Understanding the long-term use of smart speaker assistants

F Bentley, C Luvogt, M Silverman… - Proceedings of the …, 2018 - dl.acm.org
Over the past two years the Ubicomp vision of ambient voice assistants, in the form of smart
speakers such as the Amazon Echo and Google Home, has been integrated into tens of …

A survey on preprocessing methods for web usage data

V Chitraa, DAS Davamani - arxiv preprint arxiv:1004.1257, 2010 - arxiv.org
World Wide Web is a huge repository of web pages and links. It provides abundance of
information for the Internet users. The growth of web is tremendous as approximately one …

[SÁCH][B] Web data mining: exploring hyperlinks, contents, and usage data

B Liu - 2011 - Springer
Liu has written a comprehensive text on Web mining, which consists of two parts. The first
part covers the data mining and machine learning foundations, where all the essential …

Incorporating contextual information in recommender systems using a multidimensional approach

G Adomavicius, R Sankaranarayanan, S Sen… - ACM Transactions on …, 2005 - dl.acm.org
The article presents a multidimensional (MD) approach to recommender systems that can
provide recommendations based on additional contextual information besides the typical …

Data-Centric Systems and Applications

MJ Carey, S Ceri, P Bernstein, U Dayal, C Faloutsos… - Italy: Springer, 2006 - Springer
The rapid growth of the Web in the past two decades has made it the largest publicly
accessible data source in the world. Web mining aims to discover useful information or …

Data mining for web personalization

B Mobasher - The adaptive web: Methods and strategies of web …, 2007 - Springer
In this chapter we present an overview of Web personalization process viewed as an
application of data mining requiring support for all the phases of a typical data mining cycle …

Not quite the average: An empirical study of web use

H Weinreich, H Obendorf, E Herder… - ACM Transactions on the …, 2008 - dl.acm.org
In the past decade, the World Wide Web has been subject to dramatic changes. Web sites
have evolved from static information resources to dynamic and interactive applications that …

[SÁCH][B] An introduction to search engines and web navigation

M Levene - 2011 - books.google.com
This book is a second edition, updated and expanded to explain the technologies that help
us find information on the web. Search engines and web navigation tools have become …

Combined mining of Web server logs and web contents for classifying user navigation patterns and predicting users' future requests

H Liu, V Kešelj - Data & Knowledge Engineering, 2007 - Elsevier
We present a study of the automatic classification of web user navigation patterns and
propose a novel approach to classifying user navigation patterns and predicting users' future …

Improving website structure through reducing information overload

M Chen - Decision Support Systems, 2018 - Elsevier
It is well known that website success relies heavily on its usability. Previous studies find that
website usability depends greatly upon its visual complexity which has significant effects on …