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Characterizing typical and atypical user sessions in clickstreams

Narayanan Sadagopan, Jie Li
2008 Proceeding of the 17th international conference on World Wide Web - WWW '08  
To improve the estimation accuracy of user experience metrics like CTR, we argue that it is important to identify typical and atypical user sessions in clickstreams.  ...  These results demonstrate that our approach of identifying typical and atypical user sessions is extremely valuable for cleaning "noisy" user session data for increased accuracy in evaluating user experience  ...  We would also like to thank Rajesh Shenoy and his team of editors for the careful human evaluation of typical and atypical sessions.  ... 
doi:10.1145/1367497.1367617 dblp:conf/www/SadagopanL08 fatcat:75zkbpiewrhophzg7sjyg72fv4

Are search engine users equally reliable?

Qianli Xing, Yiqun Liu, Rongwei Cen, Min Zhang, Shaoping Ma, Liyun Ru
2010 Proceedings of the 19th international conference on World wide web - WWW '10  
In this paper, we study on the reliability of search engine users using click-through data.  ...  Experimental results indicate that the proposed approach is both effective and applicable.  ...  Characterizing typical and atypical user sessions in clickstreams. In WWW 08 :Proceedings of the 17th international conference on World Wide Web [2] R. Cen, Y. Liu, M. Zhang, L. Ru and S. Ma.  ... 
doi:10.1145/1772690.1772877 dblp:conf/www/XingLCZMR10 fatcat:mhxfxsk4effrfhlnuskg4phs4y

MyAdChoices

Javier Parra-Arnau, Jagdish Prasad Achara, Claude Castelluccia
2017 ACM Transactions on the Web  
The intrusiveness and the increasing invasiveness of online advertising have, in the last few years, raised serious concerns regarding user privacy and Web usability.  ...  Experimental results in a real environment demonstrate the suitability and feasibility of our approach, and provide preliminary findings on behavioral targeting from real user browsing profiles.  ...  in question are atypical, in contrast to the statistics of the general population.  ... 
doi:10.1145/2996466 fatcat:ub6ei7wacnckdo3imejr5sjvci

MyAdChoices: Bringing Transparency and Control to Online Advertising [article]

Javier Parra-Arnau, Jagdish Prasad Achara, Claude Castelluccia
2016 arXiv   pre-print
The intrusiveness and the increasing invasiveness of online advertising have, in the last few years, raised serious concerns regarding user privacy and Web usability.  ...  Experimental results in a real environment demonstrate the suitability and feasibility of our approach, and provide preliminary findings on behavioral targeting from real user browsing profiles.  ...  ACKNOWLEDGMENT The authors would like to thank Paul Barford, Aaron Cahn and Qiang Ma for helping improve our ad-identification algorithm, Lukasz Olejnik for his helpful comments, and Mathilde Vernet for  ... 
arXiv:1602.02046v1 fatcat:lc3p5jd76na7lfg3poutd7kdpe

Query for Architecture, Click through Military

Dimitar Dimitrov, Florian Lemmerich, Fabian Flöck, Markus Strohmaier
2018 Proceedings of the 10th ACM Conference on Web Science - WebSci '18  
to other Wikipedia articles -- to characterize articles.  ...  We demonstrate how articles in distinct topical categories differ substantially in terms of these properties.  ...  Kumar and Tomkins performed an initial characterization of the user search behavior [13] , while Weber and Jaimes studied the search engine usage with respect to the users demographics, topics, and session  ... 
doi:10.1145/3201064.3201092 dblp:conf/websci/DimitrovLFS18 fatcat:xxymm2xpkfdzxcw4tdzcclnf2e

Reflections on the REST architectural style and "principled design of the modern web architecture" (impact paper award)

Roy T. Fielding, Richard N. Taylor, Justin R. Erenkrantz, Michael M. Gorlick, Jim Whitehead, Rohit Khare, Peyman Oreizy
2017 Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering - ESEC/FSE 2017  
These successive theses share a common theme: extending the insights of REST to new domains and, in their own way, exploring the boundary of software engineering as it applies to decentralized software  ...  In this paper, we chart the history, evolution, and shortcomings of REST, as well as several related architectural styles that it inspired, from the perspective of a chain of doctoral dissertations produced  ...  Our work has benefited from interactions with several more generations of students and colleagues, at UCI and beyond, for whom we are grateful to have collaborated with, including Mark Ackerman, Ken Anderson  ... 
doi:10.1145/3106237.3121282 dblp:conf/sigsoft/FieldingTEGWKO17 fatcat:3jy4lx53kbbqhpk4ub2aony5xu

Electroencephalography (EEG) as a Research Tool in the Information Systems Discipline: Foundations, Measurement, and Applications

Gernot R. Müller-Putz, René Riedl, Selina C. Wriessnegger
2015 Communications of the Association for Information Systems  
Thus, considering its relevance in contemporary research and the fact that it will also play a major role in future neuroIS research, we describe EEG from a layman's perspective.  ...  As such, we inform IS scholars about the fundamentals of EEG in a compact way and discuss EEG's potential for IS research.  ...  soda water) and clothing (atypical product: Coke-branded sportswear)).  ... 
doi:10.17705/1cais.03746 fatcat:o3ymau5dkva2dpd27ir5lypwhi

Introduction to information retrieval

2009 ChoiceReviews  
Document partitioning is found to be superior, at least when the distribution of terms is skewed, as it typically is in practice.  ...  The Mercator crawler is due to Najork and Heydon (Najork and Heydon 2001; ; the treatment in this chapter follows their work.  ...  Only about 4% of query sessions from a user used the relevance feedback option, and these were usually exploiting the "More like this" link next to each result.  ... 
doi:10.5860/choice.46-2715 fatcat:ruwoe46pgzcupjygnwbnit4z3u

Developing a New Method for Investigating Learning Behavior in Learning with Interactive Videos using Log Files [article]

Mario Niederhauser, Fachhochschule Nordwestschweiz FHNW, Danila Iseli
2021
of raw clickstream data.  ...  We contrasted four experimental conditions differing in learning task and learning setting.  ...  patterns instead of raw user interactions on a granular clickstream level.  ... 
doi:10.26041/fhnw-3739 fatcat:nvmuf52y6jdirphvsjkpwkcase

From Unequal Access to Differentiated Use: A Literature Review and Agenda for Research on Digital Inequality* From Unequal Access to Differentiated Use: A Literature Review and Agenda for Research on the Digital Inequality

Paul Dimaggio, Eszter Hargittai, Coral Celeste, Steven Shafer
unpublished
actions -alter observed patterns of inequality in access and use?  ...  This paper reviews what we know about inequality in access to and use of new digital technologies.  ...  A study of online sessions of a sample of new users demonstrated that emotional impact -whether users felt frustrated or gratified at the session's end ---was a function of their success in attaining  ... 
fatcat:f3esxagclnavtcwcwpckjpzf2m

Business Model Innovation in the Digital Economy [chapter]

Chung-Shing Lee
Encyclopedia of Information Science and Technology, First Edition  
In doing so, companies will be able to alter the way in which the users, typically external managers, make decisions related to the use of the extranet and make the trading partners dependent upon this  ...  10 are now able to gather profile information, session and event-based observations, and transaction information in real time to help companies understand their online customers.  ... 
doi:10.4018/978-1-59140-553-5.ch059 fatcat:vwnraiqpgjeadd2vnhzakqy3wy

Business Model Innovation in the Digital Economy [chapter]

Chung-Shing Lee, Nicholas S. Vonortas
Electronic Government  
In doing so, companies will be able to alter the way in which the users, typically external managers, make decisions related to the use of the extranet and make the trading partners dependent upon this  ...  10 are now able to gather profile information, session and event-based observations, and transaction information in real time to help companies understand their online customers.  ... 
doi:10.4018/978-1-59904-947-2.ch260 fatcat:shnbxqxzxjakvlo7akdu6ldfzm

Business Model Innovation in the Digital Economy [chapter]

Chung-Shing Lee, Nicholas S. Vonortas
Social and Economic Transformation in the Digital Era  
In doing so, companies will be able to alter the way in which the users, typically external managers, make decisions related to the use of the extranet and make the trading partners dependent upon this  ...  10 are now able to gather profile information, session and event-based observations, and transaction information in real time to help companies understand their online customers.  ... 
doi:10.4018/9781591401582.ch011 fatcat:7iub33vrfvbj3hrbiyhxfc7nzq

Business Model Innovation in the Digital Economy [chapter]

Chung-Shing Lee, Nicholas S. Vonortas
Social and Economic Transformation in the Digital Era  
In doing so, companies will be able to alter the way in which the users, typically external managers, make decisions related to the use of the extranet and make the trading partners dependent upon this  ...  10 are now able to gather profile information, session and event-based observations, and transaction information in real time to help companies understand their online customers.  ... 
doi:10.4018/978-1-59140-158-2.ch011 fatcat:vpe6i4i6kjbb5ms32ya2tivhfq

Business Model Innovation in the Digital Economy [chapter]

Chung-Shing Lee, Nicholas S. Vonortas
Electronic Government  
In doing so, companies will be able to alter the way in which the users, typically external managers, make decisions related to the use of the extranet and make the trading partners dependent upon this  ...  10 are now able to gather profile information, session and event-based observations, and transaction information in real time to help companies understand their online customers.  ... 
doi:10.4018/9781599049472.ch260 fatcat:bnpykgaepfchlcy3kp42ur7yty
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