Name: Interactive Data Mining (en Inglés)
SKU: 3488161
Price: 57.91 USD
Availability: InStock
Author: Yan Zhao

portada Interactive Data Mining (en Inglés)

Formato

Libro Físico

Editorial

Vdm Verlag Dr. Mueller E.K.

Autor

Yan Zhao

Año

2008

Idioma

Inglés

N° páginas

156

Encuadernación

Tapa Blanda

ISBN

3639040678

ISBN13

9783639040678

Categorías

Ciencias de la computación

Interactive Data Mining (en Inglés)

Yan Zhao (Autor) · Vdm Verlag Dr. Mueller E.K. · Tapa Blanda

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Reseña del libro "Interactive Data Mining (en Inglés)"

Yan Zhao's book, entitled "Interactive Data Mining" provides a conceptual framework and a systematic study of human-computer interactions and collaborations for effective data mining. The thesis is based on an assumption that the effectiveness of data mining systems depends crucially on semantics information about data and different user requirements. In contrast to many data mining models that concentrate on automation and efficiency, interactive data mining systems focus on adaptive and effective communication between human users and computer systems. Interactive systems fully explore the power of human intuition, creativity, heuristics and strategies with supports from computers. The thesis is well-balanced between theoretical investigation and experimental evaluations. A user-oriented three-layered conceptual model is proposed. Within the framework, user perceptions and requirements are studied formally at the philosophical, technique and the application layers. The separation of the three layers leads to many new insights into data mining. Based on the conceptual framework, a prototype of Interactive Classification System (ICS) has been implemented.