| 摘要(英) |
This study proposes a platform that integrates a recommendation system and a collaboration system to promote collaborative creation among users in various professional fields. The platform is built on decentralized blockchain architecture using Ethereum smart contracts as an automated management, assistance, and supervision role. With its trustworthy third-party characteristics, it eliminates the need for traditional third-party intermediaries, saving on intermediary fees and reducing friction in communication or interaction among the three parties. Instead, in the recommendation system, due to the lower possibility of falsification of user records on the platform, combined with the application of recommendation algorithms, users can find the talents they need under the advantage of high credibility data. In the collaboration system, users can quickly start creating team projects while leaving traceable records of the collaboration process, achieve both efficiency and trustworthiness in the platform’s two major service: recommendation and collaboration.
This study focuses on the implementation of a decentralized architecture for a collaborative recommendation platform, providing relevant functional design and technical references. Compared to the existing framework on centralized collaboration platforms, this research offers a different perspective for experimentation, making its results meaningful, integrating two concepts to achieve a more complete and efficient collaborative recommendation platform in future work. |
| 參考文獻 |
[1] G. C. Onyechi and G. Abeysinghe, "Adoption of web based collaboration tools in the enterprise: Challenges and opportunities," 2009 International Conference on the Current Trends in Information Technology (CTIT), Dubai, United Arab Emirates, 2009, pp. 1-6, doi: 10.1109/CTIT.2009.5423111.
[2] D. Vujičić, D. Jagodić and S. Ranđić, "Blockchain technology, bitcoin, and Ethereum: A brief overview," 2018 17th International Symposium INFOTEH-JAHORINA (INFOTEH), East Sarajevo, Bosnia and Herzegovina, 2018, pp. 1-6, doi: 10.1109/INFOTEH.2018.8345547.
[3] Dr. gavin wood. (2022, October 24). Ethereum Yellow Paper: A Formal Specification of Ethereum, a Programmable Blockchain. https://ethereum.github.io/yellowpaper/paper.pdf
[4] J. P. Cruz, Y. Kaji and N. Yanai, "RBAC-SC: Role-Based Access Control Using Smart Contract," in IEEE Access, vol. 6, pp. 12240-12251, 2018, doi: 10.1109/ACCESS.2018.2812844.
[5] K. Salah, N. Nizamuddin, R. Jayaraman and M. Omar, "Blockchain-Based Soybean Traceability in Agricultural Supply Chain," in IEEE Access, vol. 7, pp. 73295-73305, 2019, doi: 10.1109/ACCESS.2019.2918000.
[6] (一)著作權基本概念篇-1~10. 經濟部智慧財產局. (n.d.). https://www.tipo.gov.tw/tw/cp-180-219594-7f8ac-1.html
[7] Satoshi nakamoto. (n.d.). Bitcoin: A Peer-to-Peer Electronic Cash System. https://bitcoin.org/bitcoin.pdf
[8] Manuel Hum* , Paul Feldman, "Non-Interactive Zero-Knowledge and Its pplications," in STOC ′88: Proceedings of the twentieth annual ACM symposium on Theory of computing, 1988.
[9] Griffin mcshane. (n.d.). What Is a 51% Attack? Coindesk. https://www.coindesk.com/learn/what-is-a-51-attack/
[10] Alex moskov. (2018, April 11). What Is the Byzantine Generals Problem? CoinCentral. https://coincentral.com/byzantine-generals-problem/
[11] ETHEREUM VIRTUAL MACHINE (EVM). (n.d.). Ethereum. https://ethereum.org/en/developers/docs/evm/
[12] Vitalik buterin. (2014). Ethereum: A Next-Generation Smart Contract and Decentralized Application Platform. https://ethereum.org/669c9e2e2027310b6b3cdce6e1c52962/Ethereum_Whitepaper_-_Buterin_2014.pdf
[13] Cryptopedia staff. (n.d.). What Was The DAO? Cryptopedia. https://www.gemini.com/cryptopedia/the-dao-hack-makerdao
[14] What Is IPFS. (n.d.). IPFS. https://docs.ipfs.tech/concepts/what-is-ipfs/
[15] C. Zhang, P. Dhungel, D. Wu and K. W. Ross, "Unraveling the BitTorrent Ecosystem," in IEEE Transactions on Parallel and Distributed Systems, vol. 22, no. 7, pp. 1164-1177, July 2011, doi: 10.1109/TPDS.2010.123.
[16] Jon m. kleinberg. (n.d.). Authoritative Sources in a Hyperlinked Environment. http://www.cs.cornell.edu/home/kleinber/auth.pdf
[17] S. Suratkar, M. Shirole and S. Bhirud, "Cryptocurrency Wallet: A Review," 2020 4th International Conference on Computer, Communication and Signal Processing (ICCCSP), Chennai, India, 2020, pp. 1-7, doi: 10.1109/ICCCSP49186.2020.9315193.
[18] The Library for Web and Native User Interfaces. (n.d.). React. https://react.dev/
[19] Ganache ONE CLICK BLOCKCHAIN. (n.d.). TRUFFLE SUITE. https://trufflesuite.com/ganache/
[20] Docker Docs. (n.d.). Docker. https://docs.docker.com/
[21] REMIX PROJECT JUMP INTO WEB3. (n.d.). REMIX. https://remix-project.org/
[22] WEB2 VS WEB3. (n.d.). Ethereum. https://ethereum.org/en/developers/docs/web2-vs-web3/
[23] Page, lawrence and brin, sergey and motwani, rajeev and winograd, terry . (1998, January 29). The PageRank Citation Ranking: Bringing Order to the Web. https://web.archive.org/web/20100727202815/http://ilpubs.stanford.edu:8090/422/1/1999-66.pdf
[24] Hu, Yao-Chieh; Lee, Ting-Ting; Chatzopoulos, Dimitris; Hui, Pan (15 June 2018). "Hierarchical interactions between Ethereum smart contracts across Testnets". Proceedings of the 1st Workshop on Cryptocurrencies and Blockchains for Distributed Systems. Association for Computing Machinery: 7–13. doi:10.1145/3211933.3211935. ISBN 9781450358385. S2CID 134234291
[25] Build, Scale, Disrupt. (n.d.). Infura. https://www.infura.io/
[26] A Crypto Wallet & Gateway to Blockchain Apps. (n.d.). Metamask. https://metamask.io/
[27] Wasserman, S., & Faust, K. (1994). Social Network Analysis: Methods and Applications (Structural Analysis in the Social Sciences). Cambridge: Cambridge University Press. doi:10.1017/CBO9780511815478 |
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