Active mining : new directions of data mining /

• Other Authors: Motoda, Hiroshi (επιμελητής.)
• Format: eBook
• Language: English
• Published: Amsterdam ; Washington, DC : Tokyo : IOS Press ; Ohmsha, c2002.
• Series: Frontiers in artificial intelligence and applications v. 79.
• Subjects: Εξόρυξη δεδομένων; Ηλεκτρονικά βιβλία

Focusing on data mining, this work is a joint effort from researchers in Japan, and includes a report on the forefront of data collection, user-centred mining and user interaction/reaction. It offers an overview of modern solutions with real-world applications, sharing hard-learned experiences.

Table of Contents:

• Cover; Title page; Preface; Acknowledgments; Contents; I. Data Collection; Toward Active Mining from On-line Scientific Text Abstracts Using Pre-existing Sources; Data Mining on the WAVEs
• Word-of-mouth-Assisting Virtual Environments; Immune Network-based Clustering for WWW Information Gathering/Visualization; Interactive Web Page Retrieval with Relational Learning-based Filtering Rules; Monitoring Partial Update of Web Pages by Interactive Relational Learning; Context-based Classification of Technical Terms Using Support Vector Machines.