Research on privacy protection in the context of healthcare data based on knowledge map

被引:0
|
作者
Ouyang, Ting [1 ]
Yang, Jianhua [1 ]
Gu, Zongyun [1 ]
Zhang, Lei [1 ]
Wang, Dan [1 ]
Wang, Yuanmao [1 ]
Yang, Yinfeng [1 ,2 ]
机构
[1] Anhui Univ Chinese Med, Sch Med Informat Engn, Hefei 230012, Peoples R China
[2] China Acad Chinese Med Sci, Anhui Comp Applicat Res Inst Chinese Med, Hefei, Peoples R China
关键词
CiteSpace; healthcare data; knowledge maps; privacy protection; ESTIMATING USABLE-SECURITY; BIG DATA; WEB; SCIENCE; ETHICS; TOPSIS; MODEL; AHP;
D O I
10.1097/MD.0000000000039370
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
With the rapid development of emerging information technologies such as artificial intelligence, cloud computing, and the Internet of Things, the world has entered the era of big data. In the face of growing medical big data, research on the privacy protection of personal information has attracted more and more attention, but few studies have analyzed and forecasted the research hotspots and future development trends on the privacy protection. Presently, to systematically and comprehensively summarize the relevant privacy protection literature in the context of big healthcare data, a bibliometric analysis was conducted to clarify the spatial and temporal distribution and research hotspots of privacy protection using the information visualization software CiteSpace. The literature papers related to privacy protection in the Web of Science were collected from 2012 to 2023. Through analysis of the time, author and countries distribution of relevant publications, we found that after 2013, research on the privacy protection has received increasing attention and the core institution of privacy protection research is the university, but the countries show weak cooperation. Additionally, keywords like privacy, big data, internet, challenge, care, and information have high centralities and frequency, indicating the research hotspots and research trends in the field of the privacy protection. All the findings will provide a comprehensive privacy protection research knowledge structure for scholars in the field of privacy protection research under the background of health big data, which can help them quickly grasp the research hotspots and choose future research projects.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Research Progress on Data Security and Privacy Protection of Wearable Devices in the Context of Healthcare Big Data
    Zhang, Yi
    Sun, Minjian
    [J]. PROCEEDINGS OF 2023 4TH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE FOR MEDICINE SCIENCE, ISAIMS 2023, 2023, : 965 - 968
  • [2] Privacy Protection Methods Research for Healthcare Big Data Based on FCM Clustering Algorithm
    Ran, Chao
    Huang, Wendong
    [J]. International Journal of Network Security, 2024, 26 (06) : 1027 - 1037
  • [3] Big Data Privacy in Healthcare Moroccan context
    Bouhriz, Mounia
    Chaoui, Habiba
    [J]. 6TH INTERNATIONAL CONFERENCE ON EMERGING UBIQUITOUS SYSTEMS AND PERVASIVE NETWORKS (EUSPN 2015)/THE 5TH INTERNATIONAL CONFERENCE ON CURRENT AND FUTURE TRENDS OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN HEALTHCARE (ICTH-2015), 2015, 63 : 575 - 580
  • [4] Research on privacy protection of online directional advertisement based on context awareness
    Ma, B.
    Li, Q. M.
    Liu, Y. Z.
    [J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 123 : 104 - 104
  • [5] Research on Location Information and Privacy Protection Based on Big Data
    Yu, Juan
    [J]. 2022 INTERNATIONAL CONFERENCE ON INDUSTRIAL IOT, BIG DATA AND SUPPLY CHAIN, IIOTBDSC, 2022, : 226 - 229
  • [6] The Key Technology Research on Privacy Protection Based on Big Data
    Li, Xueguo
    Shen, Yinglan
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON MECHATRONICS ENGINEERING AND INFORMATION TECHNOLOGY (ICMEIT), 2016, 57 : 204 - 209
  • [7] RETRACTED: Research on Data Security and Privacy Protection of Wearable Equipment in Healthcare (Retracted Article)
    Jiang, Dawei
    Shi, Guoquan
    [J]. JOURNAL OF HEALTHCARE ENGINEERING, 2021, 2021
  • [8] Privacy Protection for Medical Data Sharing in Smart Healthcare
    Fang, Liming
    Yin, Changchun
    Zhu, Juncen
    Ge, Chunpeng
    Tanveer, M.
    Jolfaei, Alireza
    Cao, Zehong
    [J]. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 16 (03)
  • [9] Data Protection and Privacy of the Internet of Healthcare Things (IoHTs)
    Shahid, Jahanzeb
    Ahmad, Rizwan
    Kiani, Adnan K.
    Ahmad, Tahir
    Saeed, Saqib
    Almuhaideb, Abdullah M.
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (04):
  • [10] Patient Knowledge and Data Privacy in Healthcare Records System
    Mireku, Kissi Kingsford
    Zhang Fengli
    Komlan, Gbongli
    [J]. 2017 2ND INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS, COMPUTING AND IT APPLICATIONS (CSCITA), 2017, : 154 - 159