ARTIFICIAL INTELLIGENCE RETRIEVAL SYSTEM BASED ON COMPUTER BIG DATA TECHNOLOGY

被引:0
|
作者
YU H. [1 ]
机构
[1] Jilin University, Changchun
来源
Scalable Computing | 2024年 / 25卷 / 04期
关键词
Artificial intelligence; Automatic retrieval; Intentional identification; Semantic similarity calculation;
D O I
10.12694/scpe.v25i4.2920
中图分类号
学科分类号
摘要
In order to achieve automatic retrieval of library literature, the author proposes a robot retrieval method based on intention recognition for library literature automatic retrieval. Firstly, propose a robot retrieval approach; Then, the keywords of the user’s question are automatically extracted, and the intention of the user’s question is identified. Finally, combined with intention recognition, the semantic similarity between the intention recognition literature and the search literature is calculated. The latest results indicate that: The accuracy of keyword automatic extraction based on KL and TF-IDF for each sentence keyword is 98.3%, indicating that this extraction method performs better. The retrieval accuracy of the automatic retrieval robot reaches 98%, indicating that this method can accurately achieve accurate retrieval of user intentions and candidate literature. © (2024), SCPE.
引用
收藏
页码:2628 / 2635
页数:7
相关论文
共 50 条
  • [21] Data Mining Algorithm Based on Fusion Computer Artificial Intelligence Technology
    Bail, Yingqian
    Bao, Kepeng
    Xu, Tao
    EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2024, 11 (01)
  • [22] Big Data of Food Science and Artificial Intelligence Technology
    Cui X.
    Li W.
    Gu C.
    Journal of Chinese Institute of Food Science and Technology, 2021, 21 (02) : 1 - 8
  • [23] Research and Application of Artificial Intelligence and Computer Big Data Technology in the Individualized Nursing Care Platform
    Xu, Chunmiao
    Gao, Yin
    Qi, Li
    Li, Guiling
    Li, Meiqian
    Yang, Liqun
    2022 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, BIG DATA AND ALGORITHMS (EEBDA), 2022, : 421 - 425
  • [24] Big data analysis with artificial intelligence technology based on machine learning algorithm
    Zhang, Zeliang
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (05) : 6733 - 6740
  • [25] Teacher Intelligence Training Based on Big Data and Artificial Intelligence
    Dan, Songjian
    INTERNATIONAL JOURNAL OF E-COLLABORATION, 2022, 18 (03)
  • [26] Research on the data mining algorithm of computer big data and artificial intelligence integration
    Xue, Xianghong
    Shu, Zhenqiu
    Xue, Xiaofeng
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 126 : 97 - 97
  • [27] Design and implementation of bilingual digital reader based on artificial intelligence and big data technology
    Chen, Keliang
    Zu, Yunxiao
    Cui, Yansong
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2020, 20 (03) : 889 - 907
  • [28] Research on Big Data Mining Application of Internet of Things Based on Artificial Intelligence Technology
    Han, Zihao
    2022 INTERNATIONAL CONFERENCE ON COMPUTING, ROBOTICS AND SYSTEM SCIENCES, ICRSS, 2022, : 74 - 77
  • [29] A PERSONALIZED TEACHING SYSTEM FOR COLLEGE ENGLISH BASED ON BIG DATA AND ARTIFICIAL INTELLIGENCE
    Li, Xiaojie
    SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2024, 25 (06): : 5477 - 5485
  • [30] Research on Human-computer Interaction Design System based on Computer Artificial Intelligence technology
    Wu, Youwen
    Huang, Zhang
    2023 11TH INTERNATIONAL SYMPOSIUM OF CHINESE CHI, CHINESE CHI2023, 2023, : 20 - 24