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Human dynamics revealed through Web analytics

Bruno Gonçalves, José J. Ramasco
2008 Physical Review E  
of human social behavior.  ...  We find interesting structure in the activity patterns of the domain and study in a systematic way the main forces behind the dynamics of the traffic.  ...  Such ubiquity indicates important universal features ͑profiles͒ regarding human habits that Web analytics can help to characterize in a quantitative way.  ... 
doi:10.1103/physreve.78.026123 pmid:18850913 fatcat:l3eum2f5cbf7ze244rjqxru5w4

Understanding Real-Virtual Dynamics of Human Behavior from the Action Stream Perspective

Masao Kakihara
2010 Pacific Asia Conference on Information Systems  
It also proposes a novel method for analyzing action streams by taking advantage of web search log data and Internet survey infrastructures.  ...  This paper proposes a radical extension of our perspective for analyzing human behavior in the networked age.  ...  Whereas behavioral sciences have sophisticated analytical methods for understanding human behavior in quantitative ways, they are incapable of grasping the dynamic and fluid nature of human behavior that  ... 
dblp:conf/pacis/Kakihara10 fatcat:wzovbudqm5b63kdine3tv2tkxq

Introduction to Digital and Social Media Track

Kevin Crowston, Karine Nahon
2014 2014 47th Hawaii International Conference on System Sciences  
The Humanized Web: Networks, Crowds, and their Output.  ...  Network analysis can reveal the underlying structures and help discover the dynamic interactions among network components. Social Networking and Communities.  ... 
doi:10.1109/hicss.2014.178 dblp:conf/hicss/CrowstonN14 fatcat:sy2v35qog5ghdfechw6bxteo3m

Visual Trend Analytics in Digital Libraries

Kawa Nazemi
2019 Zenodo  
There are two main aspects to consider in the analysis process: 1) which data reveal very early trends and 2) how can human be involved in the analysis process [3].  ...  In fact, these so-called early signals require not only an analysis through machine learning techniques to identify emerging trends, but also human interaction and intervention to adapt the parameters  ...  Visual Orchestration uses textual and visual information gathered in the previous transformation steps to create static and dynamic elements for human interaction.  ... 
doi:10.5281/zenodo.3264801 fatcat:m6pt2xmnvvgrjf3wjar26eefse

A Machine Learning Based Analytical Framework for Semantic Annotation Requirements

Hamed Hassanzadeh, MohammadReza Keyvanpour
2011 International journal of Web & Semantic Technology  
The Semantic Web is an extension of the current web in which information is given well-defined meaning.  ...  Due to the wide range of domains and the dynamic environments that the Semantic Annotation systems must be performed on, the problem of automating annotation process is one of the significant challenges  ...  The Semantic Web vision is of a Web in which resources are accessible not only to humans, but also to automated processes.  ... 
doi:10.5121/ijwest.2011.2203 fatcat:p2wc236rpnckxj5bnl5xypvfga

Challenges for Visual Analytics

Jim Thomas, Joe Kielman
2009 Information Visualization  
Visual analytics has seen unprecedented growth in its first 5 years of mainstream existence.  ...  These are followed by a selection of additional applications and domains that have been a part of recent rapid expansion of visual analytics usage.  ...  This work has been supported by the National Visualization and Analytics Center™ (NVAC™) located at the Pacific Northwest National Laboratory in Richland, WA.  ... 
doi:10.1057/ivs.2009.26 fatcat:qgmzedhalfbi5aomphng2bf25q

A geovisual analytics approach for mouse movement analysis

Ali Tahir, Gavin McArdle, Michela Bertolotto
2014 International Journal of Data Mining Modelling and Management  
While traditional data mining techniques can be used to identify trends and preferences, visual analytics, in particular Geovisual Analytics, which assists the human cognition process, has proven useful  ...  The use of Web maps has created opportunities and challenges for map generation and delivery.  ...  VizAnalysisTools can be used to analyse mouse movement datasets to reveal how users perform specific spatial choices as well as understanding Human-Computer Interactions (HCI) when using Geographical Information  ... 
doi:10.1504/ijdmmm.2014.066761 fatcat:svf5poceoraivpid4vv6gn7k4e

Using google analytics to support cybersecurity forensics

Han Qin, Kit Riehle, Haozhen Zhao
2017 2017 IEEE International Conference on Big Data (Big Data)  
Google Analytics collects and aggregates web traffic, including information about web visitors' location, date and time of visit, visited webpages, and searched keywords.  ...  To better understand the threat of malicious cyber actors, this study develops a methodology to monitor and evaluate web activity using data archived from Google Analytics.  ...  Doing so transforms the available web traffic data from single point-in-time snapshots to dynamic sessions showing users' trajectory, from their starting webpage through their ending webpage.  ... 
doi:10.1109/bigdata.2017.8258385 dblp:conf/bigdataconf/QinRZ17 fatcat:hawhc7n7hfe2hphkzinj5y6nhq

A Web-based Interactive Visual Graph Analytics Platform [article]

Nesreen K. Ahmed, Ryan A. Rossi
2015 arXiv   pre-print
This paper proposes a web-based visual graph analytics platform for interactive graph mining, visualization, and real-time exploration of networks.  ...  GraphVis is fast, intuitive, and flexible, combining interactive visualizations with analytic techniques to reveal important patterns and insights for sense making, reasoning, and decision making.  ...  CONCLUSION This paper introduced a web-based interactive visual analytics platform for graph and network data.  ... 
arXiv:1502.00354v1 fatcat:szfbkfjy3fgqjpsymyyyqfkjoe

The spaces between

Nancy Odendaal
2011 Proceedings of the 5th International Conference on Communities and Technologies - C&T '11  
A web development process for community organizations in two townships was followed and documented.  ...  ACKNOWLEDGMENTS This research was enabled through funding from the South African Research Foundation.  ...  Analytical movement between scales is facilitated through consideration of technology as an actor as part of a network.  ... 
doi:10.1145/2103354.2103374 dblp:conf/candt/Odendaal11 fatcat:4phd43p4azhdfauw4da52edfx4


Athena Vakali, Ioannis Dematis, Athanasios Tolikas
2017 Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion  
• World Wide WebWeb applications  ...  A major quest is to place humans and their competences at the center of the efforts towards sustainable and smart cities.  ...  At "Statistics" tab the analytics of earlier volunteering tasks are summarized and aggregated such that best practices are indicated and geo-located, revealing hidden city's volunteering "hubs" which exhibit  ... 
doi:10.1145/3041021.3054712 dblp:conf/www/VakaliDT17 fatcat:qr6i7ez7e5cotb5i3c5y5ips7m

A Platform for Urban Analytics and Semantic Data Integration in City Planning [chapter]

Achilleas Psyllidis, Alessandro Bozzon, Stefano Bocconi, Christiaan Titos Bolivar
2015 Communications in Computer and Information Science  
Through data science, semantic integration, and crowdsourcing techniques the platform enables the mapping of demographic information, human movement patterns, place popularity, traffic conditions, as well  ...  This paper presents a novel web-based platform that supports the analysis, integration, and visualization of large-scale and heterogeneous urban data, with application to city planning and decision-making  ...  In addition, human-generated data produced through smart devices and social media platforms constitute an increasingly important source of information, especially with regard to human activities in cities  ... 
doi:10.1007/978-3-662-47386-3_2 fatcat:vvhtjrhkwfdtfezl7hkywjd6zq

Research Note: Do Virtual Policy Networks Matter? Tracing Network Structure Online

Kathleen McNutt
2006 Canadian Journal of Political Science/Revue canadienne de science politique  
Hypertext links, generated by human judgment, are the ties that bind the Web together, and when users add links to their homepages, they are revealing both an interest in a specific topic, as well as conferring  ...  Web, and the use of this technological channel in human communication patterns.  ... 
doi:10.1017/s0008423906060161 fatcat:gbk2ys477zejbgi5zifsyc2szu

Developing Learning Analytics for TUT Circle [chapter]

Anne-Maritta Tervakari, Jarno Marttila, Meri Kailanto, Jukka Huhtamäki, Juho Koro, Kirsi Silius
2013 IFIP Advances in Information and Communication Technology  
Through three case studies, we apply the methods of learning analytics for insight into the bursty nature of learning activities, procrastination, peer learning, and co-operation between two academic tribes  ...  In this article, we introduce the concept of learning analytics in the context of TUT Circle, a social media enhanced web service for learning in use at Tampere University of Technology.  ...  [3] To reveal participation dynamics in a way that supports visual storytelling, a movie-like visualisation of user activities was created using Gource 3 , a software version control visualisation tool  ... 
doi:10.1007/978-3-642-37285-8_11 fatcat:zicfqq27yffwfackjvrrs4i3d4

Ecology: Creative Tool in Understanding Interrelated System

Diandra Pandu Saginatari, Paramita Atmodiwirjo, R.B. Santosa, N.C. Idham, N.G. Yuli, P.AP. Agustiananda
2018 SHS Web of Conferences  
This paper argues that understanding ecology requires an ability to reveal the intro/interrelationship within the complex yet flexible ecological system.  ...  The result of this study suggests how ecology has the potential as an analytical tool for reading the interrelated system.  ...  Its nature of having complexity and dynamicity makes ecology a complete analytical tool that could lead to a deep understanding through an explorative process.  ... 
doi:10.1051/shsconf/20184106002 fatcat:vlk7lkss5zgajitiuff7xujgv4
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