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Abstract: . Online decision guides typically ask too many questions of the user, as they make no attempt to focus the questions. We describe some approaches to minimising the questions asked of a user in an online query situation. Questions are asked in an order that reflects their ability to narrow down the set of cases. Thus time to reach an answer is decreased. This has the dual benefit of taking some of the monotony out of online queries, and also of decreasing the amount of network... (Update)
Context of citations to this paper: More
...CBR. Recently, a couple of CBR approaches have been suggested to adapt automated sales dialogs dynamically to the current sales situation [1,8]. The ideas that can be found have in common that their aim is the reduction of dialog length, i.e. reduction of the number of questions...
...Gain Measure for Unclassified Products. In order to overcome the limitation that products must be classified, Doyle and Cunningham [4] propose the use of clustering algorithms such as the k medoid algorithm [8] to derive a classification of originally unclassified...
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BibTeX entry: (Update)
M. Doyle, P. Cunningham. (2000). A Dynamic Approach to Reducing Dialog in On-Line Decision Guides. In: E. Blanzieri, L. Protinale (Eds.): Advances in Case-Based Reasoning. Proceedings of the 5 th European Workshop on Case-Based Reasoning, EWCBR 2000, Trento, Italy. LNAI 1898, Springer. http://citeseer.ist.psu.edu/doyle00dynamic.html More
@inproceedings{ doyle00dynamic,
author = "Michelle Doyle and Padraig Cunningham",
title = "A Dynamic Approach to Reducing Dialog in On-Line Decision Guides",
booktitle = "{EWCBR}",
pages = "49-60",
year = "2000",
url = "citeseer.ist.psu.edu/doyle00dynamic.html" }
Citations (may not include all citations):1662 Neural Networks for Pattern Recognition (context) - Bishop - 1995
1359 Induction of Decision Trees (context) - Quinlan - 1986
349 Knowledge Acquisition via incremental conceptual clustering (context) - Fisher - 1987
282 Finding Groups in Data: An Introduction to Cluster Analysis (context) - Kaufman, Rousseeuw - 1990
201 Cluster Analysis (context) - Everitt - 1993
47 A Comparative Evaluation of Sequential Feature Selection Alg.. - David, Bankert - 1995
19 Efficient Feature Selection in Conceptual Clustering - Devaney, Ram - 1997
14 A Comparison of Incremental Case-Based Reasoning and Inducti.. - Smyth, Cunningham - 1994
12 Diversity versus Quality in Classification Ensembles based o.. - Cunningham, Carney - 2000
9 A Comparison of model-based and incremental casebased approa.. - Cunningham, Smyth - 1994
8 Dimensionality Reduction for Unsupervised Data - Dash, Liu et al. - 1997
2 Handling Large Unsupervised Data via Dimensionality Reductio.. (context) - Dash, Liu - 1999
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