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ICASSP
2011
IEEE
8 years 5 months ago
Bayesian topic models for describing computer network behaviors
We consider the use of Bayesian topic models in the analysis of computer network traffic. Our approach utilizes latent Dirichlet allocation and time-varying dynamic latent Dirich...
Christopher Cramer, Lawrence Carin
JDCTA
2010
164views more  JDCTA 2010»
8 years 8 months ago
Session-Based User Behavior Meta-Model of Web Applications for User-Level QoS Load Testing
With the rapid development of Service-Oriented Architecture (SOA) and Service-Oriented Computing (SOC), the Quality of Service (QoS) is more and more essential than before. There ...
Lu Lu, Xiuxia Quan
JCDL
2010
ACM
161views Education» more  JCDL 2010»
8 years 11 months ago
Search behaviors in different task types
Personalization of information retrieval tailors search towards individual users to meet their particular information needs by taking into account information about users and thei...
Jingjing Liu, Michael J. Cole, Chang Liu, Ralf Bie...
SIGIR
2008
ACM
9 years 1 months ago
To personalize or not to personalize: modeling queries with variation in user intent
In most previous work on personalized search algorithms, the results for all queries are personalized in the same manner. However, as we show in this paper, there is a lot of vari...
Jaime Teevan, Susan T. Dumais, Daniel J. Liebling
EUROIMSA
2006
299views Multimedia» more  EUROIMSA 2006»
9 years 2 months ago
Behavior Modeling using Bigram Frequencies for Client-Side Link Prefetching
The perceived latency for a user surfing the Internet is the target of a transparent and speculative algorithm that relies on a user behavior model. The model is based on past use...
Apostolos Georgakis, Haibo Li, Mihaela Gordan
DMIN
2007
168views Data Mining» more  DMIN 2007»
9 years 2 months ago
On Clustering Users' Behaviors in Video Sessions
We study the extraction of characteristics of user behavior in video session encoded as stochastic matrices of finite Markov chain. These behaviors are clustered using a dissimil...
Sylvain Mongy, Chabane Djeraba, Dan A. Simovici
CIKM
2008
Springer
9 years 3 months ago
Understanding the relationship between searchers' queries and information goals
We describe results from Web search log studies aimed at elucidating user behaviors associated with queries and destination URLs that appear with different frequencies. We note th...
Doug Downey, Susan T. Dumais, Daniel J. Liebling, ...
AIRWEB
2008
Springer
9 years 3 months ago
Identifying web spam with user behavior analysis
Combating Web spam has become one of the top challenges for Web search engines. State-of-the-art spam detection techniques are usually designed for specific known types of Web spa...
Yiqun Liu, Rongwei Cen, Min Zhang, Shaoping Ma, Li...
WSC
2007
9 years 3 months ago
Visualization of users' activities in a specific environment
Evaluation of user interface design is usually based on usability testing methods. In this paper we analyzed and described the user behavior in the form of the user model. The use...
Zdenek Mikovec, Ivo Malý, Pavel Slaví...
MOBISYS
2010
ACM
9 years 3 months ago
Diversity in smartphone usage
Abstract
Hossein Falaki, Ratul Mahajan, Srikanth Kandula, D...
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