Sequential Recommendations on GitHub Repository

نویسندگان

چکیده

The software development platform is an increasingly expanding industry. It growing steadily due to the active research and sharing of artificial intelligence deep learning. Further, predicting users’ propensity in this huge community recommending a new repository beneficial for researchers users. Despite this, only few researches have been done on recommendation system such platforms. In study, we propose method model extensive user data online with learning-based system. This study shows that can be effectively recommended based accumulated big from user. Moreover, first sequential provides dataset platform, which as large prevailing datasets. experiments show proposed practiced various tasks.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Applying Link Prediction for Repository Recommendation on GitHub

GitHub is one of the world’s most popular platforms for open source software development. As different developers have different expertise and interests, given information about the repositories to which a user has contributed, it may be useful to suggest “similar” repositories that the user may wish to contribute to. For our project, we attempt to solve this problem by performing link predicti...

متن کامل

GH4RE: Repository Recommendation on GitHub for Requirements Elicitation Reuse

One of the challenges of requirements engineers is to understand domain issues and elicit requirements effectively. One of the possible strategies is to perform a manual inspection of similar projects to quickly gain leverage of domain concepts underlying the projects. However, this task is time-consuming and limited to the projects at hand. To ensure comprehensive elicitation using more widely...

متن کامل

Identifying unusual commits on GitHub

Transparent environments and social-coding platforms as GitHub help developers to stay abreast of changes during the development and maintenance phase of a project. Especially, notification feeds can help developers to learn about relevant changes in other projects. Unfortunately, transparent environments can quickly overwhelm developers with too many notifications, such that they loose the imp...

متن کامل

A Study of Scala Repositories on Github

Functional programming appears to be enjoying a renaissance of interest for developing practical, ―real-world‖ applications. Proponents have long maintained that the functional style is a better way to modularize programs and reduce complexity. What is new in this paper is we test this claim by studying the complexity of open source codes written in Scala, a modern language that unifies functio...

متن کامل

The Rise of Curation on GitHub

Recently, curation practices start to develop in GitHub, where developers systematically put efforts to select, evaluate, and organize existing artifacts for the purposes of preservation and future use in software development. Curation practices in social media sites, such as Twitter and Pinterest, have been investigated, raising questions about the nature of collaborative curation in a profess...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Applied sciences

سال: 2021

ISSN: ['2076-3417']

DOI: https://doi.org/10.3390/app11041585