Profit maximization auction and data management in big data markets

IEEE Wireless Communications and Networking Conference, WCNC

Volumn , Issue , 2017, Pages

  Jiao, Yutao ^a   Wang, Ping ^a   Niyato, Dusit ^a   Abu Alsheikh, Mohammad ^a   Feng, Shaohan ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Bayesian auction; Big data; Data pricing; Digital goods; Internet of Things

Indexed keywords

COMMERCE; COSTS; INFORMATION MANAGEMENT; INTERNET OF THINGS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MICROCELLULAR RADIO SYSTEMS; PROFITABILITY; TAXICABS; WIRELESS TELECOMMUNICATION SYSTEMS;

AUCTION MECHANISMS; BAYESIAN; COMPUTATIONALLY EFFICIENT; DATA PRICING; DIGITAL GOODS; OPTIMAL PRICING; PROFIT MAXIMIZATION; SERVICE PROVIDER;

BIG DATA;

EID: 85019761683     PISSN: 15253511     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCNC.2017.7925760     Document Type: Conference Paper

References (20)

1. http://www.statista.com/, "Forecast of big data market size, based on revenue, from 2011 to 2026, " Tech. Rep
2. J. Manyika, The Internet of Things: mapping the value beyond the hype, 2015
3. D. Niyato, M. A. Alsheikh, P. Wang, D. I. Kim, and Z. Han, "Market model and optimal pricing scheme of big data and internet of things (IoT), " in 2016 IEEE International Conference on Communications (ICC), May 2016, pp. 1-6
4. V. Krishna, Auction theory. Academic press, 2009
5. D. Niyato, D. T. Hoang, N. C. Luong, P. Wang, D. I. Kim, and Z. Han, "Smart data pricing models for the internet of things: a bundling strategy approach, " IEEE Network, vol. 30, no. 2, pp. 18-25, March 2016
6. K. Pantelis and L. Aija, "Understanding the value of (big) data, " in 2013 IEEE International Conference on Big Data, 2013
7. D. Niyato, X. Lu, P. Wang, D. I. Kim, and Z. Han, "Economics of internet of things: an information market approach, " IEEE Wireless Communications, vol. 23, no. 4, pp. 136-145, August 2016
8. D. B. Lawrence, The economic value of information. Springer Science & Business Media, 2012
9. L. Guijarro, V. Pla, J. R. Vidal, and M. Naldi, "Maximum-profit twosided pricing in service platforms based on wireless sensor networks, " IEEE Wireless Communications Letters, vol. 5, no. 1, pp. 8-11, Feb 2016
10. D. Yang, G. Xue, G. Fang, and J. Tang, "Incentive mechanisms for crowdsensing: Crowdsourcing with smartphones, " IEEE/ACM Transactions on Networking, vol. PP, no. 99, pp. 1-13, 2015
11. N. Cao, S. Brahma, and P. K. Varshney, "Target tracking via crowdsourcing: A mechanism design approach, " IEEE Transactions on Signal Processing, vol. 63, no. 6, pp. 1464-1476, 2015
12. S. Bhattacharjee, R. D. Gopal, J. R. Marsden, and R. Sankaranarayanan, "Digital goods and markets: Emerging issues and challenges, " ACM Transactions on Management Information Systems, vol. 2, no. 2, pp. 8:1-8:14, Jul. 2011
13. J. Pei, D. Klabjan, and W. Xie, "Approximations to auctions of digital goods with share-averse bidders, " Electronic Commerce Research and Applications, vol. 13, no. 2, pp. 128 - 138, 2014
14. X. Wang, Z. Zheng, F. Wu, X. Dong, S. Tang, and G. Chen, "Strategyproof data auctions with negative externalities: (extended abstract), " in Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems, ser. AAMAS '16. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, 2016, pp. 1269-1270
15. N. R. Draper and H. Smith, Applied regression analysis. John Wiley & Sons, 2014
16. P. Domingos, "A few useful things to know about machine learning, " Communications of the ACM, vol. 55, no. 10, pp. 78-87, 2012
17. T. Strutz, Data fitting and uncertainty: A practical introduction to weighted least squares and beyond. Vieweg and Teubner, 2010
18. N. Nisan, T. Roughgarden, E. Tardos, and V. V. Vazirani, Algorithmic game theory. Cambridge University Press Cambridge, 2007, vol. 1
19. R. B. Myerson, "Optimal auction design, " Mathematics of operations research, vol. 6, no. 1, pp. 58-73, 1981
20. L. Moreira-Matias, J. Gama, M. Ferreira, J. Mendes-Moreira, and L. Damas, "Predicting taxi-passenger demand using streaming data, " IEEE Transactions on Intelligent Transportation Systems, vol. 14, no. 3, pp. 1393-1402, 2013