Godbole, Shantanu ; Harpale, Abhay ; Sarawagi, Sunita ; Chakrabarti, Soumen (2004) HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels Knowledge Discovery in Databases: PKDD 2004, 3202 . pp. 546-548. ISSN 0302-9743
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Official URL: http://doi.org/10.1007/978-3-540-30116-5_61
Related URL: http://dx.doi.org/10.1007/978-3-540-30116-5_61
Abstract
We present the HIClass (Hyper Interactive text Classification) system, an interactive text classification system which combines the cognitive power of humans with the power of automated learners to make statistically sound classification decisions. HIClass is based on active learning principles and has aids for detailed analysis and fine tuning of text classifiers while exerting a low cognitive load on the user.
| Item Type: | Article |
|---|---|
| Source: | Copyright of this article belongs to Springer Nature Switzerland AG |
| Keywords: | Support Vector Machine;Active Learning;Cognitive Load;Automate Learner;Cognitive Power |
| ID Code: | 130952 |
| Deposited On: | 01 Dec 2022 10:32 |
| Last Modified: | 01 Dec 2022 10:32 |
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