Data Mining And Decision Support, Vol. 745 Book

	Preface
	Acknowledgments
	Foreword
	Contributing Authors
Pt. I	Basic Technologies	1
1	Data Mining	3
2	Text and Web Mining	15
3	Decision Support	23
4	Integration of Data Mining and Decision Support	37
5	Collaboration in a Data Mining Virtual Organization	49
6	Data Mining Processes and Collaboration Principles	63
Pt. II	Integration Aspects of Data Mining and Decision Support	79
7	Decision Support for Data Mining: An introduction to ROC analysis and its applications	81
8	Data Mining for Decision Support: Supporting marketing decisions through subgroup discovery	91
9	Preprocessing for Data Mining and Decision Support	107
10	Data Mining and Decision Support Integration through the Predictive Model Markup Language Standard and Visualization	119
Pt. III	Applications of Data Mining and Decision Support	131
11	Analysis of Slovenian Media Space	133
12	On the Road to Knowledge: Mining 21 years of UK traffic accident reports
13	Analysis of a Database of Research Projects Using Text Mining and Link Analysis	157
14	Web Site Access Analysis for a National Statistical Agency	167
15	Five Decision Support Applications	177
16	Large and Tall Buildings: A case study in the application of decision support and data mining	191
17	A Combined Data Mining and Decision Support Approach to Educational Planning	203
Pt. IV	Collaboration Aspects	213
18	Collaborative Data Mining with Ramsys and Sumatra TT: Prediction of resources for a health farm	215
19	Collaborative Decision Making: An environmental case study	227
20	Lessons Learned from Data Mining, Decision Support and Collaboration	237
21	Internet Support to Collaboration: A knowledge management and organizational memory view	247
22	Mind the Gap: Academia-business partnership models and e-collaboration lessons learned	261
	Subject index	271