The nature of statistical learning theory
The nature of statistical learning theory
Inferring Web communities from link topology
Proceedings of the ninth ACM conference on Hypertext and hypermedia : links, objects, time and space---structure in hypermedia systems: links, objects, time and space---structure in hypermedia systems
Improved algorithms for topic distillation in a hyperlinked environment
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Automatic resource compilation by analyzing hyperlink structure and associated text
WWW7 Proceedings of the seventh international conference on World Wide Web 7
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Learning to remove Internet advertisements
Proceedings of the third annual conference on Autonomous Agents
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
Does “authority” mean quality? predicting expert quality ratings of Web documents
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
The stochastic approach for link-structure analysis (SALSA) and the TKC effect
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
Proceedings of the 10th international conference on World Wide Web
Enhanced topic distillation using text, markup tags, and hyperlinks
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Modifications of Kleinberg's HITS algorithm using matrix exponentiation and web log records
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 11th international conference on World Wide Web
Entropy-based link analysis for mining web informative structures
Proceedings of the eleventh international conference on Information and knowledge management
Improving pseudo-relevance feedback in web information retrieval using web page segmentation
WWW '03 Proceedings of the 12th international conference on World Wide Web
Learning block importance models for web pages
Proceedings of the 13th international conference on World Wide Web
Extracting content structure for web pages based on visual representation
APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
Hierarchical clustering of WWW image search results using visual, textual and link information
Proceedings of the 12th annual ACM international conference on Multimedia
Learning important models for web page blocks based on layout and content analysis
ACM SIGKDD Explorations Newsletter
Object-level ranking: bringing order to Web objects
WWW '05 Proceedings of the 14th international conference on World Wide Web
Exploiting the hierarchical structure for link analysis
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Relevance weighting for query independent evidence
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
As we may perceive: inferring logical documents from hypertext
Proceedings of the sixteenth ACM conference on Hypertext and hypermedia
Template detection for large scale search engines
Proceedings of the 2006 ACM symposium on Applied computing
Topical link analysis for web search
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
A system for query-specific document summarization
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Clustering and searching WWW images using link and page layout analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Proceedings of the 16th international conference on World Wide Web
Measuring similarity to detect qualified links
AIRWeb '07 Proceedings of the 3rd international workshop on Adversarial information retrieval on the web
Ranking by community relevance
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
DirichletRank: Solving the zero-one gap problem of PageRank
ACM Transactions on Information Systems (TOIS)
Towards a unified approach to document similarity search using manifold-ranking of blocks
Information Processing and Management: an International Journal
User oriented link function classification
Proceedings of the 17th international conference on World Wide Web
Separate and inequal: preserving heterogeneity in topical authority flows
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Granular modeling of web documents: impact on information retrieval systems
Proceedings of the 10th ACM workshop on Web information and data management
Webpage understanding: beyond page-level search
ACM SIGMOD Record
Extracting article text from the web with maximum subsequence segmentation
Proceedings of the 18th international conference on World wide web
Looking into the past to better classify web spam
Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web
PathRank: Web Page Retrieval with Navigation Path
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Selective Application of Query-Independent Features in Web Information Retrieval
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Counting ancestors to estimate authority
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
From whence does your authority come?: utilizing community relevance in ranking
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Mining city landmarks from blogs by graph modeling
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Using Naming Authority to Rank Data and Ontologies for Web Search
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Associated pagerank: improved pagerank measured by frequent term sets
VECIMS'09 Proceedings of the 2009 IEEE international conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems
Pagerank algorithm improvement by page relevance measurement
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Visual block link analysis for image re-ranking
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Language models for web object retrieval
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
CETR: content extraction via tag ratios
Proceedings of the 19th international conference on World wide web
An effective method supporting data extraction and schema recognition on deep web
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
Exploiting locality of Wikipedia links in entity ranking
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
A site-ranking algorithm for a small group of sites
ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
Latent visual context analysis for image re-ranking
Proceedings of the ACM International Conference on Image and Video Retrieval
Freshness matters: in flowers, food, and web authority
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Capturing page freshness for web search
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Automatically documenting program changes
Proceedings of the IEEE/ACM international conference on Automated software engineering
Automatic selection of print-worthy content for enhanced web page printing experience
Proceedings of the 10th ACM symposium on Document engineering
Entity ranking in Wikipedia: utilising categories, links and topic difficulty prediction
Information Retrieval
Expert Systems with Applications: An International Journal
SPIRE'10 Proceedings of the 17th international conference on String processing and information retrieval
Time-weighted web authoritative ranking
Information Retrieval
Latent visual context learning for web image applications
Pattern Recognition
A site oriented method for segmenting web pages
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Searching and browsing Linked Data with SWSE: The Semantic Web Search Engine
Web Semantics: Science, Services and Agents on the World Wide Web
Block-based similarity search on the web using manifold-ranking
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Exploiting link analysis with a three-layer web structure model
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Block-based language modeling approach towards web search
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Mining neighbors' topicality to better control authority flow
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
A path-based approach for web page retrieval
World Wide Web
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
LBSNRank: personalized pagerank on location-based social networks
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Combination of document structure and links for multimedia object retrieval
Journal of Information Science
Web news extraction via path ratios
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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Link Analysis has shown great potential in improving the performance of web search. PageRank and HITS are two of the most popular algorithms. Most of the existing link analysis algorithms treat a web page as a single node in the web graph. However, in most cases, a web page contains multiple semantics and hence the web page might not be considered as the atomic node. In this paper, the web page is partitioned into blocks using the vision-based page segmentation algorithm. By extracting the page-to-block, block-to-page relationships from link structure and page layout analysis, we can construct a semantic graph over the WWW such that each node exactly represents a single semantic topic. This graph can better describe the semantic structure of the web. Based on block-level link analysis, we proposed two new algorithms, Block Level PageRank and Block Level HITS, whose performances we study extensively using web data.