Randomized algorithms
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
WebBase: a repository of Web pages
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
Proceedings of the 11th international conference on World Wide Web
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
SimRank: a measure of structural-context similarity
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Extrapolation methods for accelerating PageRank computations
WWW '03 Proceedings of the 12th international conference on World Wide Web
Adaptive web search based on user profile constructed without any effort from users
Proceedings of the 13th international conference on World Wide Web
Efficient pagerank approximation via graph aggregation
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Fast discovery of connection subgraphs
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining the space of graph properties
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Local methods for estimating pagerank values
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Effect of different network analysis strategies on search engine re-ranking
CASCON '04 Proceedings of the 2004 conference of the Centre for Advanced Studies on Collaborative research
Link analysis ranking: algorithms, theory, and experiments
ACM Transactions on Internet Technology (TOIT)
A uniform approach to accelerated PageRank computation
WWW '05 Proceedings of the 14th international conference on World Wide Web
A personalized search engine based on web-snippet hierarchical clustering
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
On the feasibility of low-rank approximation for personalized PageRank
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Context-sensitive information retrieval using implicit feedback
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Using ODP metadata to personalize search
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Personalizing search via automated analysis of interests and activities
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Shuffling a stacked deck: the case for partially randomized ranking of search engine results
VLDB '05 Proceedings of the 31st international conference on Very large data bases
MailRank: using ranking for spam detection
Proceedings of the 14th ACM international conference on Information and knowledge management
Implicit user modeling for personalized search
Proceedings of the 14th ACM international conference on Information and knowledge management
ACM SIGKDD Explorations Newsletter
Efficient PageRank approximation via graph aggregation
Information Retrieval
Topical TrustRank: using topicality to combat web spam
Proceedings of the 15th international conference on World Wide Web
To randomize or not to randomize: space optimal summaries for hyperlink analysis
Proceedings of the 15th international conference on World Wide Web
Retroactive answering of search queries
Proceedings of the 15th international conference on World Wide Web
Automatic identification of user interest for personalized search
Proceedings of the 15th international conference on World Wide Web
Divide and conquer approach for efficient pagerank computation
ICWE '06 Proceedings of the 6th international conference on Web engineering
Using web-graph distance for relevance feedback in web search
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
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 dynamics and their ramifications for the development of web search engines
Computer Networks: The International Journal of Computer and Telecommunications Networking - Web dynamics
Core algorithms in the CLEVER system
ACM Transactions on Internet Technology (TOIT)
Learning to rank networked entities
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
ACM Transactions on Internet Technology (TOIT)
Link spam detection based on mass estimation
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Computing customized page ranks
ACM Transactions on Internet Technology (TOIT)
Summarizing local context to personalize global web search
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Interest-based personalized search
ACM Transactions on Information Systems (TOIS)
Personalized mining of web documents using link structures and fuzzy concept networks
Applied Soft Computing
The link-prediction problem for social networks
Journal of the American Society for Information Science and Technology
Web projections: learning from contextual subgraphs of the web
Proceedings of the 16th international conference on World Wide Web
Dynamic personalized pagerank in entity-relation graphs
Proceedings of the 16th international conference on World Wide Web
A large-scale evaluation and analysis of personalized search strategies
Proceedings of the 16th international conference on World Wide Web
Privacy-enhancing personalized web search
Proceedings of the 16th international conference on World Wide Web
Comparing apples and oranges: normalized pagerank for evolving graphs
Proceedings of the 16th international conference on World Wide Web
Making database systems usable
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Learning random walks to rank nodes in graphs
Proceedings of the 24th international conference on Machine learning
Personalized query expansion for the web
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Mining User preference using Spy voting for search engine personalization
ACM Transactions on Internet Technology (TOIT)
Supporting intelligent Web search
ACM Transactions on Internet Technology (TOIT)
Combinatorial algorithms for web search engines: three success stories
SODA '07 Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms
Computing pagerank in a distributed internet search system
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Objectrank: authority-based keyword search in databases
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Measuring article quality in wikipedia: models and evaluation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Web search personalization with ontological user profiles
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Mining web multi-resolution community-based popularity for information retrieval
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
RankMass crawler: a crawler with high personalized pagerank coverage guarantee
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Authority-based keyword search in databases
ACM Transactions on Database Systems (TODS)
Personalized Web Search Using Probabilistic Query Expansion
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
A personalized search engine based on Web-snippet hierarchical clustering
Software—Practice & Experience
Entropy of search logs: how hard is search? with personalization? with backoff?
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
DirichletRank: Solving the zero-one gap problem of PageRank
ACM Transactions on Information Systems (TOIS)
A survey on distributed approaches to graph based reputation measures
Proceedings of the 2nd international conference on Performance evaluation methodologies and tools
Personalized information retrieval based on context and ontological knowledge
The Knowledge Engineering Review
Fast algorithms for topk personalized pagerank queries
Proceedings of the 17th international conference on World Wide Web
EigenRank: a ranking-oriented approach to collaborative filtering
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Automatically identifying localizable queries
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Semantic impact graphs for information valuation
Proceedings of the eighth ACM symposium on Document engineering
Communities in Large Networks: Identification and Ranking
Algorithms and Models for the Web-Graph
Traps and Pitfalls of Topic-Biased PageRank
Algorithms and Models for the Web-Graph
Representing and Quantifying Rank - Change for the Web Graph
Algorithms and Models for the Web-Graph
Robust PageRank and locally computable spam detection features
AIRWeb '08 Proceedings of the 4th international workshop on Adversarial information retrieval on the web
DBPubs: multidimensional exploration of database publications
Proceedings of the VLDB Endowment
Local approximation of pagerank and reverse pagerank
Proceedings of the 17th ACM conference on Information and knowledge management
Modeling multi-step relevance propagation for expert finding
Proceedings of the 17th ACM conference on Information and knowledge management
Personalized ranking for digital libraries based on log analysis
Proceedings of the 10th ACM workshop on Web information and data management
Speeding up algorithms on compressed web graphs
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Search personalization through query and page topical analysis
User Modeling and User-Adapted Interaction
Cluster Based Personalized Search
WAW '09 Proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph
Incremental learning to rank with partially-labeled data
Proceedings of the 2009 workshop on Web Search Click Data
Query suggestions using query-flow graphs
Proceedings of the 2009 workshop on Web Search Click Data
An online blog reading system by topic clustering and personalized ranking
ACM Transactions on Internet Technology (TOIT)
CARES: a ranking-oriented CADAL recommender system
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Grocery shopping recommendations based on basket-sensitive random walk
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Entropy-biased models for query representation on the click graph
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
PageRank: Functional dependencies
ACM Transactions on Information Systems (TOIS)
From "Dango" to "Japanese Cakes": Query Reformulation Models and Patterns
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Post-rank reordering: resolving preference misalignments between search engines and end users
Proceedings of the 18th ACM conference on Information and knowledge management
Proceedings of the 18th ACM conference on Information and knowledge management
The graph neural network model
IEEE Transactions on Neural Networks
Towards a graph-based user profile modeling for a session-based personalized search
Knowledge and Information Systems
IPHITS: An Incremental Latent Topic Model for Link Structure
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
An Exploratory Study on Using Social Information Networks for Flexible Literature Access
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
TripleRank: Ranking Semantic Web Data by Tensor Decomposition
ISWC '09 Proceedings of the 8th International Semantic Web Conference
ACM Transactions on Computer-Human Interaction (TOCHI)
An axiomatic approach to personalized ranking systems
Journal of the ACM (JACM)
Detecting sharp drops in PageRank and a simplified local partitioning algorithm
TAMC'07 Proceedings of the 4th international conference on Theory and applications of models of computation
Personalized search on the world wide web
The adaptive web
Towards rich query interpretation: walking back and forth for mining query templates
Proceedings of the 19th international conference on World wide web
Mining advertiser-specific user behavior using adfactors
Proceedings of the 19th international conference on World wide web
Using polynomial chaos to compute the influence of multiple random surfers in the PageRank model
WAW'07 Proceedings of the 5th international conference on Algorithms and models for the web-graph
Local computation of PageRank contributions
WAW'07 Proceedings of the 5th international conference on Algorithms and models for the web-graph
Local partitioning for directed graphs using PageRank
WAW'07 Proceedings of the 5th international conference on Algorithms and models for the web-graph
Blog classification using tags: an empirical study
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Multimedia data mining and searching through dynamic index evolution
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
The general extrapolation formula for acceleration PageRank computations
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Using social networks to distort users' profiles generated by web search engines
Computer Networks: The International Journal of Computer and Telecommunications Networking
Social network document ranking
Proceedings of the 10th annual joint conference on Digital libraries
Data & Knowledge Engineering
Inferring document utility via a decision-making based retrieval model
International Journal of Knowledge-based and Intelligent Engineering Systems
PlayerRating: a reputation system for multiplayer online games
Proceedings of the 8th Annual Workshop on Network and Systems Support for Games
Comparable entity mining from comparative questions
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
CiteData: a new multi-faceted dataset for evaluating personalized search performance
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
A structured approach to query recommendation with social annotation data
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Predicting short-term interests using activity-based search context
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Exploiting user interests for collaborative filtering: interests expansion via personalized ranking
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
ACM Transactions on Information Systems (TOIS)
Dependable filtering: Philosophy and realizations
ACM Transactions on Information Systems (TOIS)
Where to crawl next for focused crawlers
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV
Retrieving top-k prestige-based relevant spatial web objects
Proceedings of the VLDB Endowment
A user-oriented splog filtering based on a machine learning
BlogTalk'08/09 Proceedings of the 2008/2009 international conference on Social software: recent trends and developments in social software
Dynamic context-sensitive PageRank for expertise mining
SocInfo'10 Proceedings of the Second international conference on Social informatics
Fast incremental and personalized PageRank
Proceedings of the VLDB Endowment
Relevance propagation model for large hypertext document collections
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Topical semantics of twitter links
Proceedings of the fourth ACM international conference on Web search and data mining
Supervised random walks: predicting and recommending links in social networks
Proceedings of the fourth ACM international conference on Web search and data mining
Extrapolation to speed-up query-dependent link analysis ranking algorithms
Proceedings of the 8th International Conference on Frontiers of Information Technology
Computing information value from RDF graph properties
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Context-sensitive ranking for document retrieval
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Assessing and ranking structural correlations in graphs
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Fast personalized PageRank on MapReduce
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Query reformulation mining: models, patterns, and applications
Information Retrieval
Index design and query processing for graph conductance search
The VLDB Journal — The International Journal on Very Large Data Bases
Inferring and using location metadata to personalize web search
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
The static absorbing model for the web
Journal of Web Engineering
Ontology-driven personalized query refinement
Journal of Web Engineering
Diversity in ranking via resistive graph centers
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Quick detection of top-k personalized pagerank lists
WAW'11 Proceedings of the 8th international conference on Algorithms and models for the web graph
Dirichlet pagerank and trust-based ranking algorithms
WAW'11 Proceedings of the 8th international conference on Algorithms and models for the web graph
Multiplicative approximations of random walk transition probabilities
APPROX'11/RANDOM'11 Proceedings of the 14th international workshop and 15th international conference on Approximation, randomization, and combinatorial optimization: algorithms and techniques
A human-centric runtime framework for mixed service-oriented systems
Distributed and Parallel Databases
Search behavior-driven training for result re-ranking
TPDL'11 Proceedings of the 15th international conference on Theory and practice of digital libraries: research and advanced technology for digital libraries
Personalized PageRank vectors for tag recommendations: inside FolkRank
Proceedings of the fifth ACM conference on Recommender systems
Link prediction: the power of maximal entropy random walk
Proceedings of the 20th ACM international conference on Information and knowledge management
Expertise ranking using activity and contextual link measures
Data & Knowledge Engineering
Finding and ranking knowledge on the semantic web
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
A neural network approach to web graph processing
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Learning parameters in entity relationship graphs from ranking preferences
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Using hyperlink features to personalize web search
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Searching the web through user information spaces
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
MFCRank: a web ranking algorithm based on correlation of multiple features
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
The compass filter: search engine result personalization using web communities
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
A personalized graph-based document ranking model using a semantic user profile
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Mobile web profiling: a study of off-portal surfing habits of mobile users
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
A path-based approach for web page retrieval
World Wide Web
Personalized search results with user interest hierarchies learnt from bookmarks
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Contextual search: issues and challenges
USAB'11 Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health
Information transfer in social media
Proceedings of the 21st international conference on World Wide Web
DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems
Survey on web spam detection: principles and algorithms
ACM SIGKDD Explorations Newsletter
Approximate computation and implicit regularization for very large-scale data analysis
PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
MaskIt: privately releasing user context streams for personalized mobile applications
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Towards effective partition management for large graphs
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Relevance search in heterogeneous networks
Proceedings of the 15th International Conference on Extending Database Technology
On supervised mining of dynamic content-based networks1
Statistical Analysis and Data Mining
Efficient personalized pagerank with accuracy assurance
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Query-Independent learning to rank for RDF entity search
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Review of bisonet abstraction techniques
Bisociative Knowledge Discovery
An open framework for multi-source, cross-domain personalisation with semantic interest graphs
Proceedings of the sixth ACM conference on Recommender systems
A sublinear time algorithm for pagerank computations
WAW'12 Proceedings of the 9th international conference on Algorithms and Models for the Web Graph
Ranking and sparsifying a connection graph
WAW'12 Proceedings of the 9th international conference on Algorithms and Models for the Web Graph
Feature selection for link prediction
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Evaluating geo-social influence in location-based social networks
Proceedings of the 21st ACM international conference on Information and knowledge management
SonetRank: leveraging social networks to personalize search
Proceedings of the 21st ACM international conference on Information and knowledge management
Regularization-based solution of the PageRank problem for large matrices
Automation and Remote Control
A survey on proximity measures for social networks
Search Computing
Information-theoretic measures of influence based on content dynamics
Proceedings of the sixth ACM international conference on Web search and data mining
Faster Ranking Using Extrapolation Techniques
International Journal of Computer Vision and Image Processing
Tailoring recommendations to groups of users: a graph walk-based approach
Proceedings of the 2013 international conference on Intelligent user interfaces
Efficient ad-hoc search for personalized PageRank
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Root cause detection in a service-oriented architecture
Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems
Combining content and quality indicators in ranking ambiguous query results on Flickr
ADC '12 Proceedings of the Twenty-Third Australasian Database Conference - Volume 124
Searching for interestingness in Wikipedia and Yahoo!: answers
Proceedings of the 22nd international conference on World Wide Web companion
The Journal of Machine Learning Research
Adaptive visualization for exploratory information retrieval
Information Processing and Management: an International Journal
Accurate and scalable nearest neighbors in large networks based on effective importance
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Incorporating the surfing behavior of web users into pagerank
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Penguins in sweaters, or serendipitous entity search on user-generated content
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
DrunkardMob: billions of random walks on just a PC
Proceedings of the 7th ACM conference on Recommender systems
Location recommendation in location-based social networks using user check-in data
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Personalised web search using ACO with information scent
International Journal of Knowledge and Web Intelligence
Semantic contextual advertising based on the open directory project
ACM Transactions on the Web (TWEB)
Incremental and accuracy-aware personalized pagerank through scheduled approximation
Proceedings of the VLDB Endowment
Ranking in heterogeneous social media
Proceedings of the 7th ACM international conference on Web search and data mining
On the embeddability of random walk distances
Proceedings of the VLDB Endowment
Fast iterative graph computation with block updates
Proceedings of the VLDB Endowment
A Monte Carlo algorithm for cold start recommendation
Proceedings of the 23rd international conference on World wide web
Personalized search in digital libraries via spreading activation model
Web Intelligence and Agent Systems
A multi-criteria ranking framework for partner selection in scientific collaboration environments
Decision Support Systems
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Recent web search techniques augment traditional text matching with a global notion of "importance" based on the linkage structure of the web, such as in Google's PageRank algorithm. For more refined searches, this global notion of importance can be specialized to create personalized views of importance--for example, importance scores can be biased according to a user-specified set of initially-interesting pages. Computing and storing all possible personalized views in advance is impractical, as is computing personalized views at query time, since the computation of each view requires an iterative computation over the web graph. We present new graph-theoretical results, and a new technique based on these results, that encode personalized views as partial vectors. Partial vectors are shared across multiple personalized views, and their computation and storage costs scale well with the number of views. Our approach enables incremental computation, so that the construction of personalized views from partial vectors is practical at query time. We present efficient dynamic programming algorithms for computing partial vectors, an algorithm for constructing personalized views from partial vectors, and experimental results demonstrating the effectiveness and scalability of our techniques.