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Longitudinal Navigation Log Data on a Large Web Domain

Suzan Verberne, Bram Arends, Wessel Kraaij, Arjen de Vries
2016 Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16  
We have collected the access logs for our university's web domain over a time span of 4.5 years. We now release the pre-processed data of a 3-month period for research into user navigation behavior.  ...  We preprocessed the data so that only successful GET requests of web pages by non-bot users are kept.  ...  We present a newly released data collection that comprises longitudinal navigation log data on a mega-site: a university web domain. The complete data set consists of 4.5 years of access data.  ... 
doi:10.1145/2911451.2914667 dblp:conf/sigir/VerberneAKV16 fatcat:aghs75xbszayhngza3gb2klmhy

Investigating behavioral variability in web search

Ryen W. White, Steven M. Drucker
2007 Proceedings of the 16th international conference on World Wide Web - WWW '07  
In this paper we describe a longitudinal log-based study that investigated variability in people' s interaction behavior when engaged in search-related activities on the Web.  ...  Lessons learned from these users can inform the design of tools to support effective Web-search interactions for everyone.  ...  To answer these questions we analyze interaction log data for a large sample of users and a set of queries sampled from the logs.  ... 
doi:10.1145/1242572.1242576 dblp:conf/www/WhiteD07 fatcat:xzcpqphsh5d4pfy5yxpajkcvom

You, the Web and Your Device: Longitudinal Characterization of Browsing Habits [article]

Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben Houidi, Mohamed Lamine Lamali
2018 arXiv   pre-print
This paper presents a longitudinal study of clickstreams in from 2013 to 2016. We evaluate an anonymized dataset of HTTP traces captured in a large ISP, where thousands of households are connected.  ...  ., graphs whose vertices are web pages, and edges are the paths followed by users. Obtaining large and representative data to extract clickstreams is however challenging.  ...  On another side, the authors of [42] de ne navigation pro les considering data exported by a browser toolbar in Russia, showing that the navigation path leading users to web pages characterizes properties  ... 
arXiv:1806.07158v1 fatcat:jvok3g3i4fgdfh6ck26kh5bb5e

Moving towards Adaptive Search in Digital Libraries [chapter]

Udo Kruschwitz, M-Dyaa Albakour, Jinzhong Niu, Johannes Leveling, Nikolaos Nanas, Yunhyong Kim, Dawei Song, Maria Fasli, Anne De Roeck
2011 Lecture Notes in Computer Science  
One way of helping the searcher locating the right information for a specific information need in such a collection is by providing well-structured domain knowledge to assist query modification and navigation  ...  We will outline how in digital libraries a domain model can automatically be acquired using search engine query logs and how it can be continuously updated using methods resembling ant colony behaviour  ...  Without realistic log data we would not have been able to conduct this research.  ... 
doi:10.1007/978-3-642-23160-5_4 fatcat:au55ukcmpvefxha3yopkjppdjq

A Data-Driven Approach to Measure Web Site Navigability

Xiao Fang, Paul Jen-Hwa Hu, Michael Chau, Han-Fen Hu, Zhuo Yang, Olivia R. Liu Sheng
2012 Journal of Management Information Systems  
In this study, we take a data-driven approach to measure Web site navigability using Web data readily available in organizations.  ...  approach that considers different, related Web data and targets the dimensions critical to visitors' finding information on a Web site.  ...  on a Web site (i.e., Web logs 1 ).  ... 
doi:10.2753/mis0742-1222290207 fatcat:c7ksyh4hzndttmrrj4vxqxhbfq

Window Watcher

Susanne Tak, Andy Cockburn
2009 Proceedings of the 21st Annual Conference of the Australian Computer-Human Interaction Special Interest Group on Design: Open 24/7 - OZCHI '09  
Studies of window use are difficult for two reasons: gathering longitudinal data is problematic and it is unclear how to extract meaningful characterisations from the data.  ...  Almost all actions on a computer are mediated by windows, yet we know surprisingly little about how people coordinate their activities using these windows.  ...  Although our objectives are similar (long term navigation across windows rather than the web), the resultant visualisation tools are very different due to the types of data spaces navigated.  ... 
doi:10.1145/1738826.1738865 dblp:conf/ozchi/TakC09 fatcat:5yila472xzehxbwz4ff4buz534

A longitudinal study of World Wide Web users' information-searching behavior

Vivian Cothey
2002 Journal of the American Society for Information Science and Technology  
The study used a longitudinal transaction log analysis of the URLs accessed during 5431 user-days of Web information searching to detect changes in information searching behavior associated with increased  ...  telephone: (44) 117 928 7105, fax: (44) 0117 925 1537 email viv.cothey@bris.ac.uk Cothey 2 A study of the "real world" Web information searching behavior of 206 college students over a ten month period  ...  Data collection The data used for this study is a Web transaction log.  ... 
doi:10.1002/asi.10011 fatcat:fsd3w7xd6jfw5dchvnghefoxdu

Characterizing web use on smartphones

Chad Tossell, Philip Kortum, Ahmad Rahmati, Clayton Shepard, Lin Zhong
2012 Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems - CHI '12  
We apply a naturalistic and longitudinal logs-based approach to collect real usage data from 24 iPhone users in the wild.  ...  These data are used to describe smartphone usage and analyze revisitation patterns of web browsers, native applications, and physical locations where phones are used.  ...  We also thank Michael Byrne, David Lane, Jeff Zemla and all reviewers for their feedback on earlier versions of the current paper. This research was supported by NSF IIS/HCC 0803556.  ... 
doi:10.1145/2207676.2208676 dblp:conf/chi/TossellKRSZ12 fatcat:4niw2ca7cjavfkvstgh52kwjwe

A Survey on Mining Aspects for Queries

Haritha Padmanabhan, Derroll David
2017 IJARCCE  
Then a large number of lists do exist and useful query angles can be mined. 161 transitional query suggestions and it can utilize query facets to generate structured query suggestions, that is, multiple  ...  There is a problem of finding query facets or angles that is a particular aspect or feature of something which are multiple groups of words or phrases that explain and summarize th content covered by a  ...  Conduct a comprehensive experimental study on large real data sets and show that the engine performs 2 to 3 times faster than Solr.  ... 
doi:10.17148/ijarcce.2017.6529 fatcat:igypfbiyyfd4hlupxykfadq6xa

Evaluating Social Navigation Visualization in Online Geographic Maps

Yuet Ling Wong, Jieqiong Zhao, Niklas Elmqvist
2015 International Journal of Human-Computer Interaction  
Web-based visualizations attract a large potential audience, facilitating emergent collaboration [37]; 3.  ...  The web ecosystem already includes the server-side infrastructure necessary to store social navigation data; and 4.  ...  Our motivation for this is twofold: (a) geographic map services are highly visual web applications that are familiar to a large segment of the population, and (b) navigation on a digital geographic map  ... 
doi:10.1080/10447318.2014.959106 fatcat:bfjga2kosrfm5bfyrmr32udgeu

Integration of Inertial Navigation System with EM-log Using H-infinity Filter

Jaehyuck Cha, Hojin Ju, Chan Gook Park, Kijeong Yoo, Chanju Park, D.D. Wijaya
2019 E3S Web of Conferences  
On the other hand, H-infinity filter is a robust filter which can tolerate such uncertainties. In this paper, the integration of INS and EM-log using H-infinity filter is studied.  ...  Thus, INS is usually chosen for underwater navigation, and other aiding sensors are also used to complement its accumulative errors, one of which is EM-log.  ...  This study was supported by the research project "A Study on Multi Sensors Aided Navigation for Underwater Environment" of Agency for Defense Development.  ... 
doi:10.1051/e3sconf/20199401013 fatcat:r5n5exszyzbivbwzvfgecx6hbi

Searching for connections: Data search, web search and literature search

Kathleen Gregory, Brigitte Mathiak, Graham Parton, Fotis Psomopoulos, Tim Suber, Mingfang Wu, RDA Data Discovery Paradigms IG
2022 Zenodo  
This presentation is given at the Research Data Alliance (RDA) 19th Plenary, a session organised by the RDA Data Discovery Paradigms Interest Group.  ...  ❑ A large proportion of users find data through web search ❑ Therefore, it is a good idea to improve web visibility ❑ There are simple guidelines for that Text ❑ Other important factors are literature  ...  make data sets available for a large audience Available search tools often not sufficient [1] Query log analysis of geo data portal (https://eoweb.dlr.de) shows many searches are not "straight-forward  ... 
doi:10.5281/zenodo.6825451 fatcat:x2xblbb4gzey7kkt22tn5ypsse

Mining web content usage patterns of electronic commerce transactions for enhanced customer services

Sylvanus A. Ehikioya, Jinbo Zeng
2021 Engineering Reports  
A successful business intelligence solution can help organizations improve the quality and speed of their decision-making processes by analyzing the consolidated information collected from their websites  ...  programs can build clusters based on the navigation URLs from traditional Web log.  ...  In addition, we focus on web content usage log data rather than mere web site usage log data.  ... 
doi:10.1002/eng2.12411 fatcat:yp57yt6jkvgv7h6oz6vvzxk4fm

Information seeking: an overview of web tracking and the criteria for tracking software

Ina Fourie, Theo Bothma
2007 ASLIB Proceedings  
A selection of research projects based on web tracking as well as the benefits and disadvantages of web tracking are also explored.  ...  Design/methodology/approach -An overview of the literature, including clarification of key concepts, a brief overview of studies of web information seeking behaviour based on web tracking, identification  ...  Value of web tracking Web tracking collects large amounts of data unobtrusively so that data can be analysed at a later stage.  ... 
doi:10.1108/00012530710752052 fatcat:w4spmct24vhetnjkcj4hx7zemy

Clickstream Data Yields High-Resolution Maps of Science

Johan Bollen, Herbert Van de Sompel, Aric Hagberg, Luis Bettencourt, Ryan Chute, Marko A. Rodriguez, Lyudmila Balakireva, Alan Ruttenberg
2009 PLoS ONE  
Scholarly web portals record detailed log data at a scale that exceeds the number of all existing citations combined.  ...  Such log data is recorded immediately upon publication and keeps track of the sequences of user requests (clickstreams) that are issued by a variety of users across many different domains.  ...  Analyzed the data: JB RC. Wrote the paper: JB HVdS.  ... 
doi:10.1371/journal.pone.0004803 pmid:19277205 pmcid:PMC2652715 fatcat:pt4e7mvr5raoxl52ey3jwnqdda
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