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
Predicting the performance of linearly combined IR systems
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
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
SALSA: the stochastic approach for link-structure analysis
ACM Transactions on Information Systems (TOIS)
Effective site finding using link anchor information
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Stable algorithms for link analysis
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
Query clustering using user logs
ACM Transactions on Information Systems (TOIS)
Mining the Web's Link Structure
Computer
Learning to Probabilistically Identify Authoritative Documents
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Toward a unification of text and link analysis
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Object-level ranking: bringing order to Web objects
WWW '05 Proceedings of the 14th international conference on World Wide Web
SimFusion: measuring similarity using unified relationship matrix
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Improving web search results using affinity graph
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Hyperlink analysis on the world wide web
Proceedings of the sixteenth ACM conference on Hypertext and hypermedia
Ranking web objects from multiple communities
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Web projections: learning from contextual subgraphs of the web
Proceedings of the 16th international conference on World Wide Web
Identifying User Goals from Web Search Results
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
A formal model of annotations of digital content
ACM Transactions on Information Systems (TOIS)
Shine: search heterogeneous interrelated entities
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Dr. Searcher and Mr. Browser: a unified hyperlink-click graph
Proceedings of the 17th ACM conference on Information and knowledge management
Summarization of social activity over time: people, actions and concepts in dynamic networks
Proceedings of the 17th ACM conference on Information and knowledge management
Tag recommendations in social bookmarking systems
AI Communications
BEIRA: An Area-based User Interface for Map Services
World Wide Web
Improving product review search experiences on general search engines
Proceedings of the 11th International Conference on Electronic Commerce
The 3A contextual ranking system: simultaneously recommending actors, assets, and group activities
Proceedings of the third ACM conference on Recommender systems
Social tagging in recommender systems: a survey of the state-of-the-art and possible extensions
Artificial Intelligence Review
BEIRA: a geo-semantic clustering method for area summary
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Ontology emergence from folksonomies
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Visual-semantic graphs: using queries to reduce the semantic gap in web image retrieval
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
The social bookmark and publication management system bibsonomy
The VLDB Journal — The International Journal on Very Large Data Bases
Topic-driven multi-type citation network analysis
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
MultiRank: co-ranking for objects and relations in multi-relational data
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient semi-supervised learning on locally informative multiple graphs
Pattern Recognition
Finding and ranking knowledge on the semantic web
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Trend detection in folksonomies
SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
Information retrieval in folksonomies: search and ranking
ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
SimFusion+: extending simfusion towards efficient estimation on large and dynamic networks
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Semantically sampling in heterogeneous social networks
Proceedings of the 22nd international conference on World Wide Web companion
iHypR: Prominence ranking in networks of collaborations with hyperedges1
ACM Transactions on Knowledge Discovery from Data (TKDD)
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Web link analysis has proven to be a significant enhancement for quality based web search. Most existing links can be classified into two categories: intra-type links (e.g., web hyperlinks), which represent the relationship of data objects within a homogeneous data type (web pages), and inter-type links (e.g., user browsing log) which represent the relationship of data objects across different data types (users and web pages). Unfortunately, most link analysis research only considers one type of link. In this paper, we propose a unified link analysis framework, called "link fusion", which considers both the inter- and intra- type link structure among multiple-type inter-related data objects and brings order to objects in each data type at the same time. The PageRank and HITS algorithms are shown to be special cases of our unified link analysis framework. Experiments on an instantiation of the framework that makes use of the user data and web pages extracted from a proxy log show that our proposed algorithm could improve the search effectiveness over the HITS and DirectHit algorithms by 24.6% and 38.2% respectively.