Agosti, M.; Crivellari, F. & Di Nunzio, G.
(2012):
Web log analysis: a review of a decade of studies about information acquisition, inspection and interpretation of user interaction.
In: Data Mining and Knowledge Discovery,
Ausgabe/Number: 3,
Vol. 24,
Verlag/Publisher: Springer US.
Erscheinungsjahr/Year: 2012.
Seiten/Pages: 663-696.
[Volltext] [Kurzfassung] [BibTeX]
[Endnote]
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.
@article{agosti2012analysis,
author = {Agosti, Maristella and Crivellari, Franco and Di Nunzio, GiorgioMaria},
title = {Web log analysis: a review of a decade of studies about information acquisition, inspection and interpretation of user interaction},
journal = {Data Mining and Knowledge Discovery},
publisher = {Springer US},
year = {2012},
volume = {24},
number = {3},
pages = {663-696},
url = {http://dx.doi.org/10.1007/s10618-011-0228-8},
doi = {10.1007/s10618-011-0228-8},
issn = {1384-5810},
keywords = {mining, review, weblog},
abstract = {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.}
}
%0 = article
%A = Agosti, Maristella and Crivellari, Franco and Di Nunzio, GiorgioMaria
%D = 2012
%I = Springer US
%T = Web log analysis: a review of a decade of studies about information acquisition, inspection and interpretation of user interaction
%U = http://dx.doi.org/10.1007/s10618-011-0228-8
Hu, M. & Liu, B.
(2004):
Mining and summarizing customer reviews.
In: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining,
New York, NY, USA.
[Volltext]
[BibTeX][Endnote]
@inproceedings{hu2004mining,
author = {Hu, Minqing and Liu, Bing},
title = {Mining and summarizing customer reviews},
booktitle = {Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining},
series = {KDD '04},
publisher = {ACM},
address = {New York, NY, USA},
year = {2004},
pages = {168--177},
url = {http://doi.acm.org/10.1145/1014052.1014073},
doi = {http://doi.acm.org/10.1145/1014052.1014073},
isbn = {1-58113-888-1},
keywords = {customer, info2.0, mining, review, reviews, summarizing, toRead, wordmining}
}
%0 = inproceedings
%A = Hu, Minqing and Liu, Bing
%B = Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
%C = New York, NY, USA
%D = 2004
%I = ACM
%T = Mining and summarizing customer reviews
%U = http://doi.acm.org/10.1145/1014052.1014073