Formalizing Hypotheses with Concepts

Formalizing Hypotheses with Concepts

The frequently used strategy of forming hypotheses, based on observations, to generate predictions can be formalized in several ways. We study an elaborated approach that has some conceptual flavour and translate the basic ideas in the language of Formal Concept Analysis, blazing the trail for appli...

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Hauptverfasser: Ganter, Bernhard, Kuznetsov, Sergei O.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Applied sciences
Artificial intelligence
Batch Algorithm
Computer science
control theory
systems
Exact sciences and technology
Formal Concept Analysis
Formal Context
Incremental Algorithm
Plausible Reasoning
Speech and sound recognition and synthesis. Linguistics
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Beschreibung
Zusammenfassung:The frequently used strategy of forming hypotheses, based on observations, to generate predictions can be formalized in several ways. We study an elaborated approach that has some conceptual flavour and translate the basic ideas in the language of Formal Concept Analysis, blazing the trail for applications to other conceptual structures as well. We investigate the relation to pseudo intents, discuss algorithmic questions, and give an example.
ISSN:0302-9743
1611-3349
DOI:10.1007/10722280_24