Data provision for IoT searches:an auction approach

Li-hua YIN; Yun-chuan GUO; Hui-bing ZHANG

doi:10.11959/j.issn.1000-436x.2015313

您当前的位置：

首页 >

文章列表页 >

Data provision for IoT searches:an auction approach

Search | 更新时间：2024-06-05

- Data provision for IoT searches:an auction approach
- Journal on Communications Vol. 36, Issue 12, Pages: 37-46(2015)
- 作者机构：
  
  1. 中国科学院信息工程研究所，100093
  2. 桂林电子科技大学广西可信软件重点实验室，广西桂林 541004
- 作者简介：
- 基金信息：
  
  The National High Technology Research and Development Program of China(863 Program)(2013AA014002);The Knowledge Innovation Pro-gram of the Chinese Academy of Sciences(XDA06030200);The Natural Science Foundation of Guangxi Province(2014GXNSFAA118365);The Natural Science Foundation of Guangxi Province(2014GXNSFDA118036);The High Level of Innovation Team of Colleges and Universities in Guangxi and Outstanding Scholars Program Funding;The Program for Innovative Research Team of Guilin University of Electronic Technology
- DOI：10.11959/j.issn.1000-436x.2015313
  CLC： TP309.2
- Online First：2015-12，
  
  Published：25 December 2015
- 稿件说明：
移动端阅览
Li-hua YIN, Yun-chuan GUO, Hui-bing ZHANG. Data provision for IoT searches:an auction approach[J]. Journal on Communications, 2015, 36(12): 37-46.
DOI：

Li-hua YIN, Yun-chuan GUO, Hui-bing ZHANG. Data provision for IoT searches:an auction approach[J]. Journal on Communications, 2015, 36(12): 37-46. DOI： 10.11959/j.issn.1000-436x.2015313.

摘要

不同于互联网搜索采用爬虫等技术来采集数据，物联网搜索获取数据的主要方式之一是数据拥有者主动提供数据，然而自私性及隐私保护等原因导致数据拥有者不愿主动提供数据。这使得如何有效激励数据拥有者提供数据成为促进物联网搜索发展的关键问题之一。由于竞价拍卖能有效激励参与合作，因此将竞价博弈引入到物联网搜索中，为物联网搜索中的数据采集提供方法。具体地，提出了面向性价比最优的多属性逆向拍卖激励机制，证明了最优数据质量独立于自身报价、其他竞拍者的数据质量及其报价。

Abstract

Getting accurate data was one of keys problems in the IoTs search.Different from the Web searches that use the crawlers to collect data on the Internet

the IoT searches require that owners offer data proactively because their data were not simply released to the Internet.However

due to some reasons(privacy concerns)

data owners were unwilling to provide their data to the IoT searches without enough incentives.As a result

effectively motivating owners to provided data becomes a key problem for he development of IoT searches.To address this problem

a multi-attribute auction that maximizes cost-effectiveness ratio was proposed.This mechanism can prevent hostile bids and avoid the problem that the winner provide data inconsistent with the promised quality.It was also proved that in the auction

the optimal quality was independent from its quotation and other bidders’ quality and their price.

关键词

Keywords

references

方滨兴 , 刘克 , 吴曼青 , 等 . 大搜索技术白皮书 [M ] . 国家自然科学基金委 , 2015 .

FANG B X , LIU K , WU M Q , et al . Big Search [M ] . National Natural Science Foundation of China , 2015 .

OSTERMAIER B , ROMERY K , MATTERN F , et al . A real-time search engine for the Web of things [A ] . Internet of Things [C ] . 2010 . 1 - 8 .

SOLDATOS J , DRAIEF M , MACDONALD C , et al . Multimedia search over integrated social and sensor networks [A ] . International Conference Companion on World Wide Web [C ] . 2012 . 283 - 286 .

FRANK C , BOLLIGER P , MATTERN F , et al . The sensor Internet at work:locating everyday items using mobile phones [J ] . Pervasive and Mobile Computing , 2008 , 4 ( 3 ): 421 - 447 .

CHRISTOPHE B , VERDOT V , TOUBIANA V . Searching the Web of things [A ] . IEEE International Conference on Semantic Computing (ICSC) [C ] . 2011 . 308 - 315 .

PERERA C , ZASLAVSKY A , LIU C H , et al . Sensor search techniques for sensing as a service architecture for the Internet of Things [J ] . IEEE Sensors Journal , 2013 , 14 ( 2 ): 406 - 420 .

WANG H , TAN C C , LI Q . Snoogle:a search engine for pervasive environments [J ] . IEEE Transactions on Parallel and Distributed Systems , 2010 , 21 ( 8 ): 1188 - 1202 .

DING Z , CHEN Z , YANG Q . IoT-SVK search:a real-time multimodal search engine mechanism for the internet of things [J ] . International Journal of Communication Systems , 2014 , 27 ( 6 ): 871 - 897 .

SHEN H , MEMBER S , LIU J , et al . SCPS:a social-aware distributed engine cyber-physical human-centric search [J ] . IEEE Transactions on Computers , 2015 , 64 ( 2 ): 518 - 532 .

CHEN Y , ZHOU J , GUO M . A context-aware search system for Internet of things based on hierarchical context model [J ] . Telecommunication Systems , 2015 , 1 - 15 .

NING T , YANG Z , WU H , et al . Self-Interest-driven incentives for ad dissemination in autonomous mobile social networks [A ] . Proceedings of the Annual IEEE International Conference on Computer Communications (INFOCOM) [C ] . 2013 . 2310 - 2318 .

ZHANG C , ZHU X , SONG Y , et al . C4:a new paradigm for providing incentives in multi-hop wireless networks [A ] . Proceedings of the Annual IEEE International Conference on Computer Communications (INFOCOM) [C ] . 2011 . 918 - 926 .

GUIZANI M , RACHEDI A , GUEGUEN C . Incentive scheduler algorithm for cooperation and coverage extension in wireless networks [J ] . IEEE Transaction on Vehicular Technology , 2013 , 62 ( 2 ): 797 - 808 .

TENG J , ZHANG B , BAI X , et al . Incentive-driven and privacy-preserving message dissemination in large scale mobile networks [J ] . IEEE Transactions on Parallel and Distributed Systems , 2014 , 25 ( 11 ): 2909 - 2919 .

GUO Y , YIN L , LIU L , et al . Utility-based cooperative decision in cooperative authentication [A ] . IEEE International Conference on Computer and Communications [C ] . 2014 . 1006 - 1014 .

REFAEI M T , DASILVA L A , ELTOWEISSY M , et al . Adaptation of reputation management systems to dynamic network conditions in ad hoc networks [J ] . IEEE Transactions on Computers , 2010 , 59 ( 5 ): 707 - 719 .

MANSHAEI M H , ZHU Q , ALPCAN T , et al . Game theory meets network security and privacy [J ] . ACM Computing Surveys(CSUR) , 2013 , 45 ( 3 ): 1 - 39 .

LUO T , TAN H P , XIA L . Profit-maximizing incentive for participatory sensing [A ] . IEEE International Conference on Computer and Communications(INFOCOM) [C ] . 2014 . 127 - 135 .

YANG D , XUE G , FANG X , et al . Crowdsourcing to smartphones:incentive mechanism design for mobile phone sensing [A ] . The 18th Annual International Conference on Mobile Computing and Networking (MobiComm) [C ] . 2012 . 173 - 184 .

ZHANG L , LI Z , WU C . Dynamic resource provisioning in cloud computing:a randomized auction approach [A ] . IEEE International Conference on Computer and Communications (INFOCOM) [C ] . 2014 . 433 - 441 .

ZHAO J , LI H , WU C , et al . Dynamic pricing and profit maximization for the cloud with geo-distributed data centers [A ] . IEEE International Conference on Computer and Communications(INFOCOM) [C ] . 2014 . 118 - 126 .

DAVID E , AZOULAY-SCHWARTZ R , KRAUS S . Bidding in sealed-bid and English multi-attribute auctions [J ] . Decision Support Systems , 2006 , 42 ( 2 ): 527 - 556 .

Views

1544

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Game-based detection method of broken access control vulnerabilities in Web application

MP2P high capacity and security resource node selection strategy based on Bayesian game

Fusing subjective and objective factors:a dynamic approach to evaluating reputation for IoT search

High-throughput and low-overhead probabilistic routing based on multi-player bargaining game for opportunistic networks

Evolution game model of offense-defense for network security based on system dynamics

Related Author

LI Jiazheng

ZHAO Yuxuan

ZHANG Bing

YANG Shuailin

XU Ke

HE Haitao

Feng XU

zhou HEJin

Related Institution

School of Information Science and Engineering, Yanshan University

College of Computer Science and Technology, Harbin Engineering University

Harbin Branch,Company of China Telecom.

Chongqing Key Laboratory of Mobile Communication Technology, Chongqing University of Posts and Telecommunications

School of Information, Central University of Finance and Economics

AI问答

⁰