Node ranking in labeled directed graphs
Proceedings of the thirteenth ACM international conference on Information and knowledge management
A Web Surfer Model Incorporating Topic Continuity
IEEE Transactions on Knowledge and Data Engineering
Connections: using context to enhance file search
Proceedings of the twentieth ACM symposium on Operating systems principles
Co-authorship networks in the digital library research community
Information Processing and Management: an International Journal - Special issue: Infometrics
To randomize or not to randomize: space optimal summaries for hyperlink analysis
Proceedings of the 15th international conference on World Wide Web
ACM Transactions on Internet Technology (TOIT)
A probabilistic relevance propagation model for hypertext retrieval
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Interest-based personalized search
ACM Transactions on Information Systems (TOIS)
The link-prediction problem for social networks
Journal of the American Society for Information Science and Technology
Anchor-based proximity measures
Proceedings of the 16th international conference on World Wide Web
Personalized social & real-time collaborative search
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
Can social bookmarking enhance search in the web?
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Peer-to-Peer in Metric Space and Semantic Space
IEEE Transactions on Knowledge and Data Engineering
Search engine ranking efficiency evaluation tool
ACM SIGCSE Bulletin
MNav: A Markov Model-Based Web Site Navigability Measure
IEEE Transactions on Software Engineering
RankMass crawler: a crawler with high personalized pagerank coverage guarantee
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
A recommender system based on local random walks and spectral methods
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Smoothing document language models with probabilistic term count propagation
Information Retrieval
Proceedings of the 17th international conference on World Wide Web
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
An Architectural Paradigm for Collaborative Semantic Indexing of Multimedia Data Objects
VISUAL '08 Proceedings of the 10th international conference on Visual Information Systems: Web-Based Visual Information Search and Management
Robust PageRank and locally computable spam detection features
AIRWeb '08 Proceedings of the 4th international workshop on Adversarial information retrieval on the web
Local approximation of pagerank and reverse pagerank
Proceedings of the 17th ACM conference on Information and knowledge management
The benefit of additional semantics in folksonomy systems
Proceedings of the 2nd PhD workshop on Information and knowledge management
Web page classification: Features and algorithms
ACM Computing Surveys (CSUR)
Query based optimal web site clustering using simulated annealing
Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
Speeding up algorithms on compressed web graphs
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Cluster Based Personalized Search
WAW '09 Proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph
A Recommender System Based on Local Random Walks and Spectral Methods
Advances in Web Mining and Web Usage Analysis
International Journal of Human-Computer Studies
Finding related pages using Green measures: an illustration with Wikipedia
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
A model for collective strategy diffusion in agent social law evolution
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
FriendSensing: recommending friends using mobile phones
Proceedings of the third ACM conference on Recommender systems
Computational community interest for ranking
Proceedings of the 18th ACM conference on Information and knowledge management
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
Co-authorship networks in the digital library research community
Information Processing and Management: an International Journal - Special issue: Infometrics
Pagerank algorithm improvement by page relevance measurement
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
A document-sensitive graph model for multi-document summarization
Knowledge and Information Systems
CCRM: an effective algorithm for mining commodity information from threaded Chinese customer reviews
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
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
Towards improving web search by utilizing social bookmarks
ICWE'07 Proceedings of the 7th international conference on Web engineering
Mining advertiser-specific user behavior using adfactors
Proceedings of the 19th international conference on World wide web
Stochastic models for tabbed browsing
Proceedings of the 19th international conference on World wide web
Distribution of PageRank mass among principle components of the web
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
Fuzzy web surfer models: theory and experiments
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Multimedia data mining and searching through dynamic index evolution
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Incorporating usage information into average-clicks algorithm
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
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
Network as a computer: ranking paths to find flows
CSR'08 Proceedings of the 3rd international conference on Computer science: theory and applications
Social network document ranking
Proceedings of the 10th annual joint conference on Digital libraries
Information Systems Research
Fast query execution for retrieval models based on path-constrained random walks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
ADC '10 Proceedings of the Twenty-First Australasian Conference on Database Technologies - Volume 104
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
An information theoretic web site navigability classification
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
WebRank: a hybrid page scoring approach based on social network analysis
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Extrapolation to speed-up query-dependent link analysis ranking algorithms
Proceedings of the 8th International Conference on Frontiers of Information Technology
Composing near-optimal expert teams: a trade-off between skills and connectivity
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems - Volume Part I
Proceedings of the 20th international conference companion on World wide web
Extraction and geographical navigation of important historical events in the web
W2GIS'11 Proceedings of the 10th international conference on Web and wireless geographical information systems
Rational Research model for ranking semantic entities
Information Sciences: an International Journal
Time-weighted web authoritative ranking
Information Retrieval
Toward a semantic granularity model for domain-specific information retrieval
ACM Transactions on Information Systems (TOIS)
Implicit association via crowd-sourced coselection
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Collective entity linking in web text: a graph-based method
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Journal of Biomedical Informatics
Axiomatic ranking of network role similarity
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Dirichlet pagerank and trust-based ranking algorithms
WAW'11 Proceedings of the 8th international conference on Algorithms and models for the web graph
Using a Wikipedia-based semantic relatedness measure for document clustering
TextGraphs-6 Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing
ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
Combining visual and textual modalities for multimedia ontology matching
SAMT'10 Proceedings of the 5th international conference on Semantic and digital media technologies
Unifying guilt-by-association approaches: theorems and fast algorithms
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Personalized PageRank vectors for tag recommendations: inside FolkRank
Proceedings of the fifth ACM conference on Recommender systems
"Tell me more": finding related items from user provided feedback
DS'11 Proceedings of the 14th international conference on Discovery science
Subject-based extraction of a latent blog community
Information Sciences: an International Journal
RELIN: relatedness and informativeness-based centrality for entity summarization
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
Summarizing web forum threads based on a latent topic propagation process
Proceedings of the 20th ACM international conference on Information and knowledge management
Location-based context retrieval and filtering
LoCA'06 Proceedings of the Second international conference on Location- and Context-Awareness
Discriminating biased web manipulations in terms of link oriented measures
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
Quality and Leniency in Online Collaborative Rating Systems
ACM Transactions on the Web (TWEB)
Can visible cues in search results indicate vendors' reliability?
Decision Support Systems
Effective filtering for collaborative publishing
WINE'05 Proceedings of the First international conference on Internet and Network Economics
Concurrent agent social strategy diffusion with the unification trend
PRIMA'06 Proceedings of the 9th Pacific Rim international conference on Agent Computing and Multi-Agent Systems
Proceedings of the Symposium on Eye Tracking Research and Applications
Intelligent Social Media Indexing and Sharing Using an Adaptive Indexing Search Engine
ACM Transactions on Intelligent Systems and Technology (TIST)
Friendship prediction and homophily in social media
ACM Transactions on the Web (TWEB)
Parallelization of pagerank on multicore processors
ICDCIT'12 Proceedings of the 8th international conference on Distributed Computing and Internet Technology
Document hierarchies from text and links
Proceedings of the 21st international conference on World Wide Web
DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems
A comparative survey of Personalised Information Retrieval and Adaptive Hypermedia techniques
Information Processing and Management: an International Journal
Evaluating PageRank methods for structural sense ranking in labeled tree data
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Extracting tailored protein complexes from protein-protein interaction networks
IPCAT'12 Proceedings of the 9th international conference on Information Processing in Cells and Tissues
Competitivity groups on social network sites
Mathematical and Computer Modelling: An International Journal
Finding trendsetters in information networks
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Querying provenance for ranking and recommending
TaPP'12 Proceedings of the 4th USENIX conference on Theory and Practice of Provenance
PROBABILISTIC MODELS FOR FOCUSED WEB CRAWLING
Computational Intelligence
Co-transfer learning via joint transition probability graph based method
Proceedings of the 1st International Workshop on Cross Domain Knowledge Discovery in Web and Social Network Mining
A sublinear time algorithm for pagerank computations
WAW'12 Proceedings of the 9th international conference on Algorithms and Models for the Web Graph
Blog distillation via sentiment-sensitive link analysis
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
The CQC algorithm: cycling in graphs to semantically enrich and enhance a bilingual dictionary
Journal of Artificial Intelligence Research
PathRank: Ranking nodes on a heterogeneous graph for flexible hybrid recommender systems
Expert Systems with Applications: An International Journal
Constructing a reliable Web graph with information on browsing behavior
Decision Support Systems
PathRank: a novel node ranking measure on a heterogeneous graph for recommender systems
Proceedings of the 21st ACM international conference on Information and knowledge management
Computing text semantic relatedness using the contents and links of a hypertext encyclopedia
Artificial Intelligence
An in-browser microblog ranking engine
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Multimedia ontology matching by using visual and textual modalities
Multimedia Tools and Applications
P4-simsaas: policy specification for Multi-Tendency simulation software-as-a-service model
Proceedings of the Winter Simulation Conference
Personalizing atypical web search sessions
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
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
Not Every Friend on a Social Network Can be Trusted: An Online Trust Indexing Algorithm
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Assessing relevance and trust of the deep web sources and results based on inter-source agreement
ACM Transactions on the Web (TWEB)
Full-text and topic based authorrank and enhanced publication ranking
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Graph based techniques for tag cloud generation
Proceedings of the 24th ACM Conference on Hypertext and Social Media
Journal of Web Engineering
Proceedings of the 22nd international conference on World Wide Web companion
"You know because I know": a multidimensional network approach to human resources problem
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Learning from the crowd: an evolutionary mutual reinforcement model for analyzing events
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
The Journal of Machine Learning Research
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
Journal of Biomedical Informatics
Which app will you use next?: collaborative filtering with interactional context
Proceedings of the 7th ACM conference on Recommender systems
QBEES: query by entity examples
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Tag cloud generation for results of multiple keywords queries
ICWE'13 Proceedings of the 13th international conference on Web Engineering
Criteria of query-independent page significance in geospatial web search
Proceedings of the 7th Workshop on Geographic Information Retrieval
Incremental and accuracy-aware personalized pagerank through scheduled approximation
Proceedings of the VLDB Endowment
Pagerank with priors: an influence propagation perspective
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Automatic extraction of relevant video shots of specific actions exploiting Web data
Computer Vision and Image Understanding
Social-oriented visual image search
Computer Vision and Image Understanding
Agreement based source selection for the multi-topic deep web integration
Proceedings of the 17th International Conference on Management of Data
Hi-index | 0.00 |
The original PageRank algorithm for improving the ranking of search-query results computes a single vector, using the link structure of the Web, to capture the relative “importance” of Web pages, independent of any particular search query. To yield more accurate search results, we propose computing a set of PageRank vectors, biased using a set of representative topics, to capture more accurately the notion of importance with respect to a particular topic. For ordinary keyword search queries, we compute the topic-sensitive PageRank scores for pages satisfying the query using the topic of the query keywords. For searches done in context (e.g., when the search query is performed by highlighting words in a Web page), we compute the topic-sensitive PageRank scores using the topic of the context in which the query appeared. By using linear combinations of these (precomputed) biased PageRank vectors to generate context-specific importance scores for pages at query time, we show that we can generate more accurate rankings than with a single, generic PageRank vector. We describe techniques for efficiently implementing a large-scale search system based on the topic-sensitive PageRank scheme.