Survey on user’s mobility behavior modelling in urban environment
Urban environment has become a typical scenario for areas of mobile communication,transportation scheduling,disease controlling and so on,and modelling user’s mobility behavior plays an important role in these key applications.The research development in this area was combed and summarized,which pro...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2020-07-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020147/ |
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| _version_ | 1841539320021778432 |
|---|---|
| author | Fengli XU Yong LI |
| author_facet | Fengli XU Yong LI |
| author_sort | Fengli XU |
| collection | DOAJ |
| description | Urban environment has become a typical scenario for areas of mobile communication,transportation scheduling,disease controlling and so on,and modelling user’s mobility behavior plays an important role in these key applications.The research development in this area was combed and summarized,which provided a literature review for related works.Firstly,the main challenges in urban mobility modelling were discussed as well as the corresponding key scientific problems,which included mobility data augmentation,urban structure-aware mobility behavior discovering,multi-scale mobility behavior prediction and mobility data privacy protection.Furthermore,according to these key scientific problems,the recent developments and up-to-date scientific output in this area were summarized,which paved the way for future research. |
| format | Article |
| id | doaj-art-f765cc89f6154369943975f47ce0ef0b |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2020-07-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-f765cc89f6154369943975f47ce0ef0b2025-01-14T07:19:35ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2020-07-0141182859736430Survey on user’s mobility behavior modelling in urban environmentFengli XUYong LIUrban environment has become a typical scenario for areas of mobile communication,transportation scheduling,disease controlling and so on,and modelling user’s mobility behavior plays an important role in these key applications.The research development in this area was combed and summarized,which provided a literature review for related works.Firstly,the main challenges in urban mobility modelling were discussed as well as the corresponding key scientific problems,which included mobility data augmentation,urban structure-aware mobility behavior discovering,multi-scale mobility behavior prediction and mobility data privacy protection.Furthermore,according to these key scientific problems,the recent developments and up-to-date scientific output in this area were summarized,which paved the way for future research.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020147/mobility datamobility modellingdata miningprivacy mechanism |
| spellingShingle | Fengli XU Yong LI Survey on user’s mobility behavior modelling in urban environment Tongxin xuebao mobility data mobility modelling data mining privacy mechanism |
| title | Survey on user’s mobility behavior modelling in urban environment |
| title_full | Survey on user’s mobility behavior modelling in urban environment |
| title_fullStr | Survey on user’s mobility behavior modelling in urban environment |
| title_full_unstemmed | Survey on user’s mobility behavior modelling in urban environment |
| title_short | Survey on user’s mobility behavior modelling in urban environment |
| title_sort | survey on user s mobility behavior modelling in urban environment |
| topic | mobility data mobility modelling data mining privacy mechanism |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020147/ |
| work_keys_str_mv | AT fenglixu surveyonusersmobilitybehaviormodellinginurbanenvironment AT yongli surveyonusersmobilitybehaviormodellinginurbanenvironment |