Literature DB >> 27942248

Foundations of reusable and interoperable facet models using category theory.

Daniel R Harris1.   

Abstract

Faceted browsing has become ubiquitous with modern digital libraries and online search engines, yet the process is still difficult to abstractly model in a manner that supports the development of interoperable and reusable interfaces. We propose category theory as a theoretical foundation for faceted browsing and demonstrate how the interactive process can be mathematically abstracted. Existing efforts in facet modeling are based upon set theory, formal concept analysis, and light-weight ontologies, but in many regards, they are implementations of faceted browsing rather than a specification of the basic, underlying structures and interactions. We will demonstrate that category theory allows us to specify faceted objects and study the relationships and interactions within a faceted browsing system. Resulting implementations can then be constructed through a category-theoretic lens using these models, allowing abstract comparison and communication that naturally support interoperability and reuse.

Entities:  

Keywords:  Data models; Information architecture; Interactive systems; Reusability

Year:  2016        PMID: 27942248      PMCID: PMC5145200          DOI: 10.1007/s10796-016-9658-6

Source DB:  PubMed          Journal:  Inf Syst Front        ISSN: 1387-3326            Impact factor:   6.191


  4 in total

1.  Ologs: a categorical framework for knowledge representation.

Authors:  David I Spivak; Robert E Kent
Journal:  PLoS One       Date:  2012-01-31       Impact factor: 3.240

2.  Understanding visualization: a formal approach using category theory and semiotics.

Authors:  Paul Vickers; Joe Faith; Nick Rossiter
Journal:  IEEE Trans Vis Comput Graph       Date:  2013-06       Impact factor: 4.579

3.  Categorial compositionality: a category theory explanation for the systematicity of human cognition.

Authors:  Steven Phillips; William H Wilson
Journal:  PLoS Comput Biol       Date:  2010-07-22       Impact factor: 4.475

4.  Category theoretic analysis of hierarchical protein materials and social networks.

Authors:  David I Spivak; Tristan Giesa; Elizabeth Wood; Markus J Buehler
Journal:  PLoS One       Date:  2011-09-08       Impact factor: 3.240

  4 in total
  3 in total

1.  Modeling Integration and Reuse of Heterogeneous Terminologies in Faceted Browsing Systems.

Authors:  Daniel R Harris
Journal:  Proc IEEE Int Conf Inf Reuse Integr       Date:  2016-12-19

2.  Modeling Terminologies for Reusability in Faceted Systems.

Authors:  Daniel R Harris
Journal:  Proc IEEE Int Conf Inf Reuse Integr       Date:  2017-08-17

3.  Rapid and Reusable Text Visualization and Exploration Development with DELVE.

Authors:  Daniel R Harris; Ramakanth Kavuluru; Jerzy W Jaromczyk; Todd R Johnson
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2017-07-26
  3 in total

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