Data Conservancy Provenance, Context, and Lineage Services: Key Components for Data Preservation and Curation
نویسندگان
چکیده
Among the key services that institutional data management infrastructures must provide are provenance and lineage tracking and the ability to associate data with contextual information needed for understanding and use. These functionalities are critical for addressing a number of key issues faced by data collectors and users, including trust in data, results traceability, data transparency, and data citation support. In this paper, we describe the support for these services within the Data Conservancy Service (DCS) software. The DCS provenance, context, and lineage services cross the four layers in the DCS data curation stack model: storage, archiving, preservation, and curation.
منابع مشابه
The Data Conservancy Instance: Infrastructure and Organizational Services for Research Data Curation
1 Abstract Digital research data can only be managed and preserved over time through a sustained institutional commitment. Research data curation is a multi-faceted issue, requiring technologies, organizational structures, and human knowledge and skills to come together in complementary ways. This article provides a high-level description of the Data Conservancy Instance, an implementation of i...
متن کاملStudy of the foundation, models and issues of research data curation and management in scientific and academic environments
Background and Aim: The purpose of this paper is to study, identifying and discuss the foundation and concepts, models and frameworks, dimensions and challenges of research data curation and management in scientific and academic environments. Method: This article is a review article and library method was used to collect scientific and research texts in this field. In this research, external an...
متن کاملAdvancing Geospatial Data Curation*
Digital curation is a new term that encompasses ideas from established disciplines: it defines a set of activities to manage and improve the transfer of the increasing volume of data products from producers of digital scientific and academic data to consumers, both now and in the future. Research topics in this new area are in a formative stage, but a variety of work that can serve to advance t...
متن کاملSecure Provenance for Data Preservation Repositories
Importance of research data preservation and management has been accepted by the scientists all around the world. Interest and investment in data preservation projects has become higher than ever before. Already there are number of wellknown research data repositories for different types of research data. Data preservation, sharing, discovery and reuse are the key features which are common acro...
متن کاملDigital Curation as a Key Component in Research Infrastructures: From Data Preservation to Processes Preservation and Verification
With the advent of data-driven science, also referred to as, for example, the Fourth Paradigm, Big Data, and other similar concepts, the need to safeguard the investments made into collecting and preparing massive amounts of data (some of which is unrecoverable) has drastically gained importance. Providing digital preservation of research data is thus emerging as a service that has to be provid...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Data Science Journal
دوره 12 شماره
صفحات -
تاریخ انتشار 2013