Same Questions across domains, different interpretations What is it? - PowerPoint PPT Presentation

Jun 19, 2023 •244 likes •461 views

Same Questions across domains, different interpretations What is it? How do we study it? Wang et al., discuss three forms of concept drift: Intension: the definitions and associations of a concept. A pig is an animal with four legs (not

Same Questions across domains, different interpretations What is it? How do we study it?
…
Wang et al., discuss three forms of concept drift: Intension: the definitions and associations of a concept. A pig is an animal with four legs (not three), a mammal (not a fish) and usually lives on a farm. Extension: the range of stuff a concept extends to. Pigs inhabit four continents and there are approximately 2.000.000.000 pigs worldwide. The European Union has an X number of countries (but the intension can stay the same) Label: the words we use to denote a concept. We now call pigs by the word of hog (but the intension can remain the same)
Wang et al., discuss three forms of concept drift: Intension: the definitions and associations of a concept. A pig is an animal with four legs (not three), a mammal (not a fish) and usually lives on a farm. Extension: the range of stuff a concept extends to. Pigs inhabit four continents and there are approximately 2.000.000.000 pigs worldwide. The European Union has an X number of countries (but the intension can stay the same) Label: the words we use to denote a concept. We now call pigs by the word of hog (but the intension can remain the same)
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