| 000 -LEADER |
|---|
| fixed length control field |
04570nam a22006255i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| ISBN |
9783540396635 |
| -- |
978-3-540-39663-5 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
WEBKDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles |
| Sub Title |
4th International Workshop, Edmonton, Canada, July 23, 2002. Revised Papers / |
| Statement of responsibility, etc |
edited by Osmar R. Zaïane, Jaideep Srivastava, Myra Spiliopoulou, Brij Masand. |
| 260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication |
Berlin, Heidelberg : |
| Name of publisher |
Springer Berlin Heidelberg, |
| Year of publication |
2003. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Number of Pages |
IX, 183 p. |
| Other physical details |
online resource. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Lecture Notes in Computer Science, |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
LumberJack: Intelligent Discovery and Analysis of Web User Traffic Composition -- Mining eBay: Bidding Strategies and Shill Detection -- Automatic Categorization of Web Pages and User Clustering with Mixtures of Hidden Markov Models -- Web Usage Mining by Means of Multidimensional Sequence Alignment Methods -- A Customizable Behavior Model for Temporal Prediction of Web User Sequences -- Coping with Sparsity in a Recommender System -- On the Use of Constrained Associations for Web Log Mining -- Mining WWW Access Sequence by Matrix Clustering -- Comparing Two Recommender Algorithms with the Help of Recommendations by Peers -- The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
1 WorkshopTheme Data mining as a discipline aims to relate the analysis of large amounts of user data to shed light on key business questions. Web usage mining in particular, a relatively young discipline, investigates methodologies and techniques that - dress the unique challenges of discovering insights from Web usage data, aiming toevaluateWebusability,understandtheinterestsandexpectationsofusersand assess the e?ectiveness of content delivery. The maturing and expanding Web presents a key driving force in the rapid growth of electronic commerce and a new channel for content providers. Customized o?ers and content, made possible by discovered knowledge about the customer, are fundamental for the establi- ment of viable e-commerce solutions and sustained and e?ective content delivery in noncommercial domains. Rich Web logs provide companies with data about their online visitors and prospective customers, allowing microsegmentation and personalized interactions. While Web mining as a domain is several years old, the challenges that characterize data analysis in this area continue to be formidable. Though p- processing data routinely takes up a major part of the e?ort in data mining, Web usage data presents further challenges based on the di?culties of assigning data streams to unique users and tracking them over time. New innovations are required to reliably reconstruct sessions, to ascertain similarity and di?erences between sessions, and to be able to segment online users into relevant groups. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Computer Communication Networks. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Database management. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Information storage and retrieval systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Information systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Artificial intelligence. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Computer Science. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Artificial Intelligence (incl. Robotics). |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Computer Communication Networks. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Database Management. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Information Storage and Retrieval. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Information Systems Applications (incl.Internet). |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Term |
Computers and Society. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Zaïane, Osmar R. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Srivastava, Jaideep. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Spiliopoulou, Myra. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Masand, Brij. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
http://dx.doi.org/10.1007/b11784 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
E-BOOKS |
| 264 #1 - |
|---|
| -- |
Berlin, Heidelberg : |
| -- |
Springer Berlin Heidelberg, |
| -- |
2003. |
| 336 ## - |
|---|
| -- |
text |
| -- |
txt |
| -- |
rdacontent |
| 337 ## - |
|---|
| -- |
computer |
| -- |
c |
| -- |
rdamedia |
| 338 ## - |
|---|
| -- |
online resource |
| -- |
cr |
| -- |
rdacarrier |
| 347 ## - |
|---|
| -- |
text file |
| -- |
PDF |
| -- |
rda |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| -- |
0302-9743 ; |
