Abstract
This article presents a literature review and the discussion about the key concepts associated with data markets. Data markets have multiple centralized and decentralized approaches. The main problem is the trust and reliability of supplies, inflows, and suppliers. The proposed study object is the decentralized marketplace data supported by Blockchain technology to ensure confidence in the supply chain of data, in the actors involved in the market and the data sources. The application scenarios are proposed in a model with four levels, data provision, data delivery, rights management, and producer internal sources. That will be done with Blockchain technology, through contracting using smart contracts, the controlled delivery of data by the data producers, the management of flows of data, and access control to data.
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Horváth, M., Buttyán, L.: Problem domain analysis of IoT-driven secure data markets. In: Gelenbe, E., Campegiani, P., Czachórski, T., Katsikas, S.K., Komnios, I., Romano, L., Tzovaras, D. (eds.) Security in Computer and Information Sciences, pp. 57–67. Springer, Cham (2018)
OECD: The value of data for development. In: Development Co-operation Report 2017. OECD Publishing (2017)
Hazen, B.T., Boone, C.A., Ezell, J.D., Jones-Farmer, L.A.: Data quality for data science, predictive analytics, and big data in supply chain management: an introduction to the problem and suggestions for research and applications. Int. J. Prod. Econ. 154, 72–80 (2014)
Truong, H.-L.: Data as a Service, Data Marketplace and Data Lake–Models, Data Concerns and Engineering, 94 p. (2018)
Brandão, A., Mamede, H.S., Gonçalves, R.: Systematic review of the literature, research on blockchain technology as support to the trust model proposed applied to smart places. In: Rocha, Á., Adeli, H., Reis, L.P., Costanzo, S. (eds.) Trends and Advances in Information Systems and Technologies, pp. 1163–1174. Springer, Cham (2018)
Ivanschitz, B.-P., Lampoltshammer, T.J., Mireles, V., Revenko, A., Schlarb, S.: A Data Market with Decentralized Repositories, 6 p. (2018)
Gaetani, E., Aniello, L., Baldoni, R., Lombardi, F., Margheri, A., Sassone, V.: Blockchain-based Database to Ensure Data Integrity in Cloud Computing Environments, 10 p. (2017)
Agarwal, A., Dahleh, M., Sarkar, T.: A Marketplace for Data: An Algorithmic Solution. arXiv:1805.08125 [csa] (2018)
Stahl, F., Schomm, F., Vossen, G.: The Data Marketplace Survey Revisited, 25 p. (2014)
Chakrabarti, A., Chaudhuri, A.K.: Blockchain and its Scope in Retail, vol. 04, 4 p. (2017)
Chakrabarti e Chaudhuri - Blockchain and its Scope in Retail.pdf
Jabbari, A., Kaminsky, P.: Blockchain and Supply Chain Management, 13 p. (2018)
Pillmann, J., Wietfeld, C., Zarcula, A., Raugust, T., Alonso, D.C.: Novel common vehicle information model (CVIM) for future automotive vehicle big Data marketplaces. In: 2017 IEEE Intelligent Vehicles Symposium (IV), pp. 1910–1915. IEEE, Los Angeles (2017)
McKnight, L.W., Etwaru, R., Yu, Y.: Commodifying Trust, 23 p. (2017)
Liang, G., Weller, S.R., Luo, F., Zhao, J., Dong, Z.Y.: Distributed blockchain-based data protection framework for modern power systems against cyber attacks. IEEE Trans. Smart Grid 1–1 (2018)
Zyskind, G., Nathan, O., Pentland, A.: Enigma: Decentralized Computation Platform with Guaranteed Privacy. arXiv:1506.03471 [csa] (2015)
Wirth, C., Kolain, M.: Privacy by Blockchain Design: A Blockchain-enabled GDPR-compliant Approach for Handling Personal Data (2018)
Ghosh, H.: Data marketplace as a platform for sharing scientific data. In: Munshi, U.M., Verma, N. (eds.) Data Science Landscape, pp. 99–105. Springer, Singapore (2018)
Dao, D., Alistarh, D., Musat, C., Zhang, C.: DataBright: Towards a Global Exchange for Decentralized Data Ownership and Trusted Computation. arXiv:1802.04780 [csa] (2018)
Draskovic, D., Saleh, G.: Decentralized Data marketplace based on Blockchain, 16 p. (2017)
Smith, G., Ofe, H.A., Sandberg, J.: Digital service innovation from open data: exploring the value proposition of an open data marketplace. In: 2016 49th Hawaii International Conference on System Sciences (HICSS), pp. 1277–1286. IEEE, Koloa (2016)
Hynes, N., Dao, D., Yan, D., Cheng, R., Song, D.: A demonstration of sterling: a privacy-preserving data marketplace. Proc. VLDB Endowment 11, 2086–2089 (2018)
Sánchez, L., Lanza, J., Santana, J., Agarwal, R., Raverdy, P., Elsaleh, T., Fathy, Y., Jeong, S., Dadoukis, A., Korakis, T., Keranidis, S., O’Brien, P., Horgan, J., Sacchetti, A., Mastandrea, G., Fragkiadakis, A., Charalampidis, P., Seydoux, N., Ecrepont, C., Zhao, M.: Federation of Internet of Things testbeds for the realization of a semantically-enabled multi-domain data marketplace. Sensors 18, 3375 (2018)
Krishnamachari, B., Power, J., Kim, S.H., Shahabi, C.: I3: an IoT marketplace for smart communities. In: Proceedings of the 16th Annual International Conference on Mobile Systems, Applications, and Services-MobiSys 2018, pp. 498–499. ACM Press, Munich (2018)
Özyılmaz, K.R., Doğan, M., Yurdakul, A.: IDMoB: IoT Data Marketplace on Blockchain. arXiv:1810.00349 [csa] (2018)
Cao, T.-D., Pham, T.-V., Vu, Q.-H., Truong, H.-L., Le, D.-H., Dustdar, S.: MARSA: a marketplace for realtime human sensing data. ACM Trans. Internet Technol. 16, 1–21 (2016)
Gilad-Bachrach, R., Laine, K., Lauter, K., Rindal, P., Rosulek, M.: Secure Data Exchange: A Marketplace in the Cloud, 30 p. (2017)
Jang, B., Park, S., Lee, J., Hahn, S.-G.: Three hierarchical levels of big-data market model over multiple data sources for Internet of Things. IEEE Access 6, 31269–31280 (2018)
Travizano, M., Minnoni, M., Ajzenman, G., Sarraute, C., Penna, N.D.: Wibson: A Decentralized Marketplace Empowering Individuals to Safely Monetize their Personal Data, 18 p. (2018)
Gregor, S., Hevner, A.R.: Positioning and presenting design science research for maximum impact. MIS Q. 37, 337–355 (2013). https://doi.org/10.25300/MISQ/2013/37.2.01
Johnson, J., Henderson, A.: Conceptual models: core to good design. Synth. Lect. Hum. Centered Inf. 4, 1–110 (2011). https://doi.org/10.2200/S00391ED1V01Y201111HCI012
Pereira, J., Martins, J., Santos, V., Gonçalves, R.: CRUDi framework proposal: financial industry application. Behav. Inf. Technol. 33, 1093–1110 (2014)
Branco, F., Gonçalves, R., Martins, J., Cota, M.P.: Decision support system for the agri-food sector – the sousacamp group case. In: Rocha, A., Correia, A.M., Costanzo, S., Reis, L.P. (eds.) New Contributions in Information Systems and Technologies, pp. 553–563. Springer, Cham (2015)
Gonçalves, R., Martins, J., Pereira, J., Cota, M., Branco, F.: Promoting e-Commerce software platforms adoption as a means to overcome domestic crises: the cases of Portugal and Spain approached from a focus-group perspective. In: Mejia, J., Munoz, M., Rocha, Á., Calvo-Manzano, J. (eds.) Trends and Applications in Software Engineering, pp. 259–269. Springer, Cham (2016)
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Brandão, A., Mamede, H.S., Gonçalves, R. (2019). Trusted Data’s Marketplace. In: Rocha, Á., Adeli, H., Reis, L., Costanzo, S. (eds) New Knowledge in Information Systems and Technologies. WorldCIST'19 2019. Advances in Intelligent Systems and Computing, vol 930. Springer, Cham. https://doi.org/10.1007/978-3-030-16181-1_49
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