Survey of IP geolocation: theory, methods, and innovative applications
IP geolocation plays a critical role in determining the locations of cyberspace entities and is widely applied in important fields such as communication system optimization, financial risk prevention, and network topology mapping. The research papers in the field of IP geolocation over the past 20 y...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2025-04-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2025046/ |
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| _version_ | 1850190821085675520 |
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| author | LIU Xueting TAI Wenxin ZHOU Fan WANG Yong CHEN Kai |
| author_facet | LIU Xueting TAI Wenxin ZHOU Fan WANG Yong CHEN Kai |
| author_sort | LIU Xueting |
| collection | DOAJ |
| description | IP geolocation plays a critical role in determining the locations of cyberspace entities and is widely applied in important fields such as communication system optimization, financial risk prevention, and network topology mapping. The research papers in the field of IP geolocation over the past 20 years were reviewed systematically, the characteristics, advantages, and limitations of various approaches were analyzed, while exploring practical application scenarios and potential future development directions. The first comprehensive framework for IP geolocation technologies was also established in this review, different methods and paradigms were taxonomized, while the current challenges in accurate, trustworthy, and robust IP geolocations were analyzed. The goal is to provide theoretical and methodological support for future research, thereby promoting the further development and innovative applications of IP geolocation technologies. |
| format | Article |
| id | doaj-art-ac932b1f9cec41ce8ee56b0e5a8ccd63 |
| institution | OA Journals |
| issn | 1000-436X |
| language | zho |
| publishDate | 2025-04-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-ac932b1f9cec41ce8ee56b0e5a8ccd632025-08-20T02:15:08ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2025-04-01463348100123578Survey of IP geolocation: theory, methods, and innovative applicationsLIU XuetingTAI WenxinZHOU FanWANG YongCHEN KaiIP geolocation plays a critical role in determining the locations of cyberspace entities and is widely applied in important fields such as communication system optimization, financial risk prevention, and network topology mapping. The research papers in the field of IP geolocation over the past 20 years were reviewed systematically, the characteristics, advantages, and limitations of various approaches were analyzed, while exploring practical application scenarios and potential future development directions. The first comprehensive framework for IP geolocation technologies was also established in this review, different methods and paradigms were taxonomized, while the current challenges in accurate, trustworthy, and robust IP geolocations were analyzed. The goal is to provide theoretical and methodological support for future research, thereby promoting the further development and innovative applications of IP geolocation technologies.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2025046/cyberspace entityIP geolocationdata mininganchor point analysisnetwork delay measurementmachine learningdeep learning |
| spellingShingle | LIU Xueting TAI Wenxin ZHOU Fan WANG Yong CHEN Kai Survey of IP geolocation: theory, methods, and innovative applications Tongxin xuebao cyberspace entity IP geolocation data mining anchor point analysis network delay measurement machine learning deep learning |
| title | Survey of IP geolocation: theory, methods, and innovative applications |
| title_full | Survey of IP geolocation: theory, methods, and innovative applications |
| title_fullStr | Survey of IP geolocation: theory, methods, and innovative applications |
| title_full_unstemmed | Survey of IP geolocation: theory, methods, and innovative applications |
| title_short | Survey of IP geolocation: theory, methods, and innovative applications |
| title_sort | survey of ip geolocation theory methods and innovative applications |
| topic | cyberspace entity IP geolocation data mining anchor point analysis network delay measurement machine learning deep learning |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2025046/ |
| work_keys_str_mv | AT liuxueting surveyofipgeolocationtheorymethodsandinnovativeapplications AT taiwenxin surveyofipgeolocationtheorymethodsandinnovativeapplications AT zhoufan surveyofipgeolocationtheorymethodsandinnovativeapplications AT wangyong surveyofipgeolocationtheorymethodsandinnovativeapplications AT chenkai surveyofipgeolocationtheorymethodsandinnovativeapplications |