By Richard Benjamins, Christine Pierret-Golbreich (auth.), Nigel Shadbolt, Kieron O'Hara, Guus Schreiber (eds.)
This ebook provides the refereed lawsuits of the ninth eu wisdom Acquisition Workshop, EKAW '96, held in Nottingham, united kingdom, in may perhaps 1996.
The 23 revised complete papers incorporated deal with the main correct theoretical and applicational facets of data acquisition with a definite emphasis at the acquisition of information for the modelling or automation of complicated problem-solving behaviour. the amount is geared up in sections on theoretical and basic concerns, eliciting wisdom from textual or different resources, data-mining, workforce elicitation, and planning.
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Additional info for Advances in Knowledge Acquisition: 9th European Knowledge Acquisition Workshop, EKAW '96 Nottingham, United Kingdom, May 14–17, 1996 Proceedings
Altogether, these eﬀectiveness improvements are somehow surprising, since it is well-known that hierarchical TC can introduce a deterioration of eﬀectiveness due to classiﬁcation errors made high up in the hierarchy, which cannot be recovered anymore [2, 4]. The improvements thus show that the “ﬁlters” placed at the internal nodes work well, likely due to the fact that they their training beneﬁts from using only the “quasi-positive” examples of local interest as negative training examples. 2 (and that might likely be even more substantial in classiﬁcation problems characterized by a deeper, more articulated hierarchy).
Information Retrieval 1(3) (1999) 193–216 24 A. Esuli, T. Fagni, and F. Sebastiani 9. : A neural network approach to topic spotting. In: Proceedings of the 4th Annual Symposium on Document Analysis and Information Retrieval (SDAIR’95), Las Vegas, US (1995) 317–332 10. : Hierarchical classiﬁcation of web content. In: Proceedings of the 23rd ACM International Conference on Research and Development in Information Retrieval (SIGIR’00), Athens, GR (2000) 256–263 11. : A scalability analysis of classiﬁers in text categorization.
In: Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability. Volume 1. (1967) 281–297 19. : Scatter/Gather: A clusterbased approach to browsing large document collections. In: Proceedings of SIGIR92, 15th ACM International Conference on Research and Development in Information Retrieval, Kobenhavn, DK (1992) 318–329 20.
Advances in Knowledge Acquisition: 9th European Knowledge Acquisition Workshop, EKAW '96 Nottingham, United Kingdom, May 14–17, 1996 Proceedings by Richard Benjamins, Christine Pierret-Golbreich (auth.), Nigel Shadbolt, Kieron O'Hara, Guus Schreiber (eds.)