LatViz: A New Practical Tool for Performing Interactive Exploration over Concept Lattices

作者: Amedeo Napoli , Mehwish Alam , Thi Nhu Nguyen Le

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摘要: With the increase in Web of Data (WOD) many new challenges regarding exploration, interaction, analysis and discovery have surfaced. One basic building blocks data is classification. Many studies been conducted concerning Formal Concept Analysis (FCA) its variants over WOD. But one fundamental question is, after these concept lattices are obtained on top WOD, how user can interactively explore analyze this through lattices. To achieve goal, we introduce a tool called as LatViz, which allows construction their navigation. LatViz proposes some remarkable improvements existing tools introduces various functionalities such interaction with expert, visualization Pattern Structures, AOC posets, annotations, filtering lattice based several criteria finally, an intuitive implications. This way effectively perform interactive exploration basis for strong WOD analysis.

参考文章(17)
Víctor Codocedo, Amedeo Napoli, A Proposition for Combining Pattern Structures and Relational Concept Analysis international conference on formal concept analysis. pp. 96- 111 ,(2014) , 10.1007/978-3-319-07248-7_8
Bernhard Ganter, Rudolf Wille, C. Franzke, Formal Concept Analysis: Mathematical Foundations ,(1998)
Dean van der Merwe, Sergei Obiedkov, Derrick Kourie, AddIntent: A New Incremental Algorithm for Constructing Concept Lattices Concept Lattices. pp. 372- 385 ,(2004) , 10.1007/978-3-540-24651-0_31
Bjoern Koester, Conceptual Knowledge Retrieval with FooCA: Improving Web Search Engine Results with Contexts and Concept Hierarchies Advances in Data Mining. Applications in Medicine, Web Mining, Marketing, Image and Signal Mining. pp. 176- 190 ,(2006) , 10.1007/11790853_14
Philipp Heim, Steffen Lohmann, Timo Stegemann, Interactive Relationship Discovery via the Semantic Web Lecture Notes in Computer Science. pp. 303- 317 ,(2010) , 10.1007/978-3-642-13486-9_21
Bernhard Ganter, Sergei O. Kuznetsov, Pattern Structures and Their Projections international conference on conceptual structures. pp. 129- 142 ,(2001) , 10.1007/3-540-44583-8_10
Diego Valerio Camarda, Silvia Mazzini, Alessandro Antonuccio, LodLive, exploring the web of data Proceedings of the 8th International Conference on Semantic Systems - I-SEMANTICS '12. pp. 197- 200 ,(2012) , 10.1145/2362499.2362532
S. Ferré, A. Hermann, Reconciling faceted search and query languages for the Semantic Web International Journal of Metadata, Semantics and Ontologies. ,vol. 7, pp. 37- 54 ,(2012) , 10.1504/IJMSO.2012.048508
Sébastien Ferré, Camelis: a logical information system to organise and browse a collection of documents International Journal of General Systems. ,vol. 38, pp. 379- 403 ,(2009) , 10.1080/03081070902857886
Claudio Carpineto, Stanislaw Osiński, Giovanni Romano, Dawid Weiss, A survey of Web clustering engines ACM Computing Surveys. ,vol. 41, pp. 17- ,(2009) , 10.1145/1541880.1541884