Understanding User Behavior Through Log Data and Analysis

作者: Susan Dumais , Robin Jeffries , Daniel M. Russell , Diane Tang , Jaime Teevan

DOI: 10.1007/978-1-4939-0378-8_14

关键词: Computer scienceScale (chemistry)Log dataInformation retrievalWorld Wide WebData collectionUser experience design

摘要: … Even when the log data is very rich, researchers should not rely solely on logs to understand user behavior. Converging methods can help confirm and provide insight into what is …

参考文章(44)
R. Baeza-Yates, G. Dupret, J. Velasco, A Study of Mobile Search Queries in Japan ,(2007)
Robert Capra, HCI Browser: A Tool for Administration and Data Collection for Studies of Web Search Behaviors international conference of design, user experience, and usability. pp. 259- 268 ,(2011) , 10.1007/978-3-642-21708-1_30
Mirko Savić, Reading Statistics and Research by Schuyler W. Huck Panoeconomicus. ,vol. 55, pp. 249- 252 ,(2008)
Tessa Lau, Eric Horvitz, Patterns of search: analyzing and modeling Web query refinement international conference on user modeling, adaptation, and personalization. pp. 119- 128 ,(1999) , 10.1007/978-3-7091-2490-1_12
Carolyn Watters, Melanie Kellar, Michael Shepherd, The impact of task on the usage of web browser navigation mechanisms graphics interface. pp. 235- 242 ,(2006)
M. Rami Ghorab, Johannes Leveling, Dong Zhou, Gareth J. F. Jones, Vincent Wade, Identifying Common User Behaviour in Multilingual Search Logs Lecture Notes in Computer Science. pp. 518- 525 ,(2010) , 10.1007/978-3-642-15754-7_63
Vic Barnett, Toby Lewis, Outliers in Statistical Data ,(1978)
Diane Tang, Ashish Agarwal, Deirdre O'Brien, Mike Meyer, Overlapping experiment infrastructure: more, better, faster experimentation knowledge discovery and data mining. pp. 17- 26 ,(2010) , 10.1145/1835804.1835810
Craig Silverstein, Hannes Marais, Monika Henzinger, Michael Moricz, Analysis of a very large web search engine query log international acm sigir conference on research and development in information retrieval. ,vol. 33, pp. 6- 12 ,(1999) , 10.1145/331403.331405
Dennis Fetterly, Mark Manasse, Marc Najork, Spam, damn spam, and statistics: using statistical analysis to locate spam web pages international workshop on the web and databases. pp. 1- 6 ,(2004) , 10.1145/1017074.1017077