Impact of semantic technologies on scholarly publishing
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Transcript of Impact of semantic technologies on scholarly publishing
“The future is already here. It’s just not very evenly distributed.”
William Gibson
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New Directions for
Scholarly publishing
Mills davis, Project10X
202-667-6400
4Source: Project10X
CloudWeb scalecomputing &connected information
Next InternetConnected intelligences
Mobile InternetInternet of things,
places & ubiquitouscommunication
Social WebConnected people
Machine learning,Linked dataspaces
Autonomic processes,agent computing
Knowledgespaces& reasoning at
web scale
Semantic content &rich media
Pervasiveadaptivity
Personalization,context-aware svcs,
augmented reality& intelligent UI
Semantic collaboration& social computing
Everything asa service (XaaS)
SemanticTechnology
Connected meanings
2020
2010
TECHNOLOGY direction
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• Semantic technologies provide tools and methods that
represent meanings and knowledge separately from
documents, data, and program code and then compute directly
with this knowledge.
• Semantic models drive every aspect of the application including
its processes, decision-making, data, system interfaces, and
user experience.
• Also, direct-execution models power every stage of the
solution life cycle — from development to operations, and
through ongoing changes and evolution of new capabilities.
semantic technology
A paradigm shift from information-centric to
knowledge-centric patterns of computing.
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Super smart solutions
direction for Scholarly publishing
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+ + +ANALOG
ARTIFACTS
DIGITAL
DOCUMENTS
SEMANTIC
METADATA
KNOWLEDGE
SERVICES
• Print-centric
• Fixed cycle
• xml & PDF
• DBMS & CMS
• search keywords,
navigate facets
• fixed indices and
metadata
• local curation
• multi-sources multi-
formats (Documents,
data, methods,
prezos, social media)
• Search Concepts &
relationships
• semantic (linked)
metadata
• Community curation
• knowledge-centric
process (vs. docs)
• Model source
knowledge
• compute with
knowledge
• Content generated
from knowledge
models
• Contextualized
communications
• smart assistants
• NL understanding
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Case examples
NREL USAMRMC Newco
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• processes that are goal oriented, knowledge-
centric, semantic, and direct-execution model-driven.
• communications that are process, role, and
event contextualized
• communications generated from knowledge models
that transcend copyright
• knowledge-as-a-service supporting e-Research
• smart user assistants
Summary of new directions
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Mills Davis
• Mills Davis is founder and principal of Project10X.
• Mr. Davis advises clients about emerging
technologies, innovation strategy, and advanced
applications.
• he conducts industry research and is author of
more than 50 reports, whitepapers, articles, and
industry studies, including the groundbreaking
Semantic Wave Report.
• Mr. DAvis consults with Be Informed America, the
market leader in semantic business applications.
•