RAyEaI0-Yc
Full identifier: https://w3id.org/np/RAyEaI0-YcrsSSHwvNmEEXQ7jm3m7LqMHgnNTkw-xGBnM
Assigned to 1 class:
Status

Nanopublication
https://datasciencehub.net/pap...s-challenges-and-opportunities
data-science-and-symbolic-ai-synergies-challenges-and-opportunities
http://purl.org/dc/terms/abstract
has the abstract
(this is a literal)
"Symbolic approaches to artificial intelligence represent things within a domain of knowledge through physical symbols, combine symbols into symbol expressions and structures, and manipulate symbols and symbol expressions and structures through inference processes. While a large part of Data Science relies on statistics and applies statistical approaches to artificial intelligence, there is an increasing potential for successfully applying symbolic approaches as well. Sym- bolic representations and symbolic inference are close to human cognitive repre- sentations and therefore comprehensible and interpretable; they are widely used to represent data and metadata, and their specific semantic content must be taken into account for analysis of such information; and human communication largely relies on symbols, making symbolic representations a crucial part in the analysis of natu- ral language. Here we discuss the role symbolic representations and inference can play in Data Science, highlight the research challenges from the perspective of the data scientist, and argue that symbolic methods should become a crucial component of the data scientists’ toolbox."
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This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAyEaI0-Yc.../author-list
This author list
This relation links a sequence/list to its element at position 1.
http://www.w3.org/1999/02/22-rdf-syntax-ns#_1
has at position 1
https://orcid.org/0000-0001-8149-5890
Robert Hoehndorf
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAyEaI0-Yc.../author-list__1
This author list
This relation links a sequence/list to its element at position 2.
http://www.w3.org/1999/02/22-rdf-syntax-ns#_2
has at position 2
https://orcid.org/0000-0003-0169-8159
Núria Queralt Rosinach
.
https://ror.org/01q3tbs38
01q3tbs38
http://xmlns.com/foaf/0.1/name
has the name
(this is a literal)
"Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia. Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"
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This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAyEaI0-Yc.../assertion
The assertion above
http://www.w3.org/ns/prov#wasAttributedTo
is attributed to
https://orcid.org/0000-0001-8149-5890
Robert Hoehndorf
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/np/RAyEaI0-Yc.../assertion
The assertion above
http://www.w3.org/ns/prov#wasAttributedTo
is attributed to
https://orcid.org/0000-0003-0169-8159
Núria Queralt Rosinach
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
http://purl.org/ontology/bibo/authorList
has
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAyEaI0-Yc...#author-list
this author list
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAyEaI0-Yc...#author-list
This author list
This relation links a sequence/list to its element at position 1.
http://www.w3.org/1999/02/22-rdf-syntax-ns#_1
has at position 1
https://orcid.org/0000-0001-8149-5890
Robert Hoehndorf
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAyEaI0-Yc...#author-list
This author list
This relation links a sequence/list to its element at position 2.
http://www.w3.org/1999/02/22-rdf-syntax-ns#_2
has at position 2
https://orcid.org/0000-0003-0169-8159
Núria Queralt Rosinach
.
https://orcid.org/0000-0002-1267-0234
Tobias Kuhn
http://xmlns.com/foaf/0.1/name
has the name
(this is a literal)
"Tobias Kuhn"
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
http://purl.org/dc/terms/creator
is created by
https://orcid.org/0000-0002-1267-0234
me (Tobias Kuhn)
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
http://purl.org/dc/terms/license
is published under the license
https://creativecommons.org/licenses/by/4.0/
Attribution 4.0 International (CC BY 4.0)
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
http://www.w3.org/2000/01/rdf-schema#label
has the label
(this is a literal)
"Preprint: Data Science and Symbolic AI: synergies, challenges and opportunities"
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This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
http://purl.org/nanopub/x/hasNanopubType
has the type
http://purl.org/spar/fabio/Preprint
Preprint
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
date and time when the nanopublication was created
http://purl.org/dc/terms/created
was created on
(this is a literal)
"2025-05-26T10:04:45.172Z"
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This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
links to the assertion template that was used to create this nanopublication
https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate
was created from the assertion template
https://w3id.org/np/RAoPQDgI37...
RAoPQDgI37
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
links to the provenance template that was used to create this nanopublication
https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate
was created from the provenance template
https://w3id.org/np/RAekcN47h1...
RAekcN47h1
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
links to the publication info template that was used to create this nanopublication
https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate
was created from the publication info template
https://w3id.org/np/RA0J4vUn_d...
RA0J4vUn_d
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
links to the publication info template that was used to create this nanopublication
https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate
was created from the publication info template
https://w3id.org/np/RA16U9Wo30...
RA16U9Wo30
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
links to the publication info template that was used to create this nanopublication
https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate
was created from the publication info template
https://w3id.org/np/RAYrlN4s93...
RAYrlN4s93
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
links to the publication info template that was used to create this nanopublication
https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate
was created from the publication info template
https://w3id.org/np/RAukAcWHRD...
RAukAcWHRD
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
the nanopublication consists of an introduction of the given resource
http://purl.org/nanopub/x/introduces
introduces
https://datasciencehub.net/pap...s-challenges-and-opportunities
data-science-and-symbolic-ai-synergies-challenges-and-opportunities
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAyEaI0-Yc.../sig
sig
http://purl.org/nanopub/x/hasSignatureTarget
has as target
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
this nanopublication
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAyEaI0-Yc.../sig
sig
http://purl.org/nanopub/x/hasAlgorithm
has the algorithm
(this is a literal)
"RSA"
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAyEaI0-Yc.../sig
sig
http://purl.org/nanopub/x/hasPublicKey
has the public key
(this is a literal)
"MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAyEaI0-Yc.../sig
sig
http://purl.org/nanopub/x/hasSignature
has the signature
(this is a literal)
"SjVOI+pHdMs5ZrJ+SHDFv503UqC/d9j2Lh3Up537WoBr2c4/13Sa8Mr7uCX+5hjpg8VPlUrq0Hj/nK1AcIi+yIci2/YGIluxepvgIbLM7tPn6WNtAV/nD9Q6tKkLbz0V2TFrWT8Io9WE+genR4RifD3xH+SaNku9M6p5OfVGDUM="
.
This is a local identifier minted within the nanopublication.
https://w3id.org/np/RAyEaI0-Yc.../sig
sig
http://purl.org/nanopub/x/signedBy
is signed by
https://orcid.org/0000-0002-1267-0234
Tobias Kuhn
.
This is the identifier for this whole nanopublication.
https://w3id.org/np/RAyEaI0-Yc...
This nanopublication
http://purl.org/nanopub/x/wasCreatedAt
was created at
https://nanodash.knowledgepixels.com/
nanodash.knowledgepixels.com
.
References
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