Data Mining and Decision Support: Integration and CollaborationDunja Mladenic Data mining deals with finding patterns in data that are by user-definition, interesting and valid. It is an interdisciplinary area involving databases, machine learning, pattern recognition, statistics, visualization and others. Independently, data mining and decision support are well-developed research areas, but until now there has been no systematic attempt to integrate them. Data Mining and Decision Support: Integration and Collaboration, written by leading researchers in the field, presents a conceptual framework, plus the methods and tools for integrating the two disciplines and for applying this technology to business problems in a collaborative setting. |
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Contents
DATA MINING | 3 |
TEXT AND WEB MINING | 15 |
DECISION SUPPORT | 23 |
INTEGRATION OF DATA MINING AND DECISION SUPPORT | 37 |
COLLABORATION IN A DATA MINING VIRTUAL ORGANIZATION | 49 |
DATA MINING PROCESSES AND COLLABORATION PRINCIPLES | 63 |
INTEGRATION ASPECTS OF DATA MINING AND DECISION SUPPORT | 79 |
DECISION SUPPORT FOR DATA MINING | 81 |
ANALYSIS OF A DATABASE OF RESEARCH PROJECTS USING TEXT MINING AND LINK ANALYSIS | 157 |
WEB SITE ACCESS ANALYSIS FOR A NATIONAL STATISTICAL AGENCY | 167 |
FIVE DECISION SUPPORT APPLICATIONS | 177 |
LARGE AND TALL BUILDINGS | 191 |
A COMBINED DATA MINING AND DECISION SUPPORT APPROACH TO EDUCATIONAL PLANNING | 203 |
COLLABORATION ASPECTS | 213 |
COLLABORATIVE DATA MINING WITH RAMSYS AND SUMATRA TT | 215 |
COLLABORATIVE DECISION MAKING An environmental case study | 227 |
DATA MINING FOR DECISION SUPPORT | 91 |
PREPROCESSING FOR DATA MINING AND DECISION SUPPORT | 107 |
DATA MINING AND DECISION SUPPORT INTEGRATION THROUGH THE PREDICTIVE MODEL MARKUP LANGUAGE STANDARD AND ... | 119 |
APPLICATIONS OF DATA MINING AND DECISION SUPPORT | 131 |
ANALYSIS OF SLOVENIAN MEDIA SPACE | 133 |
ON THE ROAD TO KNOWLEDGE | 143 |
LESSONS LEARNED FROM DATA MINING DECISION SUPPORT AND COLLABORATION | 237 |
INTERNET SUPPORT TO COLLABORATION A knowledge management and organizational memory view | 247 |
MIND THE GAP Academiabusiness partnership models and ecollaboration lessons learned | 261 |
271 | |