Enhanced hypertext categorization using hyperlinks
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Syntactic clustering of the Web
Selected papers from the sixth international conference on World Wide Web
Learning to remove Internet advertisements
Proceedings of the third annual conference on Autonomous Agents
Finding replicated Web collections
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
A comparison of techniques to find mirrored hosts on the WWW
Journal of the American Society for Information Science
Template detection via data mining and its applications
Proceedings of the 11th international conference on World Wide Web
Machine Learning
Entropy-based link analysis for mining web informative structures
Proceedings of the eleventh international conference on Information and knowledge management
Eliminating noisy information in Web pages for data mining
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Learning block importance models for web pages
Proceedings of the 13th international conference on World Wide Web
Using link analysis to improve layout on mobile devices
Proceedings of the 13th international conference on World Wide Web
Adapting Web Pages for Small-Screen Devices
IEEE Internet Computing
WISDOM: Web Intrapage Informative Structure Mining Based on Document Object Model
IEEE Transactions on Knowledge and Data Engineering
The volume and evolution of web page templates
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Automatic Identification of Informative Sections of Web Pages
IEEE Transactions on Knowledge and Data Engineering
Weighted isotonic regression under the L1 norm
SODA '06 Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm
Proceedings of the 15th international conference on World Wide Web
Hierarchical topic segmentation of websites
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
A fast and robust method for web page template detection and removal
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Web page cleaning for web mining through feature weighting
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Tracking Web spam with HTML style similarities
ACM Transactions on the Web (TWEB)
Enhanced hierarchical classification via isotonic smoothing
Proceedings of the 17th international conference on World Wide Web
A graph-theoretic approach to webpage segmentation
Proceedings of the 17th international conference on World Wide Web
Incremental web page template detection
Proceedings of the 17th international conference on World Wide Web
A densitometric approach to web page segmentation
Proceedings of the 17th ACM conference on Information and knowledge management
On Finding Templates on Web Collections
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ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
A fast and simple method for extracting relevant content from news webpages
Proceedings of the 18th ACM conference on Information and knowledge management
Bridging the gap: from multi document Template Detection to single document Content Extraction
EuroIMSA '08 Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications
Boilerplate detection using shallow text features
Proceedings of the third ACM international conference on Web search and data mining
Clustering template based web documents
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Web page DOM node characterization and its application to page segmentation
IMSAA'09 Proceedings of the 3rd IEEE international conference on Internet multimedia services architecture and applications
Document structure meets page layout: loopy random fields for web news content extraction
Proceedings of the 10th ACM symposium on Document engineering
Generalized link suggestions via web site clustering
Proceedings of the 20th international conference on World wide web
Segmenting eBay item descriptions into coherent sections
Proceedings of the 2011 Joint Workshop on Multilingual OCR and Analytics for Noisy Unstructured Text Data
VisHue: web page segmentation for an improved query interface for medlineplus medical encyclopedia
DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems
Information Retrieval on the Blogosphere
Foundations and Trends in Information Retrieval
Extracting informative textual parts from web pages containing user-generated content
Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies
Automated information extraction from web APIs documentation
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
A hybrid approach for extracting informative content from web pages
Information Processing and Management: an International Journal
Locality sensitive hashing for scalable structural classification and clustering of web documents
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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We develop a novel framework for the page-level template detection problem. Our framework is built on two main ideas. The first is theautomatic generation of training data for a classifier that, given apage, assigns a templateness score to every DOM node of the page. The second is the global smoothing of these per-node classifier scores bysolving a regularized isotonic regression problem; the latter follows from a simple yet powerful abstraction of templateness on a page. Our extensive experiments on human-labeled test data show that our approachdetects templates effectively.