Literature DB >> 28413839

Modeling Reusable and Interoperable Faceted Browsing Systems with 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 lightweight 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. 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; software reusability

Year:  2015        PMID: 28413839      PMCID: PMC5392185          DOI: 10.1109/IRI.2015.65

Source DB:  PubMed          Journal:  Proc IEEE Int Conf Inf Reuse Integr


  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
  2 in total

1.  Modeling Terminologies for Reusability in Faceted Systems.

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

2.  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
  2 in total

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