Hui
    Zhang, Shu
    Shi, Jun
    Hu, Yun
    MECHATRONIC SYSTEMS AND CONTROL, 2019, 47 (01): : 43 - 49
  • [47] Design of Intelligent Teaching System Based on Data Mining Technology
    Gao Wei Wei
    Wang Jian Hua
    Li Xiao Feng
    RESEARCH IN MATERIALS AND MANUFACTURING TECHNOLOGIES, PTS 1-3, 2014, 835-836 : 998 - +
  • [48] Design and Study of Intelligent Warehousing System Based on RFID Technology
    Yang Jingyu
    2019 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA & SMART CITY (ICITBS), 2019, : 393 - 396
  • [49] Design of Intelligent Transportation Control System Based on Blockchain Technology
    Wei, Xia
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2022, 18 (06): : 763 - 769
  • [50] The Design of Intelligent Home Furnishing System Based on ZigBee Technology
    Zhang, Yongjun
    Wu, Shenggang
    Nie, Xiaobo
    Zhang, Changfeng
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS, MODELING AND SIMULATION (AMMS 2017), 2017, 153 : 357 - 360