Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
Functional specification of time-sensitive communicating systems
ACM Transactions on Software Engineering and Methodology (TOSEM)
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Modern Information Retrieval
Scaling personalized web search
WWW '03 Proceedings of the 12th international conference on World Wide Web
The link prediction problem for social networks
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Query and content suggestion based on latent interest and topic class
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Mining the space of graph properties
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
TSSP: A Reinforcement Algorithm to Find Related Papers
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Finding Related Pages Using the Link Structure of the WWW
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Optimizing web search using web click-through data
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Scaling link-based similarity search
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
Information retrieval based on collaborative filtering with latent interest semantic map
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Iteratively clustering web images based on link and attribute reinforcements
Proceedings of the 13th annual ACM international conference on Multimedia
Neighborhood Formation and Anomaly Detection in Bipartite Graphs
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
ACM SIGKDD Explorations Newsletter
Relevance search and anomaly detection in bipartite graphs
ACM SIGKDD Explorations Newsletter
Reinforcing Web-object Categorization Through Interrelationships
Data Mining and Knowledge Discovery
Discovering missing links in Wikipedia
Proceedings of the 3rd international workshop on Link discovery
To randomize or not to randomize: space optimal summaries for hyperlink analysis
Proceedings of the 15th international conference on World Wide Web
PageSim: a novel link-based measure of web page aimilarity
Proceedings of the 15th international conference on World Wide Web
Contextual search and name disambiguation in email using graphs
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Latent semantic analysis for multiple-type interrelated data objects
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Center-piece subgraphs: problem definition and fast solutions
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Event detection from evolution of click-through data
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
ACM Transactions on Internet Technology (TOIT)
LinkClus: efficient clustering via heterogeneous semantic links
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Exploiting asymmetry in hierarchical topic extraction
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
The link-prediction problem for social networks
Journal of the American Society for Information Science and Technology
Optimizing web search using social annotations
Proceedings of the 16th international conference on World Wide Web
Practical Algorithms and Lower Bounds for Similarity Search in Massive Graphs
IEEE Transactions on Knowledge and Data Engineering
A probabilistic framework for relational clustering
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Using position, fonts and cited references to retrieve scientific documents
Journal of Information Science
User-assisted similarity estimation for searching related web pages
Proceedings of the eighteenth conference on Hypertext and hypermedia
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Leveraging semantic technologies for enterprise search
Proceedings of the ACM first Ph.D. workshop in CIKM
Shine: search heterogeneous interrelated entities
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
People search: Searching people sharing similar interests from the Web
Journal of the American Society for Information Science and Technology
Learning to rank typed graph walks: local and global approaches
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
DBconnect: mining research community on DBLP data
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Towards a unified approach to document similarity search using manifold-ranking of blocks
Information Processing and Management: an International Journal
Simrank++: query rewriting through link analysis of the clickgraph (poster)
Proceedings of the 17th international conference on World Wide Web
On content-driven search-keyword suggesters for literature digital libraries
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Document similarity based on concept tree distance
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Optimizing query rewrites for keyword-based advertising
Proceedings of the 9th ACM conference on Electronic commerce
Fast incremental proximity search in large graphs
Proceedings of the 25th international conference on Machine learning
Efficient semi-streaming algorithms for local triangle counting in massive graphs
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Overview of INEX 2007 Link the Wiki Track
Focused Access to XML Documents
S-SimRank: Combining Content and Link Information to Cluster Papers Effectively and Efficiently
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
A Comparative Study of Correlation Measurements for Searching Similar Tags
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Simrank++: query rewriting through link analysis of the click graph
Proceedings of the VLDB Endowment
Accuracy estimate and optimization techniques for SimRank computation
Proceedings of the VLDB Endowment
Trust transferability among similar contexts
Proceedings of the 4th ACM symposium on QoS and security for wireless and mobile networks
Learning latent semantic relations from clickthrough data for query suggestion
Proceedings of the 17th ACM 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
Refining Pairwise Similarity Matrix for Cluster Ensemble Problem with Cluster Relations
DS '08 Proceedings of the 11th International Conference on Discovery Science
Semantic and Event-Based Approach for Link Prediction
PAKM '08 Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management
Growing Fields of Interest - Using an Expand and Reduce Strategy for Domain Model Extraction
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Cross-Situation Trust Reasoning
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Social recommendations of content and metadata
Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
Query suggestions using query-flow graphs
Proceedings of the 2009 workshop on Web Search Click Data
RankClus: integrating clustering with ranking for heterogeneous information network analysis
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Sponsored ad-based similarity: an approach to mining collective advertiser intelligence
Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising
Improvements of HITS Algorithms for Spam Links
IEICE - Transactions on Information and Systems
Mining Research Communities in Bibliographical Data
Advances in Web Mining and Web Usage Analysis
An Adaptive Method for the Efficient Similarity Calculation
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Using Link-Based Content Analysis to Measure Document Similarity Effectively
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
DepRank: A Probabilistic Measure of Dependence via Heterogeneous Links
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Exploiting the Block Structure of Link Graph for Efficient Similarity Computation
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Audience selection for on-line brand advertising: privacy-friendly social network targeting
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Ranking-based clustering of heterogeneous information networks with star network schema
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Relating web pages to enable information-gathering tasks
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Intelligent hybrid approach to false identity detection
Proceedings of the 12th International Conference on Artificial Intelligence and Law
Api hyperlinking via structural overlap
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
A Neighborhood Search Method for Link-Based Tag Clustering
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Calculating Similarity Efficiently in a Small World
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
QueryTrans: Finding Similar Queries Based on Query Trace Graph
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Applying relevant set correlation clustering to multi-criteria recommender systems
Proceedings of the third ACM conference on Recommender systems
sDoc: exploring social wisdom for document enhancement in web mining
Proceedings of the 18th ACM conference on Information and knowledge management
P-Rank: a comprehensive structural similarity measure over information networks
Proceedings of the 18th ACM conference on Information and knowledge management
MatchSim: a novel neighbor-based similarity measure with maximum neighborhood matching
Proceedings of the 18th ACM conference on Information and knowledge management
Trust relationship prediction using online product review data
Proceedings of the 1st ACM international workshop on Complex networks meet information & knowledge management
A graphical framework for contextual search and name disambiguation in email
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Marking student programs using graph similarity
Computers & Education
Graph clustering based on structural/attribute similarities
Proceedings of the VLDB Endowment
Mining Heterogeneous Information Networks by Exploring the Power of Links
DS '09 Proceedings of the 12th International Conference on Discovery Science
ASWC '09 Proceedings of the 4th Asian Conference on The Semantic Web
A graph-theoretic algorithm for automatic extension of translation lexicons
GEMS '09 Proceedings of the Workshop on Geometrical Models of Natural Language Semantics
Semi-supervised OWA aggregation for link-based similarity evaluation and alias detection
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Accuracy estimate and optimization techniques for SimRank computation
The VLDB Journal — The International Journal on Very Large Data Bases
Automatic word sense disambiguation based on document networks
Programming and Computing Software
Fast computation of SimRank for static and dynamic information networks
Proceedings of the 13th International Conference on Extending Database Technology
Electricity based external similarity of categorical attributes
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Improvements of HITS algorithms for spam links
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
A link-based similarity measure for scientific literature
Proceedings of the 19th international conference on World wide web
Social group suggestion from user image collections
Proceedings of the 19th international conference on World wide web
iRIN: image retrieval in image-rich information networks
Proceedings of the 19th international conference on World wide web
Manipulation-resistant reputations using hitting time
WAW'07 Proceedings of the 5th international conference on Algorithms and models for the web-graph
Making more wikipedians: facilitating semantics reuse for wikipedia authoring
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Exploring the power of heuristics and links in multi-relational data mining
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Discovering semantic similarity association in semantic search system
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
Mining knowledge from databases: an information network analysis approach
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Co-citations as citation endorsements and co-links as link endorsements
Journal of Information Science
Proceedings of the 15th ACM symposium on Access control models and technologies
Multiple relationship based deduplication
Proceedings of the Fourth SIGMOD PhD Workshop on Innovative Database Research
Enhancing link-based similarity through the use of non-numerical labels and prior information
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Query similarity by projecting the query-flow graph
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Closed form solution of similarity algorithms
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Fast nearest-neighbor search in disk-resident graphs
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Parallel SimRank computation on large graphs with iterative aggregation
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
On community outliers and their efficient detection in information networks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient algorithms for large-scale local triangle counting
ACM Transactions on Knowledge Discovery from Data (TKDD)
Improving annotation categorization performance through integrated social annotation computation
Expert Systems with Applications: An International Journal
Crowdsourcing and service delivery
IBM Journal of Research and Development
Structural semantic relatedness: a knowledge-based method to named entity disambiguation
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Sentiment translation through lexicon induction
ACLstudent '10 Proceedings of the ACL 2010 Student Research Workshop
Model comparison with GenericDiff
Proceedings of the IEEE/ACM international conference on Automated software engineering
Transitive node similarity for link prediction in social networks with positive and negative links
Proceedings of the fourth ACM conference on Recommender systems
Spam detection with a content-based random-walk algorithm
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
ACM Transactions on Information Systems (TOIS)
Trust estimation using contextual fitness
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part I
Taming computational complexity: efficient and parallel simrank optimizations on undirected graphs
WAIM'10 Proceedings of the 11th international conference on Web-age information management
A novel approach to compute similarities and its application to item recommendation
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Disclosing false identity through hybrid link analysis
Artificial Intelligence and Law
Collection-based sparse label propagation and its application on social group suggestion from photos
ACM Transactions on Intelligent Systems and Technology (TIST)
Clustering Large Attributed Graphs: A Balance between Structural and Attribute Similarities
ACM Transactions on Knowledge Discovery from Data (TKDD)
A structure-based similarity spreading approach for ontology matching
SUM'10 Proceedings of the 4th international conference on Scalable uncertainty management
A fast two-stage algorithm for computing SimRank and its extensions
WAIM'10 Proceedings of the 2010 international conference on Web-age information management
Recommendation of similar users, resources and social networks in a Social Internetworking Scenario
Information Sciences: an International Journal
Let web spammers expose themselves
Proceedings of the fourth ACM international conference on Web search and data mining
dbrec: music recommendations using DBpedia
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II
A linguistically grounded graph model for bilingual lexicon extraction
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Sentiment translation through multi-edge graphs
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
SITAC: discovering semantically identical temporally altering concepts in text archives
Proceedings of the 14th International Conference on Extending Database Technology
Finding the bias and prestige of nodes in networks based on trust scores
Proceedings of the 20th international conference on World wide web
Efficient link-based clustering in a large scaled blog network
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
Journal of Information Science
Mining and visualizing developer networks from version control systems
Proceedings of the 4th International Workshop on Cooperative and Human Aspects of Software Engineering
CollabSeer: a search engine for collaboration discovery
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Capturing missing edges in social networks using vertex similarity
Proceedings of the sixth international conference on Knowledge capture
Ontology and instance matching
Knowledge-driven multimedia information extraction and ontology evolution
SFViz: interest-based friends exploration and recommendation in social networks
Proceedings of the 2011 Visual Information Communication - International Symposium
Axiomatic ranking of network role similarity
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Pairwise similarity calculation of information networks
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
ASAP: towards accurate, stable and accelerative penetrating-rank estimation on large graphs
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Page importance computation based on Markov processes
Information Retrieval
A situation-aware computational trust model for selecting partners
Transactions on computational collective intelligence V
A methodology for mining document-enriched heterogeneous information networks
DS'11 Proceedings of the 14th international conference on Discovery science
Enhance web pages genre identification using neighboring pages
WISE'11 Proceedings of the 12th international conference on Web information system engineering
SISP: a new framework for searching the informative subgraph based on PSO
Proceedings of the 20th ACM international conference on Information and knowledge management
Effective retrieval of resources in folksonomies using a new tag similarity measure
Proceedings of the 20th ACM international conference on Information and knowledge management
Link prediction: the power of maximal entropy random walk
Proceedings of the 20th ACM international conference on Information and knowledge management
Structural link analysis and prediction in microblogs
Proceedings of the 20th ACM international conference on Information and knowledge management
Finding information nebula over large networks
Proceedings of the 20th ACM international conference on Information and knowledge management
Selecting related terms in query-logs using two-stage SimRank
Proceedings of the 20th ACM international conference on Information and knowledge management
Exploratory search over social-medical data
Proceedings of the 20th ACM international conference on Information and knowledge management
Knowledge propagation in large image databases using neighborhood information
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Exploring latent class information for image retrieval using the bag-of-feature model
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Block-based similarity search on the web using manifold-ranking
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Distributed calculation of pagerank using strongly connected components
IICS'05 Proceedings of the 5th international conference on Innovative Internet Community Systems
iWed: an integrated multigraph cut-based approach for detecting events from a website
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
IRFCF: iterative rating filling collaborative filtering algorithm
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
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
Mining diversity on social media networks
Multimedia Tools and Applications
Analysis of implicit relations on wikipedia: measuring strength through mining elucidatory objects
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I
A scalable randomized method to compute link-based similarity rank on the web graph
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
Updating broken web links: An automatic recommendation system
Information Processing and Management: an International Journal
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
Applying associative relationship on the clickthrough data to improve web search
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
Leveraging personal photos to inferring friendships in social network services
Expert Systems with Applications: An International Journal
A space and time efficient algorithm for SimRank computation
World Wide Web
An experimental study on unsupervised graph-based word sense disambiguation
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Towards expressive exploratory search over entity-relationship data
Proceedings of the 21st international conference companion on World Wide Web
Survey on web spam detection: principles and algorithms
ACM SIGKDD Explorations Newsletter
Discovering missing links in networks using vertex similarity measures
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Relevance search in heterogeneous networks
Proceedings of the 15th International Conference on Extending Database Technology
Predicting recent links in FOAF networks
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Fast and accurate link prediction in social networking systems
Journal of Systems and Software
Generalized framework for personalized recommendations in agent networks
Autonomous Agents and Multi-Agent Systems
Efficient personalized pagerank with accuracy assurance
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
SenSim: sentence similarity based on the concept of relevance
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Retrieving similar discussion forum threads: a structure based approach
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
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
Delta-SimRank computing on MapReduce
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
On the efficiency of estimating penetrating rank on large graphs
SSDBM'12 Proceedings of the 24th international conference on Scientific and Statistical Database Management
Biomine: a network-structured resource of biological entities for link prediction
Bisociative Knowledge Discovery
Taxonomy-based query-dependent schemes for profile similarity measurement
Proceedings of the 1st Joint International Workshop on Entity-Oriented and Semantic Search
Measuring tie strength in implicit social networks
Proceedings of the 3rd Annual ACM Web Science Conference
Targeted and scalable information dissemination in a distributed reputation mechanism
Proceedings of the seventh ACM workshop on Scalable trusted computing
PathRank: Ranking nodes on a heterogeneous graph for flexible hybrid recommender systems
Expert Systems with Applications: An International Journal
Feature selection for link prediction
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Recommendations using linked data
Proceedings of the 5th Ph.D. workshop on Information and knowledge
The semantic GrowBag algorithm: automatically deriving categorization systems
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Improved publication scores for online digital libraries via research pyramids
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Submodular video hashing: a unified framework towards video pooling and indexing
Proceedings of the 20th ACM international conference on Multimedia
A method for determining ontology-based semantic relevance
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
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
Trust prediction via aggregating heterogeneous social networks
Proceedings of the 21st ACM international conference on Information and knowledge management
User guided entity similarity search using meta-path selection in heterogeneous information 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
Ontology querying support in semantic annotation process
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Learning query and document similarities from click-through bipartite graph with metadata
Proceedings of the sixth ACM international conference on Web search and data mining
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
E-rank: A Structural-Based Similarity Measure in Social Networks
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Link Prediction Using BenefitRanks in Weighted Networks
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Text clustering using one-mode projection of document-word bipartite graphs
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Discovering social media experts by integrating social networks and contents
ADC '12 Proceedings of the Twenty-Third Australasian Database Conference - Volume 124
Learning latent friendship propagation networks with interest awareness for link prediction
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
IRWR: incremental random walk with restart
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
The predictive value of young and old links in a social network
Proceedings of the ACM SIGMOD Workshop on Databases and Social Networks
Annotation propagation in image databases using similarity graphs
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
A proximity-based fallback model for hybrid web recommender systems
Proceedings of the 22nd international conference on World Wide Web companion
Does social contact matter?: modelling the hidden web of trust underlying twitter
Proceedings of the 22nd international conference on World Wide Web companion
ASCOS: an asymmetric network structure COntext similarity measure
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
QUBiC: An adaptive approach to query-based recommendation
Journal of Intelligent Information Systems
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
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
Image retrieval based on augmented relational graph representation
Applied Intelligence
On exploiting content and citations together to compute similarity of scientific papers
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
QBEES: query by entity examples
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Recommending program committee candidates for academic conferences
Proceedings of the 2013 workshop on Computational scientometrics: theory & applications
Scalable similarity estimation in social networks: closeness, node labels, and random edge lengths
Proceedings of the first ACM conference on Online social networks
Call me maybe: understanding nature and risks of sharing mobile numbers on online social networks
Proceedings of the first ACM conference on Online social networks
On combining text-based and link-based similarity measures for scientific papers
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Analyzing future communities in growing citation networks
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
Ranking-based name matching for author disambiguation in bibliographic data
Proceedings of the 2013 KDD Cup 2013 Workshop
Scalable and axiomatic ranking of network role similarity
ACM Transactions on Knowledge Discovery from Data (TKDD) - Casin special issue
From biological to social networks: Link prediction based on multi-way spectral clustering
Data & Knowledge Engineering
Efficient simrank-based similarity join over large graphs
Proceedings of the VLDB Endowment
International Journal of Web Based Communities
Social trust prediction using rank-k matrix recovery
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
iHypR: Prominence ranking in networks of collaborations with hyperedges1
ACM Transactions on Knowledge Discovery from Data (TKDD)
Social trust prediction using heterogeneous networks
ACM Transactions on Knowledge Discovery from Data (TKDD)
Pairwise similarity for cluster ensemble problem: link-based and approximate approaches
Transactions on Large-Scale Data- and Knowledge-centered systems IX
On building entity recommender systems using user click log and freebase knowledge
Proceedings of the 7th ACM international conference on Web search and data mining
Ranking in heterogeneous social media
Proceedings of the 7th ACM international conference on Web search and data mining
Personalized entity recommendation: a heterogeneous information network approach
Proceedings of the 7th ACM international conference on Web search and data mining
Computing paper similarity based on latent dirichlet allocation
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Tag-Saliency: Combining bottom-up and top-down information for saliency detection
Computer Vision and Image Understanding
Efficient identifications of structural similarities for graphs
Journal of Combinatorial Optimization
Building trust from context similarity measures
Computer Standards & Interfaces
Measuring similarity of graph nodes by neighbor matching
Intelligent Data Analysis
Evolving networks: Eras and turning points
Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
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The problem of measuring "similarity" of objects arises in many applications, and many domain-specific measures have been developed, e.g., matching text across documents or computing overlap among item-sets. We propose a complementary approach, applicable in any domain with object-to-object relationships, that measures similarity of the structural context in which objects occur, based on their relationships with other objects. Effectively, we compute a measure that says "two objects are similar if they are related to similar objects:" This general similarity measure, called SimRank, is based on a simple and intuitive graph-theoretic model. For a given domain, SimRank can be combined with other domain-specific similarity measures. We suggest techniques for efficient computation of SimRank scores, and provide experimental results on two application domains showing the computational feasibility and effectiveness of our approach.