Optimizing search engines using clickthrough data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
ACM SIGIR Forum
Accurately interpreting clickthrough data as implicit feedback
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Query chains: learning to rank from implicit feedback
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
How people recall search result lists
CHI '06 Extended Abstracts on Human Factors in Computing Systems
W4A '06 Proceedings of the 2006 international cross-disciplinary workshop on Web accessibility (W4A): Building the mobile web: rediscovering accessibility?
The influence of task and gender on search and evaluation behavior using Google
Information Processing and Management: an International Journal
Concept-based document readability in domain specific information retrieval
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
User simulations for evaluating answers to question series
Information Processing and Management: an International Journal
Evaluating the accuracy of implicit feedback from clicks and query reformulations in Web search
ACM Transactions on Information Systems (TOIS)
The influence of caption features on clickthrough patterns in web search
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Information re-retrieval: repeat queries in Yahoo's logs
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Investigating the querying and browsing behavior of advanced search engine users
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Active exploration for learning rankings from clickthrough data
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Validating the use and role of visual elements of web pages in navigation with an eye-tracking study
Proceedings of the 17th international conference on World Wide Web
Online learning from click data for sponsored search
Proceedings of the 17th international conference on World Wide Web
An outranking approach for information retrieval
Information Retrieval
Query-based partitioning of documents and indexes for information lifecycle management
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
An investigation on a community's web search variability
ACSC '08 Proceedings of the thirty-first Australasian conference on Computer science - Volume 74
A user browsing model to predict search engine click data from past observations.
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Query expansion using gaze-based feedback on the subdocument level
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
How people recall, recognize, and reuse search results
ACM Transactions on Information Systems (TOIS)
Investigating sighted users' browsing behaviour to assist web accessibility
Proceedings of the 10th international ACM SIGACCESS conference on Computers and accessibility
Differences between informational and transactional tasks in information seeking on the web
Proceedings of the second international symposium on Information interaction in context
Best practices for eye tracking of television and video user experiences
Proceedings of the 1st international conference on Designing interactive user experiences for TV and video
Personalized online document, image and video recommendation via commodity eye-tracking
Proceedings of the 2008 ACM conference on Recommender systems
Can relevance of images be inferred from eye movements?
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Search engine user behaviour: How can users be guided to quality content?
Information Services and Use - ICSTI 2007 and 2008
Toward a definition of visual complexity as an implicit measure of cognitive load
ACM Transactions on Applied Perception (TAP)
User-oriented document summarization through vision-based eye-tracking
Proceedings of the 14th international conference on Intelligent user interfaces
Scrolling behaviour with single- and multi-column layout
Proceedings of the 18th international conference on World wide web
An evaluation framework of user interaction with metadata surrogates
Journal of Information Science
What do exploratory searchers look at in a faceted search interface?
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Acquiring Unobtrusive Relevance Feedback through Eye-Tracking in Ambient Recommender Systems
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
When more is less: the paradox of choice in search engine use
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Optimizing search engine revenue in sponsored search
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Data-driven text features for sponsored search click prediction
Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising
Minimally invasive randomization for collecting unbiased preferences from clickthrough logs
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
A user-oriented webpage ranking algorithm based on user attention time
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Positional effects on citation and readership in arXiv
Journal of the American Society for Information Science and Technology
A model to estimate intrinsic document relevance from the clickthrough logs of a web search engine
Proceedings of the third ACM international conference on Web search and data mining
From Keyword Search to Exploration: Designing Future Search Interfaces for the Web
Foundations and Trends in Web Science
Visual attention for implicit relevance feedback in a content based image retrieval
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications
How does search behavior change as search becomes more difficult?
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visualizing differences in web search algorithms using the expected weighted hoeffding distance
Proceedings of the 19th international conference on World wide web
Mining Query Logs: Turning Search Usage Data into Knowledge
Foundations and Trends in Information Retrieval
Proceedings of the 2010 International Cross Disciplinary Conference on Web Accessibility (W4A)
Using galvanic skin response measures to identify areas of frustration for older web 2.0 users
Proceedings of the 2010 International Cross Disciplinary Conference on Web Accessibility (W4A)
Search behaviors in different task types
Proceedings of the 10th annual joint conference on Digital libraries
The good, the bad, and the random: an eye-tracking study of ad quality in web search
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
The use of relevance criteria during predictive judgment: an eye tracking approach
Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem - Volume 47
Using qualitative eye-tracking data to inform audio presentation of dynamic Web content
The New Review of Hypermedia and Multimedia - Web Accessibility
Detecting duplicate web documents using clickthrough data
Proceedings of the fourth ACM international conference on Web search and data mining
Generating simulated relevance feedback: a prognostic search approach
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Three sequential positions of query repair in interactions with internet search engines
Proceedings of the ACM 2011 conference on Computer supported cooperative work
Linking search tasks with low-level eye movement patterns
Proceedings of the 28th Annual European Conference on Cognitive Ergonomics
Characterizing search intent diversity into click models
Proceedings of the 20th international conference on World wide web
Foundations and Trends in Information Retrieval
An eye-tracking-based approach to facilitate interactive video search
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Toward a semantic granularity model for domain-specific information retrieval
ACM Transactions on Information Systems (TOIS)
Are automated debugging techniques actually helping programmers?
Proceedings of the 2011 International Symposium on Software Testing and Analysis
User behavior in zero-recall ecommerce queries
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
A “Position Paradox” in Sponsored Search Auctions
Marketing Science
Diversity in ranking via resistive graph centers
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
User-click modeling for understanding and predicting search-behavior
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
A Case Study of Collaboration and Reputation in Social Web Search
ACM Transactions on Intelligent Systems and Technology (TIST)
Discounted cumulative gain and user decision models
SPIRE'11 Proceedings of the 18th international conference on String processing and information retrieval
Discovering URLs through user feedback
Proceedings of the 20th ACM international conference on Information and knowledge management
Proceedings of the 20th ACM international conference on Information and knowledge management
Implicit relevance feedback from eye movements
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Combining eye tracking and conventional techniques for indications of user-adaptability
INTERACT'05 Proceedings of the 2005 IFIP TC13 international conference on Human-Computer Interaction
Eye-tracking reveals the personal styles for search result evaluation
INTERACT'05 Proceedings of the 2005 IFIP TC13 international conference on Human-Computer Interaction
Application of a strong tracking finite-difference extended kalman filter to eye tracking
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A multiple criteria approach for information retrieval
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
Incorporating revisiting behaviors into click models
Proceedings of the fifth ACM international conference on Web search and data mining
A noise-aware click model for web search
Proceedings of the fifth ACM international conference on Web search and data mining
Personalized click model through collaborative filtering
Proceedings of the fifth ACM international conference on Web search and data mining
Beyond ten blue links: enabling user click modeling in federated web search
Proceedings of the fifth ACM international conference on Web search and data mining
Interpreting user inactivity on search results
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Design and implementation of web usage mining system using page scroll
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part V
Social annotations in web search
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Journal of the American Society for Information Science and Technology
Journal of the American Society for Information Science and Technology
On caption bias in interleaving experiments
Proceedings of the 21st ACM international conference on Information and knowledge management
More than relevance: high utility query recommendation by mining users' search behaviors
Proceedings of the 21st ACM international conference on Information and knowledge management
Comparing scanning behaviour in web search on small and large screens
Proceedings of the Seventeenth Australasian Document Computing Symposium
Model Based Comparison of Discounted Cumulative Gain and Average Precision
Journal of Discrete Algorithms
Understanding visual attention of teams in dynamic medical settings through vital signs monitor use
Proceedings of the 2013 conference on Computer supported cooperative work
Learning Rating Patterns for Top-N Recommendations
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Learning User Preference Patterns for Top-N Recommendations
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Identifying different visual patterns in web users behaviour
Proceedings of the 27th Spring Conference on Computer Graphics
Predicting whether users view dynamic content on the world wide web
ACM Transactions on Computer-Human Interaction (TOCHI)
Incorporating vertical results into search click models
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Measuring personalization of web search
Proceedings of the 22nd international conference on World Wide Web
Measurement and modeling of eye-mouse behavior in the presence of nonlinear page layouts
Proceedings of the 22nd international conference on World Wide Web
Proceedings of the 22nd international conference on World Wide Web
Inferring user knowledge level from eye movement patterns
Information Processing and Management: an International Journal
Using historical click data to increase interleaving sensitivity
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Augmenting web search surrogates with images
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Saccade deviation indicators for automated eye tracking analysis
Proceedings of the 2013 Conference on Eye Tracking South Africa
Portfolio: Searching for relevant functions and their usages in millions of lines of code
ACM Transactions on Software Engineering and Methodology (TOSEM) - Testing, debugging, and error handling, formal methods, lifecycle concerns, evolution and maintenance
Eye-tracking the factors of process model comprehension tasks
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
SERPs and ads on mobile devices: an eye tracking study for generation y
UAHCI'13 Proceedings of the 7th international conference on Universal Access in Human-Computer Interaction: user and context diversity - Volume 2
Searching the Web for conflicting topics: Page and user factors
Computers in Human Behavior
Discovering common motifs in cursor movement data for improving web search
Proceedings of the 7th ACM international conference on Web search and data mining
Recognition of understanding level and language skill using measurements of reading behavior
Proceedings of the 19th international conference on Intelligent User Interfaces
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We investigate how users interact with the results page of a WWW search engine using eye-tracking. The goal is to gain insight into how users browse the presented abstracts and how they select links for further exploration. Such understanding is valuable for improved interface design, as well as for more accurate interpretations of implicit feedback (e.g. clickthrough) for machine learning. The following presents initial results, focusing on the amount of time spent viewing the presented abstracts, the total number of abstract viewed, as well as measures of how thoroughly searchers evaluate their results set.