基于拍卖的物联网搜索数据提供机制

殷丽华; 郭云川; 张会兵

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

您当前的位置：

首页 >

文章列表页 >

基于拍卖的物联网搜索数据提供机制

搜索 | 更新时间：2024-06-05

- 基于拍卖的物联网搜索数据提供机制
- Data provision for IoT searches:an auction approach
- 通信学报 2015年36卷第12期页码：37-46
- 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：
  
  [ "殷丽华（1973-），女，辽宁朝阳人，博士，中国科学院信息工程研究所副研究员，主要研究方向为物联网搜索、安全评估。" ]
  [ "郭云川（1977-），男，四川营山人，博士，中国科学院信息工程研究所副研究员，主要研究方向为物联网安全、形式化方法。" ]
  [ "张会兵（1976-），男，河南南阳人，博士，桂林电子科技大学讲师，主要研究方向为物联网、信任评估。" ]
- 基金信息：
  
  国家高技术研究发展计划（“863”计划）基金资助项目(2013AA014002);中国科学院战略性科技先导专项基金资助项目(XDA06030200);广西省自然科学基金资助项目(2014GXNSFAA118365);广西省自然科学基金资助项目(2014GXNSFDA118036);广西高等学校高水平创新团队及卓越学者计划基金资助项目;桂林电子科技大学创新团队基金资助项目
- DOI：10.11959/j.issn.1000-436x.2015313
  中图分类号： TP309.2
- 网络出版日期：2015-12，
  
  纸质出版日期：2015-12-25
- 稿件说明：
移动端阅览
殷丽华, 郭云川, 张会兵. 基于拍卖的物联网搜索数据提供机制[J]. 通信学报, 2015,36(12):37-46.

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.
殷丽华, 郭云川, 张会兵. 基于拍卖的物联网搜索数据提供机制[J]. 通信学报, 2015,36(12):37-46. DOI： 10.11959/j.issn.1000-436x.2015313.

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 .

浏览量

1115

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

基于博弈的Web应用程序中访问控制漏洞检测方法

基于贝叶斯博弈的MP2P高性能安全资源节点选择策略

物联网搜索中主客观融合的动态信誉评估

基于多方议价博弈的机会网络高吞吐量低开销概率路由算法

基于系统动力学的网络安全攻防演化博弈模型