topicCS - Topics in Cognitive Science, Volume 3, Issue 1 by Wayne D. Gray (Ed.)

By Wayne D. Gray (Ed.)

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9D6? 1234>7=98:47<<68<928478;4B698:4(7,6EA5 1D4H40+"%IJ4(4H4%IKL)J4>4H4#+-$&"J424H4'"I$-3 Fig. 9. Example of rankings by concept–topic model in word recovery task. Note that the concept–topic model is also able to identify multiple meanings for a given word. For example, the word directions can refer to north, south, east and west (koints of the kompass) as well as a set of instructions (places and locations). , soot causes dirtiness and soot is an environmental issue). Table 1 shows the overall results for the concept–topic model and latent semantic analysis.

478;4<@98:? 2*3 1234;9,<478;4A8<9;986?? A6? 67#! 6(7?? <9D6? 1234>7=98:47<<68<928478;4B698:4(7,6EA5 1D4H40+"%IJ4(4H4%IKL)J4>4H4#+-$&"J424H4'"I$-3 Fig. 9. Example of rankings by concept–topic model in word recovery task. Note that the concept–topic model is also able to identify multiple meanings for a given word. For example, the word directions can refer to north, south, east and west (koints of the kompass) as well as a set of instructions (places and locations). , soot causes dirtiness and soot is an environmental issue).

3# '#(&,%( '#(-& '% "%*- '"# 0%,&' 0#01+)(#& %. '"# *2(:& '%:#'"#+6 @%+'2()'#*54 '"# *2(:& %. "%&# '")' 0)5 1# ,(/%*/#- ,(3*2-# )( ,(3+#)&,(: *#/#* %. 06003 BIRTH Fig. 5. Example of a single TASA document from the science genre (A). The seven-most probable concepts inferred by the hierarchical concept–topic model for this document using the CALD concepts (B). The dashed concepts are ancestor concepts of the top seven concepts that were included for visualization purposes. the transitions from concept nodes to the children of concept nodes.

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