How does software fit into the FDO landscape?

نویسندگان

چکیده

In academic research virtually every field has increased its use of digital and computational technology, leading to new scientific discoveries, this trend is likely continue. Reliable efficient scholarly requires researchers be able validate extend previously generated results. the era, implies that objectsKahn Wilensky 2006 used in should Findable, Accessible, Interoperable Reusable (FAIR). These objects include (but are not limited to) data, software, models (for example, machine learning), representations physical objects, virtual environments, workflows, etc. Leaving any these out FAIR process may result a loss rigor have severe consequences long term for field, such as reproducibility crisis. extended abstract, we focus on software object (FDO). The FDO framework De Smedt et al. 2020 describes FDOs being actionable units knowledge, which can aggregated, analyzed, processed by different types algorithms. Such algorithms must implemented one form or another. also large stacks supporting enabling responsible data science increasing reproducibility. This key ingredient framework, adhere principles. Software plays multiple roles: it DO itself, creating (e.g., data) helps make them available public via repositories registries). However there need specify more detail how non-data DOs, particular fit framework. Different classes intrinsic properties ways relate other DOs. means while they, principle, subject high-level principles, differences depending their type properties, requiring an adaptation so implementations aligned itself. holds true software. (executability, composite nature, development practices, continuous evolution versioning, packaging distribution) specific needs considered For open source typically developed social coding platforms, where releases distributed through package management systems, unlike published archival repositories. platforms do provide archiving, permanent identifiers, metadata, somewhat better, similarly commitment identifiers publication system well, metadata missing elements. (FAIR4RS, Chue Hong 2021) working group dedicated significant effort building community consensus around developing principles customized providing methods understand address gaps. presentation will highlight importance landscape why related) needed (vs those originally data). Our goal here contribute together, consider all essential today's research, enthusiastic about contributing our expertise helping shape landscape.

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

How Does Evolutionary Computation Fit Into IT Postgraduate Teaching

Evolutionary computation courses have been offered by a wide range of departmentsJschoo1s to students with many different backgrounds. This paper describes three postgraduate courses with significant evolutionary computation components offered by the University College of the University of New South Wales at the Australian Defence Force Academy. The courses have been offered as part of the Mast...

متن کامل

How does landscape structure influence landscape connectivity?

We investigated the impact of landscape structure on landscape connectivity using a combination of simulation and empirical experiments. In a previous study we documented the movement behaviour of a specialized goldenrod beetle (Trirhabda borealis Blake) in three kinds of patches: habitat (goldenrod) patches and two types of matrix patch (cut vegetation and cut vegetation containing camouflage ...

متن کامل

How Does Economics Fit the Social World?

This paper considers the present state of applied economics and the difficulties of integrating its findings and insights with those of other social sciences. The philosophical basis of social science is re-considered as a route to resolving these difficulties. Without a more integrated narrative about how our social systems work, applied economics, and all applied social sciences, run the subs...

متن کامل

Presidential Address How Does Economics Fit the Social World?

This paper considers the present state of applied economics and the difficulties of integrating its findings and insights with those of other social sciences. The philosophical basis of social science is re-considered as a route to resolving these difficulties. Without a more integrated narrative about how our social systems work, applied economics, and all applied social sciences, run the subs...

متن کامل

Tattoos, piercings and youth: How does body modification fit into young people’s life circumstances?

Tattoos and body piercings are forms of body modification which have received increasing attention in recent times, particularly in relation to young people. The purpose of this paper is to investigate whether young people’s participation in tattooing and body piercing aligns with particular life trajectories that have become associated with the concept of Emerging Adulthood. Using survey data ...

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: Research Ideas and Outcomes

سال: 2022

ISSN: ['2367-7163']

DOI: https://doi.org/10.3897/rio.8.e95724