Web log analysis: a review of a decade of studies about information acquisition, inspection and interpretation of user interaction

被引：51

作者：

Agosti, Maristella ^{[1
]}

Crivellari, Franco ^{[1
]}

Di Nunzio, Giorgio Maria ^{[1
]}

机构：

[1] Univ Padua, Dept Informat Engn, I-35131 Padua, Italy

来源：

DATA MINING AND KNOWLEDGE DISCOVERY | 2012年 / 24卷 / 03期

关键词：

Web log; Query log; Search log; User study; ENGINE QUERY LOGS; SUBJECT CATEGORIZATION; CLASSIFICATION; FEEDBACK; TERMS;

D O I：

10.1007/s10618-011-0228-8

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In the last decade, the importance of analyzing information management systems logs has grown, because log data constitute a relevant aspect in evaluating the quality of such systems. A review of 10 years of research on log analysis is presented in this paper. About 50 papers and posters from five major conferences and about 30 related journal papers have been selected to trace the history of the state-of-the-art in this field. The paper presents an overview of two main themes: Web search engine log analysis and Digital Library System log analysis. The problem of the analysis of different sources of log data and the distribution of data are investigated.

引用

页码：663 / 696

页数：34