Towards operational abduction from a cognitive perspective.
Bruza, Peter; Cole, Richard; Song, Dawei; Bari, Zeeniya
Diminishing awareness is a consequence of the information explosion: disciplines are becoming increasingly specialized; individuals and groups are becoming ever more insular. This article considers how awareness can be enhanced via operational abductive systems. The goal is to generate and justify suggestions which can span disparate islands of knowledge. Knowledge representation is motivated from a cognitive perspective. Words and concepts are represented as vectors in a high dimensional semantic space automatically derived from a text corpus. Various mechanisms will be presented for computing suggestions from semantic space: information flow, semantic similarity, pre-inductive generalization. The overall goal of this article is to introduce semantic space to the model-based reasoning and abduction community and to illustrate its potential for principled, operational abduction by semi-automatically replicating the Swanson Raynaud/fish oil discovery in medical text.
|Journal Article Type||Article|
|Publication Date||Mar 31, 2006|
|Journal||Logic journal of the IGPL|
|Publisher||Oxford University Press (OUP)|
|Peer Reviewed||Peer Reviewed|
|Institution Citation||BRUZA, P., COLE, R., SONG, D. and BARI, Z. 2006. Towards operational abduction from a cognitive perspective. Logic journal of the IGPL [online], 14(2), pages 161-177. Available from: https://doi.org/10.1093/jigpal/jzk012|
|Keywords||Abduction; Knowledge discovery; Scientific discovery|
BRUZA 2006 Towards operational abduction
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