The sciences of the artificial (3rd ed.)
The sciences of the artificial (3rd ed.)
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
On power-law relationships of the Internet topology
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
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
Proceedings of the 11th international conference on World Wide Web
Modern Information Retrieval
Applying the Site Information to the Information Retrieval from the Web
WISE '02 Proceedings of the 3rd International Conference on Web Information Systems Engineering
Web Structure, Dynamics and Page Quality
SPIRE 2002 Proceedings of the 9th International Symposium on String Processing and Information Retrieval
Using PageRank to Characterize Web Structure
COCOON '02 Proceedings of the 8th Annual International Conference on Computing and Combinatorics
Who Links to Whom: Mining Linkage between Web Sites
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
Proceedings of the 13th international conference on World Wide Web
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Efficient pagerank approximation via graph aggregation
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Building implicit links from content for forum search
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Web Appearance Disambiguation of Personal Names Based on Network Motif
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
FRank: a ranking method with fidelity loss
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
AdaRank: a boosting algorithm for information retrieval
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
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)
Query-level loss functions for information retrieval
Information Processing and Management: an International Journal
Multi-document summarization using cluster-based link analysis
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Swarming to rank for information retrieval
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Learning to Rank for Information Retrieval
Foundations and Trends in Information Retrieval
Nonlinear static-rank computation
Proceedings of the 18th ACM conference on Information and knowledge management
Fighting link spam with a two-stage ranking strategy
ECIR'07 Proceedings of the 29th European conference on IR research
Modeling the web as a hypergraph to compute page reputation
Information Systems
Structural approach to design user interface
Computers in Industry
LETOR: A benchmark collection for research on learning to rank for information retrieval
Information Retrieval
Polysemous verb classification using subcategorization acquisition and graph-based clustering
LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
RankDE: learning a ranking function for information retrieval using differential evolution
Proceedings of the 13th annual conference on Genetic and evolutionary computation
A new approach for verifying URL uniqueness in web crawlers
SPIRE'11 Proceedings of the 18th international conference on String processing and information retrieval
Exploiting link analysis with a three-layer web structure model
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Mining the “Voice of the Customer” for Business Prioritization
ACM Transactions on Intelligent Systems and Technology (TIST)
Learning to select a ranking function
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Hierarchical link analysis for ranking web data
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Index ordering by query-independent measures
Information Processing and Management: an International Journal
LBSNRank: personalized pagerank on location-based social networks
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
An adaptive learning automata-based ranking function discovery algorithm
Journal of Intelligent Information Systems
An adaptive learning to rank algorithm: Learning automata approach
Decision Support Systems
Using site-level connections to estimate link confidence
Journal of the American Society for Information Science and Technology
Benchmarking link analysis ranking methods in assistive environments
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
NCDawareRank: a novel ranking method that exploits the decomposable structure of the web
Proceedings of the sixth ACM international conference on Web search and data mining
Applying reinforcement learning for web pages ranking algorithms
Applied Soft Computing
Exploiting click logs for adaptive intranet navigation
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Popularity-based relevance propagation
Journal of Web Engineering
Enhanced Information Retrieval by Exploiting Recommender Techniques in Cluster-Based Link Analysis
Proceedings of the 2013 Conference on the Theory of Information Retrieval
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Link analysis algorithms have been extensively used in Web information retrieval. However, current link analysis algorithms generally work on a flat link graph, ignoring the hierarchal structure of the Web graph. They often suffer from two problems: the sparsity of link graph and biased ranking of newly-emerging pages. In this paper, we propose a novel ranking algorithm called Hierarchical Rank as a solution to these two problems, which considers both the hierarchical structure and the link structure of the Web. In this algorithm, Web pages are first aggregated based on their hierarchical structure at directory, host or domain level and link analysis is performed on the aggregated graph. Then, the importance of each node on the aggregated graph is distributed to individual pages belong to the node based on the hierarchical structure. This algorithm allows the importance of linked Web pages to be distributed in the Web page space even when the space is sparse and contains new pages. Experimental results on the .GOV collection of TREC 2003 and 2004 show that hierarchical ranking algorithm consistently outperforms other well-known ranking algorithms, including the PageRank, BlockRank and LayerRank. In addition, experimental results show that link aggregation at the host level is much better than link aggregation at either the domain or directory levels.