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使用人工智能和区块链技术的代码信誉系统.docx
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使用人工智能和区块链技术的代码信誉系统.docx
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San Jose State University
SJSU
ScholarWorks
Master's Theses Master's Theses and Graduate Research
Spring 2020
A
Code
Reputation
System
Using
AI
and
Blockchain
Technology
Jeremy Chau
San Jose State University
Follow this and additional works at: https://scholarworks.sjsu.edu/etd_theses
Recommended
Citation
Chau, Jeremy, "A Code Reputation System Using AI and Blockchain Technology" (2020). Master's Theses.
5089.
DOI: https://doi.org/10.31979/etd.muuu-746d
https://scholarworks.sjsu.edu/etd_theses/5089
This Thesis is brought to you for free and open access by the Master's Theses and Graduate Research at SJSU
ScholarWorks. It has been accepted for inclusion in Master's Theses by an authorized administrator of SJSU
ScholarWorks. For more information, please contact scholarworks@sjsu.edu.
![](https://csdnimg.cn/release/download_crawler_static/89159023/bg2.jpg)
A CODE REPUTATION SYSTEM USING AI AND BLOCKCHAIN TECHNOLOGY
A Thesis
Presented to
The Faculty of the Department of Computer Engineering
San José State University
In Partial Fulfillment
of the Requirements for the Degree
Master of Science
by
Jeremy N. Chau
May 2020
![](https://csdnimg.cn/release/download_crawler_static/89159023/bg3.jpg)
© 2020
Jeremy N. Chau
ALL RIGHTS RESERVED
![](https://csdnimg.cn/release/download_crawler_static/89159023/bg4.jpg)
The Designated Thesis Committee Approves the Thesis Titled
A CODE REPUTATION SYSTEM USING AI AND BLOCKCHAIN TECHNOLOGY
by
Jeremy N. Chau
APPROVED FOR THE DEPARTMENT OF COMPUTER ENGINEERING
SAN JOSÉ STATE UNIVERSITY
MAY 2020
Wencen Wu, Ph.D.
Department of Computer Engineering
Mahima Suresh, Ph.D.
Department of Computer Engineering
Nima Karimian, Ph.D.
Department of Computer Engineering
![](https://csdnimg.cn/release/download_crawler_static/89159023/bg5.jpg)
ABSTRACT
A CODE REPUTATION SYSTEM USING AI AND BLOCKCHAIN TECHNOLOGY
by Jeremy N. Chau
Open source development is a method of development in which source code is
developed using the combined skills of the public. A few examples of this sort of
development would be the Chromium and Linux kernel projects hosted on GitHub. Open
source development offers a wide variety of benefits and disadvantages. A main concern
is when many people blindly trust developers without second thought. There is a lack of a
rating system that judges those who develop code through open source means. This can
call into question the quality of the code being written by the individual as well as any
projects he or she has worked on. This project seeks to fill in this gap by developing a
rating system using artificial intelligence (AI) to create ratings for GitHub profiles and
store them safely and securely onto a blockchain to prevent unwanted manipulation of the
ratings. The AI system was able to create ratings for profiles not currently on the
blockchain and store the newly created rating onto the blockchain. The user can then
access the records through a web application. Despite the success, the algorithm can be
improved in the future.
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