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Journal article

Simplicial closure and higher-order link prediction

Abstract:

Networks provide a powerful formalism for modeling complex systems by using a model of pairwise interactions. But much of the structure within these systems involves interactions that take place among more than two nodes at once—for example, communication within a group rather than person to person, collaboration among a team rather than a pair of coauthors, or biological interaction between a set of molecules rather than just two. Such higher-order interactions are ubiquitous, but their empi...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted Manuscript

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Publisher copy:
10.1073/pnas.1800683115

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Role:
Author
ORCID:
0000-0002-5487-9108
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Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Role:
Author
ORCID:
0000-0003-2426-6404
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Funding agency for:
Abebe, R
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Funding agency for:
Abebe, R
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Funding agency for:
Schaub, MT
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Publisher:
National Academy of Sciences Publisher's website
Journal:
Proceedings of the National Academy of Sciences of the United States of America Journal website
Volume:
115
Issue:
48
Pages:
E11221-E11230
Publication date:
2018-11-09
Acceptance date:
2018-10-12
DOI:
EISSN:
1091-6490
ISSN:
0027-8424
Pubs id:
pubs:866476
URN:
uri:ee41a004-0a9b-4726-8e31-df214d6133a8
UUID:
uuid:ee41a004-0a9b-4726-8e31-df214d6133a8
Local pid:
pubs:866476

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