Communications of the ACM
Mining web logs to improve website organization
Proceedings of the 10th international conference on World Wide Web
Function-based object model towards website adaptation
Proceedings of the 10th international conference on World Wide Web
Predicting web actions from HTML content
Proceedings of the thirteenth ACM conference on Hypertext and hypermedia
A New Markov Model For Web Access Prediction
Computing in Science and Engineering
Discovering informative content blocks from Web documents
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
DOM-based content extraction of HTML documents
WWW '03 Proceedings of the 12th international conference on World Wide Web
ACM SIGIR Forum
Learning block importance models for web pages
Proceedings of the 13th international conference on World Wide Web
The volume and evolution of web page templates
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Page-level template detection via isotonic smoothing
Proceedings of the 16th international conference on World Wide Web
USITS'99 Proceedings of the 2nd conference on USENIX Symposium on Internet Technologies and Systems - Volume 2
Studying the use of popular destinations to enhance web search interaction
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Simplifying web traversals by recognizing behavior patterns
Proceedings of the eighteenth conference on Hypertext and hypermedia
Trada: tree based ranking function adaptation
Proceedings of the 17th ACM conference on Information and knowledge management
Quicklink selection for navigational query results
Proceedings of the 18th international conference on World wide web
Approximate Hotlink Assignment
ISAAC '01 Proceedings of the 12th International Symposium on Algorithms and Computation
Multiscale analysis of document corpora based on diffusion models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Competing for users' attention: on the interplay between organic and sponsored search results
Proceedings of the 19th international conference on World wide web
Vertical selection in the presence of unlabeled verticals
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
The impact of link suggestions on user navigation and user perception
UM'05 Proceedings of the 10th international conference on User Modeling
Scalable, flexible and generic instant overview search
Proceedings of the 21st international conference companion on World Wide Web
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Proactive link suggestion leads to improved user experience by allowing users to reach relevant information with fewer clicks, fewer pages to read, or simply faster because the right pages are prefetched just in time. In this paper we tackle two new scenarios for link suggestion, which were not covered in prior work owing to scarcity of historical browsing data. In the web search scenario, we propose a method for generating quick links - additional entry points into Web sites, which are shown for top search results for navigational queries - for tail sites, for which little browsing statistics is available. Beyond Web search, we also propose a method for link suggestion in general web browsing, effectively anticipating the next link to be followed by the user. Our approach performs clustering of Web sites in order to aggregate information across multiple sites, and enables relevant link suggestion for virtually any site, including tail sites and brand new sites for which little historical data is available. Empirical evaluation confirms the validity of our method using editorially labeled data as well as real-life search and browsing data from a major US search engine.