Prospect of secure-efficient search and privacy-preserving mechanism on big data
With rapid development of information industry,services related to big data search have permeated into almost every aspect of human lives.Relevant technologies are undergoing profound changes,such as privacy pres-ervation for data fusion,context-aware search intention comprehending and statistic sea...
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2016-04-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2016.00041 |
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| _version_ | 1841530363386527744 |
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| author | Shang LI Zhi-gang ZHOU Hong-li ZHANG Xiang-zhan YU |
| author_facet | Shang LI Zhi-gang ZHOU Hong-li ZHANG Xiang-zhan YU |
| author_sort | Shang LI |
| collection | DOAJ |
| description | With rapid development of information industry,services related to big data search have permeated into almost every aspect of human lives.Relevant technologies are undergoing profound changes,such as privacy pres-ervation for data fusion,context-aware search intention comprehending and statistic search pattern.The issues of secure-efficient search and privacy-preserving for big data were studied and looked ahead.Firstly,three chief scien-tific problems were refined from the aspects of multi-source data publication,awareness of users’ search require-ments and privacy-aware wise solutions,respectively.Secondly,main research contents were proposed,including big data oriented information fusion and knowledge extraction,granular knowledge representation and inference,interactive representation of search task,user experience driven task management,granular search pattern balancing utility with cost,and secure search mechanism based on differential privacy.Lastly,several promising techniques in future were discussed. |
| format | Article |
| id | doaj-art-3f50c4a8ab1e4b25bb825973ae8a59dc |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2016-04-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-3f50c4a8ab1e4b25bb825973ae8a59dc2025-01-15T03:04:29ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2016-04-012213259544808Prospect of secure-efficient search and privacy-preserving mechanism on big dataShang LIZhi-gang ZHOUHong-li ZHANGXiang-zhan YUWith rapid development of information industry,services related to big data search have permeated into almost every aspect of human lives.Relevant technologies are undergoing profound changes,such as privacy pres-ervation for data fusion,context-aware search intention comprehending and statistic search pattern.The issues of secure-efficient search and privacy-preserving for big data were studied and looked ahead.Firstly,three chief scien-tific problems were refined from the aspects of multi-source data publication,awareness of users’ search require-ments and privacy-aware wise solutions,respectively.Secondly,main research contents were proposed,including big data oriented information fusion and knowledge extraction,granular knowledge representation and inference,interactive representation of search task,user experience driven task management,granular search pattern balancing utility with cost,and secure search mechanism based on differential privacy.Lastly,several promising techniques in future were discussed.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2016.00041big datasecure searchprivacy preservationmulti-source information fusion |
| spellingShingle | Shang LI Zhi-gang ZHOU Hong-li ZHANG Xiang-zhan YU Prospect of secure-efficient search and privacy-preserving mechanism on big data 网络与信息安全学报 big data secure search privacy preservation multi-source information fusion |
| title | Prospect of secure-efficient search and privacy-preserving mechanism on big data |
| title_full | Prospect of secure-efficient search and privacy-preserving mechanism on big data |
| title_fullStr | Prospect of secure-efficient search and privacy-preserving mechanism on big data |
| title_full_unstemmed | Prospect of secure-efficient search and privacy-preserving mechanism on big data |
| title_short | Prospect of secure-efficient search and privacy-preserving mechanism on big data |
| title_sort | prospect of secure efficient search and privacy preserving mechanism on big data |
| topic | big data secure search privacy preservation multi-source information fusion |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2016.00041 |
| work_keys_str_mv | AT shangli prospectofsecureefficientsearchandprivacypreservingmechanismonbigdata AT zhigangzhou prospectofsecureefficientsearchandprivacypreservingmechanismonbigdata AT honglizhang prospectofsecureefficientsearchandprivacypreservingmechanismonbigdata AT xiangzhanyu prospectofsecureefficientsearchandprivacypreservingmechanismonbigdata |