Large Language Models (LLMs) to standardize scientific data, including data format standardization, automatic extraction of metadata, data annotation, data quality assessment, data cleaning, and documentation.

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The push towards a domain-agnostic information model from a vehicle-centric data approach is explored due to emerging industry requirements. COVESA projects like AUTOSAR Vehicle API and EV charging necessitate a shift. The proposal introduces the Hierarchical Information Model (HIM) to organize data

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Explore CBA database creation, coding process, metadata, comparative analysis, outreach impact, project examples. Includes wage clauses, AI stipulations, Ethiopia and Indonesia use cases.

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NARA has issued regulations and guidance for digitizing permanent records, including the disposal of original analog records, with the aim of enhancing efficiency and accessibility. The process includes reviewing and updating regulations periodically, transferring metadata when records are transferr

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Explore the evolution of open data and the Open Science Movement, including the FAIR principles and examples of research data initiatives. Learn about university research data management policies, emphasizing the importance of data sharing and the role of metadata in research reproducibility.

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Explore the comprehensive RDA Toolkit user guide to understand the basic organization, entity and element pages structure, and various features available for navigating the RDA Toolkit effectively. Learn to access and utilize Policy Statements and Metadata Guidance Documentation effortlessly.

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File systems in operating systems face challenges with crash consistency, especially during write operations. Issues arise when modified data in cache is lost due to system crashes or when data structure invariants are violated. Solutions like write-through and write-back caches help mitigate these

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Statistical Data and Metadata Exchange (SDMX) is an ISO standard crucial for describing, exchanging, and sharing statistical data efficiently across organizations. SDMX automates SDG data exchange, facilitates validation and reporting, and emphasizes the significance of data models. Developing a Dat

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The wheat research community faces challenges in meeting the increasing demand for wheat production due to a lack of data harmonization and standards. The Wheat Data Interoperability Working Group aims to improve the interoperability of wheat-related data through shared guidelines, tools, and recomm

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Amendments to the Manual on the WMO Information System (WIS) have been introduced to align with the new WIS 2.0 standards. The changes include the addition of the WMO Core Metadata Profile 2.0, enhancements to the topic hierarchy and notification messages, and guidelines for the operational implemen

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This collection of images and descriptions provides insights into DPI Auditor activities, state audit guidelines, and updates related to state major program determinations. The State Single Audit Guidelines for Wisconsin School Districts are highlighted, along with the State Audit Manual overview an

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Delve into the recent discussions and updates from the Southern Ocean Observing System (SOOS) Portal Data Management Sub-Committee Meeting attended by Scott Ritz, Valerie Dixon, and Michael Morahan. Explore the challenges related to metadata documents, portal usage, and GCMD keyword status as highli

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Explore the transformation of web service standards to modern OGC APIs, leveraging OpenAPI and INSPIRE guidelines for download services. Discover the evolution of OGC standards and the compliance process to INSPIRE IR using OGC API features. Dive into metadata operations, spatial data sets, and down

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This data management plan outlines the repositories, submission schedule, format requirements, and reporting guidelines for the FIREX-AQ airborne field study conducted by Gao Chen (NASA Langley Research Center) and Ken Aikin (NOAA Earth System Research Laboratory). It covers access control, data typ

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Data dissemination in India plays a crucial role in making statistics accessible and understandable to the public. The usage of SDMX for exchanging statistical data metadata aims to enhance comparability and interpretation, enabling collaboration with major data agencies. Challenges lie in extending

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Surge Deployment Guidelines and Standard Operating Procedures outline the principles and processes for deploying specialized personnel to support humanitarian operations in various emergencies. The guidelines aim to ensure equal opportunity, transparent processes, and quality responses among Red Cro

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Research in higher education focuses on metadata and FAIR principles for effective research output management. The content discusses the challenges related to metadata standardization and the importance of data findability, accessibility, interoperability, and reusability in scientific data manageme

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The standardization process for metadata components within TC37/SC4 at the Language Archive Max Planck Institute involves analyzing existing metadata sets, seeking input from the CLARIN EU community, and determining the next steps for standardization. The process includes forming submission groups,

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Explore the differences and commonalities between the Federal Geographic Data Committee (FGDC), International Organization for Standardization (ISO), and North American Profile (NAP) metadata standards. Discover the evolution, mandatory elements, code lists, and focus areas in these standards to bet

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Explore a wealth of training resources including workshops, guidance documents, ISO workbooks, and online lessons related to metadata standards. Access tools, best practices, and guidance for transitioning to international metadata standards like ISO. Learn from presentations, modules, and other tra

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The metadata management system based on MongoDB for the EAST experiment addresses the challenges posed by the increasing size and complexity of experimental data. With a focus on resource organization and user accessibility, this system streamlines data management, enabling quick insights into the v

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Helping researchers meet funder and institutional demands for data management plans, sharing data, metadata, security, privacy, and long-term preservation. Creating awareness about RDM costs beyond storage solutions, emphasizing metadata, informed consent, anonymization, and data preparation. Provid

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Learn about the role of metadata in packet processing, the significance of intrinsic metadata, and how to utilize custom headers for monitoring switch queues in P4 programmable data planes. This tutorial explores the V1 Model standard metadata and provides hands-on experience in defining and using c

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Development of guidelines for publishing statistical data as linked open data, merging statistics and geospatial information, with a primary focus on preparing a background for LOD implementation in official statistics. The project aims to identify data sources, harmonize statistical units, transfor

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Delving into the metadata of the Spoken BNC2014, this study by Robbie Love at Lancaster University focuses on regional categorization, socio-economic status, and advancements towards dual compatibility with the BNC1994. With over 800 hours of recordings and nearly 700 unique speakers contributing to

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Addressing ten metadata issues in music organization, such as inconsistent artist attributions and sorting discrepancies, with corresponding solutions including entity-based approaches and artist collaboration management. Strategies for improving metadata consistency and optimizing music data retrie

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The Demographic Yearbook system focuses on enhancing population and vital statistics metadata to ensure accurate and concise reflection of population concepts across 230+ countries. It involves annual collection of official national population estimates, vital statistics, and UN international travel

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Explore the integration of CMDI for metadata editing in resources, including open/closed vocabularies, Arbil interface for vocabulary management, ELAN for resource annotation, and KinOath for kinship data. Discover how CMDI improves data annotation and vocabularies management in linguistic research.

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Delve into a novel approach of utilizing metadata such as number of pages, binding type, and year of publication to study shelf occupancy in libraries. The project focuses on addressing the challenge of accurately measuring shelf space taken up by library stock, proposing a data-driven model for bet

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ERDDAP acts as a middleman data server that simplifies the process of finding, accessing, and downloading data from various sources into preferred client software by addressing common challenges such as diverse data formats, search systems, and metadata availability. Its capabilities include improvi

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Reflections on the challenges of metadata in the Spoken BNC2014 corpus compiled by Lancaster University and Cambridge University Press. The project involves collecting and transcribing recordings from a diverse set of speakers, documenting key demographic information, accent/dialect variations, and

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These guidelines provide valuable insights for CRIS Managers in research institutions, covering metadata interchange formats, publication types, and affiliations. The document suggests improvements for a more streamlined approach to information sharing, with a focus on enhancing API compatibility an

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MarcEdit is a versatile metadata management tool created by Terry Reese in 1999. Originally designed for MARC records, it has evolved to support various types of data. Key features include MARC editing tools, RDA helper, regular expressions support, task management, and more. Its robust functionalit

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Explore the significance of metadata in data management, the use of RDF and triple stores in organizing data, different reasoning methods available, and the importance of metadata structures. Learn how schemas in RDF allow for easy integration of diverse data types without requiring database reorgan

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Learn how to transform and cleanse RDF metadata using SPARQL Update queries to conform to the ADMS-AP for Joinup. This tutorial provides essential knowledge on converting metadata for interoperability solutions and the main queries involved. Discover how to ensure your metadata is compliant and read

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Current status of REST/TAP code implementation in the VSO along with the integration details of REST/TAP services into the VSO metadata DB table. The post discusses the interoperability with VSO IHDEA meeting, production status, available services, and the Apache session ID for distinguishing querie

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Replication Manager (RM) is a new software replacing Download Manager in SeaDataNet infrastructure. It manages communications between Data Centres, MARIS CDI Import Manager, and EUDAT Data Cloud. RM handles metadata submission, data provision, and workflow management for metadata and data in SeaData

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Exploring the importance of metadata standards for sample-based observations, this comprehensive guide covers various aspects such as soil sampling, legacy repositories, policies, and best practices. Learn about the role of metadata in discovering, accessing, and preserving samples for long-term sha

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NDBC is undertaking a project to overhaul its quality control processes, algorithms, and station setups to align with technological advancements and support increased observations. The project aims to produce, disseminate, and archive high-quality observations, improve consistency and transparency,

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Shared Print Metadata Guidelines aim to establish new Shared Print Institution Symbols and add them to bibliographic records for resource sharing. These guidelines involve creating MARC Local Holdings Records (LHRs) to document archiving commitments for journals. The Shared Print initiative supports

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