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Fighting COVID-19 with Artificial Intelligence
2021
Zenodo
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layer for Large Scale projects like Time Machine and CoronaWhy • Working on the automatic metadata linkage to ontologies and external controlled vocabularies in order to get it linked in the Linked Open ...
Data Cloud • Using the Knowledge Graph for the Machine Learning Supporting Semantic Web for Data Why Artificial Intelligence? ...
It reflects information such as its location (physical or virtual), shelf mark, and barcode. ...
doi:10.5281/zenodo.5838191
fatcat:bcy5ks2muzfr7nqbans5zri5yy
Publishing (and Forgetting) the Small or Medium-sized Scholarly Edition or Cultural Heritage Collection as Linked Open Data: Using Zenodo and Github to Publish the Visionary Cross Project (Abstract)
2018
Zenodo
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We discuss an approach to publishing heterogeneous file data and long-form humanities research as both linked open data and a (human readable) digital scholarly edition using Zenodo and Github. ...
which a Humanities-focused analysis and commentary is build and understand each data point in the context of these larger synthetic research products. ...
In particular, we show how Zenodo and Github can be used together to disseminate content as both a (machine and human-readable) Linked Open Data Digital Library and a (human readable) Digital Scholarly ...
doi:10.5281/zenodo.3338481
fatcat:uf4qqkljqrfqfnmojixxusyrmi
Graph Based Link Prediction between Human Phenotypes and Genes
[article]
2021
arXiv
pre-print
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2021 pre-print arXiv:2105.11989v1 fatcat:ix4wbgyuyngjfirdnrxovpffl4
The recent advances in the field of machine learning is efficient to predict these interactions between abnormal human phenotypes and genes. ...
Methods: In this study, we developed a framework to predict links between human phenotype ontology (HPO) and genes. ...
This is the most widely used metric in the machine learning community for validating highly imbalanced data. ...
arXiv:2105.11989v2
fatcat:sglfl4ox4nfnznez72ilkdwtg4
Definition of Open Data Services in Software Business
[chapter]
2012
Lecture Notes in Business Information Processing
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New software businesses are extending the software industry via private enterprises that build new and innovative services on top of Open Data (OD) sets released by government and public bodies. ...
This paper combines conceptual and empirical investigations of OD definition to clarify the benefits open data sets hold for service development. ...
In short, both constructing meaning and building legitimate use for the new ICT innovation characterized by the term "Open Data" in the industry. ...
doi:10.1007/978-3-642-30746-1_28
fatcat:mkodfntzmrei7fjwse4ri56f34
Reusing Data and Metadata to Create New Metadata through Machine-learning & Other Programmatic Methods
2019
Zenodo
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In this talk, we'll compare machine-generated metadata to human-generated metadata and discuss characteristics of metadata and data archives that affect suitability for machine-learning reuse of metadata ...
Where as human-generated metadata is often populated once, populated from the perspective of data supplier, populated by many individuals with different words for the same thing, and limited in length, ...
This data would be used by end-users to filter results and theoretically inform a model for predicting what datasets work well for different tasks. ...
doi:10.5281/zenodo.3674262
fatcat:u3us5dcpyreqrnolk77eqnk7ee
Visual Content Analysis and Linked Data for Automatic Enrichment of Architecture-Related Images
[chapter]
2019
Digital Cultural Heritage
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Recent advances in automatic visual analysis and the increasing amount of linked open data triggered the research described in this paper. ...
We provide an overview of the current status of automated image analysis and linked data technology and present a case study and methodology to automatically enrich a large database of historical images ...
The use of Linked Data to represent both data and metadata allows for a flexible data model that is easily updated and extended. ...
doi:10.1007/978-3-030-15200-0_18
fatcat:thqv55slybhvjcisth77niitki
Open your structured data with Wikibase — install your own instance of the technology behind Wikidata
2019
Zenodo
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Wikibase lets you share your data in a form that can be read and edited by humans and machines. Read to query, link to other knowledge bases and open for everyone. ...
Wikidata is a project by Wikimedia — the organization behind Wikipedia — to build a repository for the sum of all human knowledge. ...
Make them readable and
queryable for machines.
Link between things and
concepts. Build the
Semantic Web. Do it the
Wiki Way. ...
doi:10.5281/zenodo.3554231
fatcat:n7adcshb3fewfahuv6fzg5wiay
MACHINE LEARNING APPLIED TO BUILDING INFORMATION MODELS
2021
Zenodo
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Only then information can be converted into knowledge by both humans and machines. ...
As such, this work adopts a learning perspective for machines to learn from data stored in Building Information Modelling (BIM) Models, the modern information management repositories in the sector. ...
by both humans and machines. ...
doi:10.5281/zenodo.5705804
fatcat:55clrkfjgrbrlkudh64rbcn75u
Hybrid human–machine information systems: Challenges and opportunities
2015
Computer Networks
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The creation of hybrid human-machine systems is a highly promising direction as it allows leveraging both the scalability of machines over large amounts of data as well as keeping the quality of human ...
intelligence in the loop to finally obtain both efficiency and effectiveness in data processing applications. ...
Hybrid human-machine approaches for entity linking have also been proposed [19] . ...
doi:10.1016/j.comnet.2015.05.018
fatcat:un7dqw2o2rhydiuga4kvysz6ea
Kleenks: Linked Data with Applications in Research and Ambient Assisted Living
[chapter]
2014
IFIP Advances in Information and Communication Technology
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In the center of this war comes Berners-Lee's concept of Linked Data. Linked data is no longer data exposed by machines for machines, but it is data exposed by humans for their fellow machines. ...
Not only this model is able to leverage all existing produced data by both environments, but it is built in such a way that users and machines can both work together to build a larger graph of linked data ...
doi:10.1007/978-3-642-54897-0_4
fatcat:t3ss3w55zjd5for6yosjevkhfq
(Re)Discovering Known Biodiversity: Introduction
2021
Biodiversity Information Science and Standards
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For example, "L. 1758" is an established reference and links to both, Carolus Linnaeus and Linnaeus 1758, understandable at least by an expert human, and in the digital age, provides access to the respective ...
In the pre-digital age, these links were meant for the human reader to be understood. ...
For example, "L. 1758" is an established reference and links to both, Carolus Linnaeus and Linnaeus 1758, understandable at least by an expert human, and in the digital age, provides access to the respective ...
doi:10.3897/biss.5.75491
fatcat:6mmnko7mhfdkrh74z7ts47sndq
Automating Requirements Traceability: Two Decades of Learning from KDD
[article]
2018
arXiv
pre-print
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This paper summarizes our experience with using Knowledge Discovery in Data (KDD) methodology for automated requirements tracing, and discusses our insights. ...
ACKNOWLEDGEMENTS The work of the second author has been supported in part by NSF grants CCF-1511117 and CICI 1642134. ...
The V&V process is often used for mission-and safety-critical systems, where the cost of human error is high. ...
arXiv:1807.11454v1
fatcat:ztkoyrbysnhijofhd6a42dtjcq
A Journal for Human and Machine
2019
Data Intelligence
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how best A Journal for Human and Machine to do this. ...
of journal publication which has the ability to accumulate, disseminate, and create knowledge that is simultaneously contributed to both humans and machines. ...
Barend Mons is Professor of BioSemantics at the Human Genetics Department of Leiden University Medical Center and founder of the BioSemantics group. He was elected CODATA President in 2018. ...
doi:10.1162/dint_e_00001
dblp:journals/dint/HendlerDM19
fatcat:maiprqcxnfa23c5emz4x3hwboy
The global environmental agenda urgently needs a semantic web of knowledge
2022
Environmental Evidence
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., public data and model repositories—is a useful starting point, but without shared semantics and common standards for machine actionable data and models, our collective ability to build, grow, and share ...
By labelling web-based scientific information to become readable by both humans and computers, machines can search, organize, reuse, combine and synthesize information quickly and in novel ways. ...
Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government. ...
doi:10.1186/s13750-022-00258-y
fatcat:rlrjleuahvacppgxa7mkg4zmj4
Digital Humanities on the Semantic Web: Accessing Historical and Musical Linked Data
2017
Journal of Catalan Intellectual History
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We also argue that the technological gap between the Semantic Web and Linked Data, and DH data owners is currently too wide for effective access and consumption of these semantically enabled humanities ...
Linked Data. ...
This work was funded by the CLARIAH project of the Dutch Science Foundation (NWO) and the Dutch national programme COMMIT. ...
doi:10.1515/jocih-2016-0013
fatcat:q3ljgergufdmhplrsnhvmkrc7q
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