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Privacy-Aware Crowdsourced Spectrum Sensing and Multi-user Sharing Mechanism in Dynamic Spectrum Access Networks

Xiaohui Li, Qi Zhu, Xianbin Wang
<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
INDEX TERMS Privacy aware, mobile crowd sensing, incentive mechanism, dynamic spectrum access, game theory.  ...  Particularly, in the sensing stage, the advanced mobile crowd sensing is adapted to economically provide sufficient candidate sensing helpers for a sensing requestor.  ...  [19] propose two frameworks for privacy preservation in auction based incentive mechanism. Zhang et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2901200">doi:10.1109/access.2019.2901200</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pqdbmjeluzemtfayqfufkzlorm">fatcat:pqdbmjeluzemtfayqfufkzlorm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429140544/https://ieeexplore.ieee.org/ielx7/6287639/8600701/08649608.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e6/58/e65877b3001a500a4b8c9544512b2889609092e8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2901200"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Incentive Mechanisms for Mobile Crowd Sensing: Current States and Challenges of Work [article]

Jiajun Sun
<span title="2014-09-30">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Mobile crowd sensing (MCS) is a new paradigm which leverages the ubiquity of sensor-equipped mobile devices such as smartphones, music players, and in-vehicle sensors at the edge of the Internet, to collect  ...  Based on the architecture, we discuss various research challenges about incentive mechanism designs for MCS applications, followed by potential future work discussions.  ...  For instance, recently, we propose a bidding-model based privacy-preserving verifiable incentive mechanism for MCS applications (see Our bidding-model based privacy-preserving verifiable incentive mechanism  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1310.8364v2">arXiv:1310.8364v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/idpwttacungprh2eqnhc3i2nry">fatcat:idpwttacungprh2eqnhc3i2nry</a> </span>
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Privacy protection in mobile crowd sensing: a survey

Yongfeng Wang, Zheng Yan, Wei Feng, Shushu Liu
<span title="2019-11-20">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tdniohqnfvcqrpinoqffpwlpgq" style="color: black;">World wide web (Bussum)</a> </i> &nbsp;
Besides, we review the achievements on privacy-preserving incentives in MCS from four viewpoints of incentive measures: credit incentive, auction incentive, currency incentive, and reputation incentive  ...  The unprecedented proliferation of mobile smart devices has propelled a promising computing paradigm, Mobile Crowd Sensing (MCS), where people share surrounding insight or personal data with others.  ...  In [69] , Wang et al. presented a reverse auction based incentive mechanism with location privacy preservation. It employs k-anonymity for bid privacy preservation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11280-019-00745-2">doi:10.1007/s11280-019-00745-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eu5uhqeae5fttgforze6w2ctzi">fatcat:eu5uhqeae5fttgforze6w2ctzi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505140851/https://research.aalto.fi/files/39210883/ELEC_Wang_PrivacyProtectionInMobileCrowd.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b9/84/b9842db73b9a9423f26ab10e4e936892b952fae2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11280-019-00745-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Towards a Smart Privacy-Preserving Incentive Mechanism for Vehicular Crowd Sensing

Lingling Wang, Zhongda Cao, Peng Zhou, Xueqin Zhao, Anjia Yang
<span title="2021-05-17">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sdme5pnua5auzcsjgqmqefb66m" style="color: black;">Security and Communication Networks</a> </i> &nbsp;
Then, we design a privacy-preserving incentive mechanism based on budget-limited reverse auction.  ...  To address these issues, we propose a smart privacy-preserving incentive mechanism (SPPIM) for vehicular crowd sensing.  ...  Acknowledgments is work was supported in part by the National Natural Science Foundation of China under grant 61802217 and in part by the Natural Science Foundation of Shandong Province under grant ZR2020MF061  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/5580089">doi:10.1155/2021/5580089</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uqosfml5evbkbikbmlkf7yqmxu">fatcat:uqosfml5evbkbikbmlkf7yqmxu</a> </span>
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The Accuracy-Privacy Trade-off of Mobile Crowdsensing

Mohammad Abu Alsheikh, Yutao Jiao, Dusit Niyato, Ping Wang, Derek Leong, Zhu Han
<span title="">2017</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/risok53fz5a7tj5f2bczy5zmpq" style="color: black;">IEEE Communications Magazine</a> </i> &nbsp;
We then propose a truthful mechanism for achieving high service accuracy while protecting the privacy based on the user preferences.  ...  Mobile crowdsensing has emerged as an efficient sensing paradigm which combines the crowd intelligence and the sensing power of mobile devices, e.g., mobile phones and Internet of Things (IoT) gadgets.  ...  INCENTIVE MECHANISM FOR PRIVACY PRESERVING CROWDSENSING In this section, we introduce a privacy preserving incentive framework for mobile crowdsensing where participating users can protect their private  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mcom.2017.1600737">doi:10.1109/mcom.2017.1600737</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7umd2g2cd5ewjasdcg5s5x2jkm">fatcat:7umd2g2cd5ewjasdcg5s5x2jkm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200322180558/https://oar.a-star.edu.sg/jspui/bitstream/123456789/2130/1/2017-CM-Crowdsensing-AJNWLH-Preprint.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f7/e1/f7e1bc34aa0420382df839a179ef487334137bfa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mcom.2017.1600737"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

The Accuracy-Privacy Tradeoff of Mobile Crowdsensing [article]

Mohammad Abu Alsheikh, Yutao Jiao, Dusit Niyato, Ping Wang, Derek Leong, Zhu Han
<span title="2017-02-15">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We then propose a truthful mechanism for achieving high service accuracy while protecting the privacy based on the user preferences.  ...  Mobile crowdsensing has emerged as an efficient sensing paradigm which combines the crowd intelligence and the sensing power of mobile devices, e.g.  ...  INCENTIVE MECHANISM FOR PRIVACY PRESERVING CROWDSENSING In this section, we introduce a privacy preserving incentive framework for mobile crowdsensing where participating users can protect their private  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1702.04565v1">arXiv:1702.04565v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wuypzx5tovc2pdvw22i4he2xwe">fatcat:wuypzx5tovc2pdvw22i4he2xwe</a> </span>
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Privacy-Preserving Verifiable Incentive Mechanism for Crowdsourcing Market Applications [article]

Jiajun Sun
<span title="2014-10-19">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we present a privacy-preserving verifiable incentive mechanism for crowd sensing applications with the budget constraint, not only to explore how to protect the privacies of users and the  ...  The class mechanisms also bring good service quality for the requesters in crowd sensing applications.  ...  CONCLUDING REMARKS In this paper, we design two privacy-preserving verifiable incentive mechanisms for crowd sensing applications.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1311.6230v7">arXiv:1311.6230v7</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jddvs65yd5bt7e2unfn55ftmza">fatcat:jddvs65yd5bt7e2unfn55ftmza</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200908031638/https://arxiv.org/pdf/1311.6230v7.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/75/96/75969cc730e72003b0771a2f9a03bd28e922e8fb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1311.6230v7" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

An Incentive Mechanism in Mobile Crowdsourcing Based on Multi-Attribute Reverse Auctions

Ying Hu, Yingjie Wang, Yingshu Li, Xiangrong Tong
<span title="2018-10-14">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
auction and multi-attribute auction in mobile crowdsourcing.  ...  In order to avoid malicious competition and select high quality crowd workers to improve the utility of crowdsourcing system, this paper proposes an incentive mechanism based on the combination of reverse  ...  [26] proposed the improved TA auction algorithm based on trust degree and privacy sensibility (TATP) with location privacy-preserving and the k-epsilon-differential privacy-preserving to prevent users  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s18103453">doi:10.3390/s18103453</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30322207">pmid:30322207</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6210786/">pmcid:PMC6210786</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nzaia5wqhne4dot6fi7jm34fwm">fatcat:nzaia5wqhne4dot6fi7jm34fwm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190305100736/http://pdfs.semanticscholar.org/c7f4/20af376fb30649dc9bb0e8b44b8cf2704b11.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c7/f4/c7f420af376fb30649dc9bb0e8b44b8cf2704b11.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s18103453"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210786" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Incentivizing for Truth Discovery in Edge-assisted Large-scale Mobile Crowdsensing

Jia Xu, Shangshu Yang, Weifeng Lu, Lijie Xu, Dejun Yang
<span title="2020-02-02">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
We design an incentive mechanism consisting of truth discovery stage and budget feasible reverse auction stage.  ...  In this paper, we propose an integrated solution to stimulate the strategic users to contribute more for truth discovery in the edge-assisted mobile crowdsensing.  ...  Some privacy-preserving incentive mechanisms are proposed for mobile crowdsensing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20030805">doi:10.3390/s20030805</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32024221">pmid:32024221</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7038706/">pmcid:PMC7038706</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k77cnylktrcqjcmwbvo7opq2ki">fatcat:k77cnylktrcqjcmwbvo7opq2ki</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200208113711/https://res.mdpi.com/d_attachment/sensors/sensors-20-00805/article_deploy/sensors-20-00805-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f4/da/f4dae27a03d0f1e083d0b462674596c27de3909f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20030805"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7038706" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Adopting incentive mechanisms for large-scale participation in mobile crowdsensing: from literature review to a conceptual framework

R. I. Ogie
<span title="">2016</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7vmvy44msfazpg7esvwjkcglla" style="color: black;">Human-Centric Computing and Information Sciences</a> </i> &nbsp;
With rapid growth in mobile technologies, smart devices such as mobile phones, smart vehicles and wearables are fast becoming powerful sensing units used at a societal scale for monitoring the surrounding  ...  environment and for understanding complex urban and community dynamics [1] .  ...  This issue of location-based privacy is mostly addressed by mechanisms based on k-anonymity [53] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s13673-016-0080-3">doi:10.1186/s13673-016-0080-3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/euypyllcvncvbpnnulyxghncfq">fatcat:euypyllcvncvbpnnulyxghncfq</a> </span>
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Enabling Privacy-Preserving Incentives for Mobile Crowd Sensing Systems

Haiming Jin, Lu Su, Bolin Ding, Klara Nahrstedt, Nikita Borisov
<span title="">2016</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s77bfh66ena2znlnuhuruo464a" style="color: black;">2016 IEEE 36th International Conference on Distributed Computing Systems (ICDCS)</a> </i> &nbsp;
Because of the importance of incentivizing worker participation in such MCS systems, several auction-based incentive mechanisms have been proposed in past literature.  ...  Recent years have witnessed the proliferation of mobile crowd sensing (MCS) systems that leverage the public crowd equipped with various mobile devices (e.g., smartphones, smartglasses, smartwatches) for  ...  There do exist several related work [26] [27] [28] [29] regarding privacy-preserving incentive mechanisms for MCS systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdcs.2016.50">doi:10.1109/icdcs.2016.50</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icdcs/JinSDNB16.html">dblp:conf/icdcs/JinSDNB16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gesjayp5o5d6viwbtuv2w46ndu">fatcat:gesjayp5o5d6viwbtuv2w46ndu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200322182445/https://www.microsoft.com/en-us/research/wp-content/uploads/2016/06/icdcs16privacy-1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d5/10/d510e1cf4d5bad66b72fecf5881057ea13fb0ab8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdcs.2016.50"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

How Much Should I Pay for Privacy Concerns in Truthful Online Crowd Sensing? [article]

Jiajun Sun
<span title="2014-03-21">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
To achieve good service quality for a crowd sensing application, incentive mechanisms are indispensable to attract more user participation.  ...  Most of existing mechanisms only apply for the offline scenario, where the system has full information about the users' sensing profiles, i.e., a set of locations or mobility as well as the type of smartphones  ...  In this paper, based on the above motivations, we consider a general problem for the incentive mechanism designs of online crowd sensing applications, where users always arrive one by one online in a random  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1310.7452v5">arXiv:1310.7452v5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dlpmszeukjfmtktn4kll7cymgu">fatcat:dlpmszeukjfmtktn4kll7cymgu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200828032922/https://arxiv.org/pdf/1310.7452v4.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f1/26/f126aab4fe725596dc275081185c0c56b1b627e4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1310.7452v5" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A Blockchain-based privacy preserving mechanism for mobile crowdsensing

Khan Hilmand, Khan Hajra, Shauqat Ayesha, Tahir Sibgha, Hanif Sarmad, Hamza Hafiz
<span title="2022-02-11">2022</span> <i title="Peertechz Publications Private Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kcma7v7jjfh4jnwexmccgl6ewa" style="color: black;">Trends in Computer Science and Information Technology</a> </i> &nbsp;
The location of crowd sensors is also a threat that could lead to adversarial attacks. Consequently, some blockchain-based models must be proposed to attain privacy on the blockchain ledger.  ...  In blockchain-based mobile crowdsensing, reporting of real-time data is stored on a public blockchain in which the address of every user/node is public.  ...  privacy preserving mechanism for mobile crowdsensing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17352/tcsit.000044">doi:10.17352/tcsit.000044</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gtblvsycrvavxmky5rnlllulsm">fatcat:gtblvsycrvavxmky5rnlllulsm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220311022813/https://www.peertechzpublications.com/articles/TCSIT-7-144.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e3/bd/e3bd3e48a9af7eced19fe9dff26e7781e1ccadbf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17352/tcsit.000044"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Game Theory in Mobile CrowdSensing:A Comprehensive Survey

Venkat Surya Dasari, Burak Kantarci, Maryam Pouryazdan, Luca Foschini, Michele Girolami
<span title="2020-04-06">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
MCS requires large number of users to enable access to the built-in sensors in their mobile devices and share sensed data to ensure high value and high veracity of big sensed data.  ...  We propose a taxonomy of game theory-based solutions for MCS platforms in which problems are mainly formulated based on Stackelberg, Bayesian and Evolutionary games.  ...  to lack of trust in human-initiated or automated mechanisms that claim to ensure privacy preservation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20072055">doi:10.3390/s20072055</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32268546">pmid:32268546</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7180814/">pmcid:PMC7180814</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jahw2lzp4re7dim5q4onf6tlzm">fatcat:jahw2lzp4re7dim5q4onf6tlzm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200408020114/https://res.mdpi.com/d_attachment/sensors/sensors-20-02055/article_deploy/sensors-20-02055.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/61/a4/61a456545fb296e8c601fbcd576ab4c3cc9165ac.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20072055"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180814" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Crowd intelligence in AI 2.0 era

Wei Li, Wen-jun Wu, Huai-min Wang, Xue-qi Cheng, Hua-jun Chen, Zhi-hua Zhou, Rong Ding
<span title="">2017</span> <i title="Zhejiang University Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/unfhdanhlzbx3o7vuqvfoy34pm" style="color: black;">Frontiers of Information Technology &amp; Electronic Engineering</a> </i> &nbsp;
The Internet based cyber-physical world has profoundly changed the information environment for the development of artificial intelligence (AI), bringing a new wave of AI research and promoting it into  ...  In this paper, we survey existing studies of crowd intelligence.  ...  Yang et al. (2013) studied the problem of incentive mechanism design for a k-anonymity location privacy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1631/fitee.1601859">doi:10.1631/fitee.1601859</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x6aijr7ud5eojjuelaq3sv4v7a">fatcat:x6aijr7ud5eojjuelaq3sv4v7a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503075234/https://link.springer.com/content/pdf/10.1631%2FFITEE.1601859.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fb/88/fb88b9a66d6be892f6e3facf1aba29e7c4d0fe14.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1631/fitee.1601859"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>
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