Paper Info
Title
Interactive Visualization of Query Results Set from Information Retrieval Using Concept Lattices.
Abstract
This paper is devoted to the interactive visualization of search results obtained by the search engine using the concept lattices. We provide a tool in which the process is realized from the query input, the creation of the concept lattice and then its visualization. The concept lattices are created using Formal Concept Analysis which hierarchically organizes the results in the form of clusters of particular objects composed of the documents with the shared attributes. The resulted concept lattice is able to provide a structured view on the domain of query to the user. This work uses Generalized One-Sided Concept Lattice (GOSCL) for building a hierarchy of concepts. This model is able to create concept lattice from input data tables that contain different types of attributes representing fuzzy sets. Thus, the concept lattice is then shown as an interactive graph on which reductions can be applied, increasing the clarity of the output visualization.
Year
DOI
Venue
2017
10.1007/978-3-319-67220-5_12
INFORMATION SYSTEMS ARCHITECTURE AND TECHNOLOGY, PT I
Keywords
Field
DocType
Formal concept analysis,One-sided concept lattices,Information retrieval,Reductions,Visualization
Query language,Human–computer information retrieval,Information retrieval,Query expansion,Visualization,Computer science,Theoretical computer science,Fuzzy set,Interactive visualization,Formal concept analysis,Concept search
Conference
Volume
ISSN
Citations 
655
2194-5357
0
PageRank 
References 
Authors
0.34
10
3
Name
Order
Citations
PageRank
Peter Butka1418.44
Miroslav Smatana201.69
Veronika Novotná300.34