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A Transformative Concept: From Data Being Passive Objects to Data Being Active Subjects

Hans-Peter Plag, Shelley-Ann Jules-Plag
2019 Data  
It has comprehensive knowledge of the represented product including quality, uncertainties, access conditions, previous uses, user feedbacks, etc., and it can engage in transactions with users. (2) A knowledge  ...  base that constructs extensive graphs presenting a comprehensive picture of communities of people, applications, models, tools, and resources and provides tools for the analysis of these graphs. (3) An  ...  The Linked Open Data Cloud (LODC) provides an opportunity to publish data and integrate it into a graph connecting data across many domains [47] .  ... 
doi:10.3390/data4040135 fatcat:fuhedjiycrdkbpqgxd42rfcntu

Semantic Data Ingestion for Intelligent, Value-Driven Big Data Analytics

Jeremy Debattista, Judie Attard, Rob Brennan
2018 2018 4th International Conference on Big Data Innovations and Applications (Innovate-Data)  
In this position paper we describe a conceptual model for intelligent Big Data analytics based on both semantic and machine learning AI techniques (called AI ensembles).  ...  These processes are linked to business outcomes by explicitly modelling data value and using semantic technologies as the underlying mode for communication between the diverse processes and organisations  ...  valuable insights and comments on this work.  ... 
doi:10.1109/innovate-data.2018.00008 dblp:conf/obd/DebattistaAB18 fatcat:3hiyg2rd4fh2hdx37jelozkz5e

Fighting COVID-19 with Artificial Intelligence

Slava Tykhonov
2021 Zenodo  
Data Cloud • Using the Knowledge Graph for the Machine Learning Supporting Semantic Web for Data Why Artificial Intelligence?  ...  pipelines to get all data values linked in RDF formatThe ultimate goal is to automate the process of the Knowledge extraction by using the latest developments in Artificial Intelligence and Deep Learning  ...  Source: Semantic Bot Hypothes.is annotations as a peer review service Item. An item is an actual copy (physical or electronic) of an Instance.  ... 
doi:10.5281/zenodo.5838191 fatcat:bcy5ks2muzfr7nqbans5zri5yy

Universal Digital Twin - A Dynamic Knowledge Graph

Jethro Akroyd, Sebastian Mosbach, Amit Bhave, Markus Kraft
2021 Data-Centric Engineering  
The dynamic knowledge graph is implemented using technologies from the Semantic Web.  ...  This paper introduces a dynamic knowledge-graph approach for digital twins and illustrates how this approach is by design naturally suited to realizing the vision of a Universal Digital Twin.  ...  Data Availability Statement. Data availability is not applicable to this article as no new data were created or analyzed in this study. Competing Interests.  ... 
doi:10.1017/dce.2021.10 fatcat:3p4lotn43ndardrgjf2nhdfdni

Reuse of Semantic Models for Emerging Smart Grids Applications [article]

Valentina Janev, Dušan Popadić, Dea Pujić, Maria Esther Vidal, Kemele Endris
2021 arXiv   pre-print
As a result, fragmented applications are developed against energy data silos, and data exchange is limited to few applications.  ...  Therefore, this paper identifies semantic models that can be reused for building interoperable energy management services and applications.  ...  Objectives The overall goal is to provide an innovative energy management service layer on top of existing supervision and control systems based on reusable semantic models (i.e. a 'knowledge graphs')  ... 
arXiv:2107.06999v1 fatcat:stnym7nw6rd2dmpntk77x5qrba

Moving: Training Towards A Society Of Data-Savvy Information Professionals

Ansgar Scherp, Daniela Pscheida, Michael Wiese, Chifumi Nishioka, Thomas Kohler, Annalouise Maas, Chrysa Collyda, Vasileios Mezaris
2016 Zenodo  
MOVING investigates how to enable people from all societal sectors to fundamentally improve their information literacy by training how to use, choose, re ect and evaluate data/text mining methods in connection  ...  We believe that an extensive distribution of this type of information literacy education in the sense of a data-savvy information professional will have a decisive impact on the innovative capacity of  ...  Understanding, using and developing data mining strategies will become a basic cultural technique and will determine whether our society will succeed in exploiting the data produced and develop innovation  ... 
doi:10.5281/zenodo.61361 fatcat:52x3nwsts5gd5grludgp3w6vbq

Title A Knowledge Graph to Understand Nursing Big Data: Case Example for Guidance

Pamela Hussey, Subhashis Das, Sharon Farrell, Lorraine Ledger, Anne Spencer
2021 Journal of Nursing Scholarship  
data sources for the advancement of United Nations Sustainable Development Goal Three.  ...  This was a co-participatory study focusing on adoption of health informatics standards and translation of nursing knowledge to advance nursing theory through a nursing knowledge graph (NKG).  ...  Conclusions By deploying knowledge graph research development underpinned with Open Innovation 2.0 methodologies and design science research, we can instigate a review of data and connect diverse knowledge  ... 
doi:10.1111/jnu.12650 pmid:33811733 fatcat:65jpxd3wynhqnlnnpr3ioaf6d4

Linked Metadata and New Discoveries

Julienne Pascoe
2015 Scholarly and Research Communication  
This article examines the opportunities and challenges surrounding the creation and use of linked open data (LOD) for cultural heritage resources in libraries, archives, and museums.  ...  the significance of the Semantic Web for research and engagement with cultural heritage resources across disciplines and communities.  ...  Toward accomplishing this goal, Canadiana.org has designed a phased approach to building a linked data infrastructure that emphasizes the development of partnerships as well as community-based initiatives  ... 
doi:10.22230/src.2015v6n2a218 fatcat:aq7upmunjrfuzdjbonq2ckuwju

A Semantic Approach for Building System Operations: Knowledge Representation and Reasoning

Parastoo Delgoshaei, Mohammad Heidarinejad, Mark A. Austin
2022 Sustainability  
Moreover, SPARQL (SPARQL Query Language for RDF) was used to query the knowledge graph and obtain useful information for a variety of building applications.  ...  This article explored the use of semantic models, a subfield of artificial intelligence, for knowledge representation and reasoning (KRR) across a wide variety of applications in building control, automation  ...  Data Availability Statement: Not applicable.  ... 
doi:10.3390/su14105810 fatcat:lzdnh6fvxjdxzauzqgczjpjyl4

Sustainability Through Directed Change in the Visionary University: From Predicting to Producing the Future

Adrian Curaj, The UNESCO Chair on Science and Innovation Policies, National School of Political Studies and Public Administration, Bucharest, Romania., Mihai Paunica, Andreea Popa, Cosmin Holeab, Octavian-Dragomir Jora, The Bucharest University of Economic Studies, Romania., The Executive Agency for Higher Education, Research, Development and Innovation Funding (UEFISCDI), Bucharest, Romania, The UNESCO Chair on Science and Innovation Policies, National School of Political Studies and Public Administration, Bucharest, Romania., The Bucharest University of Economic Studies, Romania.
2020 Amfiteatru Economic  
The sustainability of a university can be questioned from the perspective of three functional goals, henceforth setting the analytical framework: (i) the development of suited knowledge (dynamic and evolving  ...  It also outlines a strategic understanding and a performance "kit" with innovative approaches, tools and other resources for universities aspiring to carry out plenary sustainability; thence, even if this  ...  the tools to address sustainability and invite Romanian universities to take on the challenge.  ... 
doi:10.24818/ea/2020/55/905 fatcat:zsod3gioiffclmtqxazdhr3tiu

ORKG: Facilitating the Transfer of Research Results with the Open Research Knowledge Graph

Sören Auer, Markus Stocker, Lars Vogt, Grischa Fraumann, Alexandra Garatzogianni
2021 Research Ideas and Outcomes  
This document is an edited version of the original funding proposal entitled 'ORKG: Facilitating the Transfer of Research Results with the Open Research Knowledge Graph' that was submitted to the European  ...  The proposal was evaluated by five reviewers and has been placed after the evaluations on the reserve list. The main document of the original proposal did not contain an abstract.  ...  Grant title ORKG: Facilitating the Transfer of Research Results with the Open Research Knowledge Graph Hosting institution TIB Leibniz Information Centre for Science and Technology Ethics and security  ... 
doi:10.3897/rio.7.e68513 fatcat:uq44nrzqubdjrgioxjckpp7kgy

Toward A Universal Biomedical Data Translator

2018 Clinical and Translational Science  
Any opinions expressed in this document are those of The Biomedical Data Translator Consortium and do not necessarily reflect the views of the National Institutes of Health, individual Translator team  ...  members, or affiliated organizations and institutions.  ...  KNOWLEDGE GRAPHS AND REASONERS A prototype Translator framework and architecture have been developed for integrating semantically annotated Knowledge Sources and creating a data platform to support automated  ... 
doi:10.1111/cts.12591 pmid:30412337 fatcat:knew3un34vgjjh7gfccokxlhy4

Research pathways to foster transformation: linking sustainability science and social-ecological systems research

Andra-Ioana Horcea-Milcu, Berta Martín-López, David P. M. Lam, Daniel J. Lang
2020 Ecology and Society  
To reach this goal, we applied a mixed method approach toward an archetype analysis, based on semantic networks and clusters.  ...  apply different research approaches and use different key concepts.  ...  : Institutions, People and Knowledge*#8221; [Grant Number A112269].  ... 
doi:10.5751/es-11332-250113 fatcat:k37stshq2jc6bezej5rqortx2m

Recent Developments for the Linguistic Linked Open Data Infrastructure

Thierry Declerck, John Philip McCrae, Christian Chiarcos, Philipp Cimiano, Jorge Gracia, Matthias Hartung, Deirdre Lee, Elena Montiel-Ponsoda, Artem Revenko, Roser Saurí
2020 Zenodo  
In this paper we describe the contributions made by the European H2020 project "Prêt-à-LLOD" ('Ready-to-use Multilingual Linked ' Language Data for Knowledge Services across Sectors') to the further development  ...  Prêt-à-LLOD aims to develop a new methodology for building data value chains applicable to a wide range of sectors and ' applications and based around language resources and language technologies that  ...  Multilingual Knowledge Graphs for Knowledge Management across Sectors In Pilot I, Semantic Web Company 15 aims at improving term extraction and concept matching services as offered by their flagship product  ... 
doi:10.5281/zenodo.3842654 fatcat:sjjb5py53bdlfmtw7g5lufshay

Recent Developments for the Linguistic Linked Open Data Infrastructure

Thierry Declerck, John McCrae, Matthias Hartung, Jorge Gracia, Christian Chiarcos, Elena Montiel, Philipp Cimiano, Artem Revenko, Roser Sauri, Deirdre Lee, Stefania Racioppa, Jamal Nasir (+8 others)
2020 Zenodo  
In this paper we describe the contributions made by the European H2020 project "Prêt-à-LLOD" ('Ready-to-use Multilingual Linked Language Data for Knowledge Services across Sectors') to the further development  ...  Prêt-à-LLOD aims to develop a new methodology for building data value chains applicable to a wide range of sectors and applications and based around language resources and language technologies that can  ...  Multilingual Knowledge Graphs for Knowledge Management across Sectors In Pilot I, Semantic Web Company 15 aims at improving term extraction and concept matching services as offered by their flagship product  ... 
doi:10.5281/zenodo.3736949 fatcat:ywwnco7lbjcbndzo33vpoqqjiu
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