The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
IR evaluation methods for retrieving highly relevant documents
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Effective site finding using link anchor information
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Introduction to Modern Information Retrieval
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Optimizing search engines using clickthrough data
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SimRank: a measure of structural-context similarity
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Statistical Models for Co-occurrence Data
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A uniform approach to accelerated PageRank computation
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ICML '05 Proceedings of the 22nd international conference on Machine learning
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Beyond PageRank: machine learning for static ranking
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Using annotations in enterprise search
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Improving web search ranking by incorporating user behavior information
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Ontologies are us: a unified model of social networks and semantics
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Information retrieval in folksonomies: search and ranking
ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
Annotation consensus: implications for passage recommendation in scientific literature
Proceedings of the eighteenth conference on Hypertext and hypermedia
Using social annotations to improve language model for information retrieval
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Can social bookmarking improve web search?
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
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Plurality: a context-aware personalized tagging system
Proceedings of the 17th international conference on World Wide Web
Socialtrust: tamper-resilient trust establishment in online communities
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Exploring folksonomy for personalized search
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Comments-oriented document summarization: understanding documents with readers' feedback
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Efficient top-k querying over social-tagging networks
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To tag or not to tag -: harvesting adjacent metadata in large-scale tagging systems
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
How Useful Are Tags? -- An Empirical Analysis of Collaborative Tagging for Web Page Recommendation
PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics
Can Social Tagging Improve Web Image Search?
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Personalizing Navigation in Folksonomies Using Hierarchical Tag Clustering
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Provenance, Trust, and Sharing in Peer-to-Peer Case-Based Web Search
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Ontology-Based Deep Web Data Sources Selection
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Personalized recommendation in social tagging systems using hierarchical clustering
Proceedings of the 2008 ACM conference on Recommender systems
Making SENSE: socially enhanced search and exploration
Proceedings of the VLDB Endowment
Can all tags be used for search?
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A method to predict social annotations
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Ranking in folksonomy systems: can context help?
Proceedings of the 17th ACM conference on Information and knowledge management
Managing collaborative feedback information for distributed retrieval
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From Web 1.0 to Web 2.0 and back -: how did your grandma use to tag?
Proceedings of the 10th ACM workshop on Web information and data management
The benefit of additional semantics in folksonomy systems
Proceedings of the 2nd PhD workshop on Information and knowledge management
Tag data and personalized information retrieval
Proceedings of the 2008 ACM workshop on Search in social media
The Art of Tagging: Measuring the Quality of Tags
ASWC '08 Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web
The Metadata Triumvirate: Social Annotations, Anchor Texts and Search Queries
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Exploring Feedback Models in Interactive Tagging
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Ranking Web Pages from User Perspectives of Social Bookmarking Sites
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Link Mining for a Social Bookmarking Web Site
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Tag Normalization and Prediction for Effective Social Media Retrieval
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Improving music genre classification using collaborative tagging data
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TC-SocialRank: Ranking the Social Web
WAW '09 Proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph
Evaluating similarity measures for emergent semantics of social tagging
Proceedings of the 18th international conference on World wide web
Search result re-ranking based on gap between search queries and social tags
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Playful tagging: folksonomy generation using online games
Proceedings of the 18th international conference on World wide web
Social search and discovery using a unified approach
Proceedings of the 18th international conference on World wide web
Quality Evaluation of Search Results by Typicality and Speciality of Terms Extracted from Wikipedia
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
A Ranking Method for Web Search Using Social Bookmarks
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Multi-Agent Based Web Search with Heterogeneous Semantics
Agent Computing and Multi-Agent Systems
iScope: personalized multi-modality image search for mobile devices
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Social search and discovery using a unified approach
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Context-based ranking in folksonomies
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Ontology-Based Service Discovery Front-End Interface for GloServ
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
How the Web Is Changing the Way We Trust
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A statistical comparison of tag and query logs
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Tag Based Collaborative Filtering for Recommender Systems
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Getting the most out of social annotations for web page classification
Proceedings of the 9th ACM symposium on Document engineering
Ubiquitous Personal Study: a framework for supporting information access and sharing
Personal and Ubiquitous Computing
Internet portals' strategic utilization of UCC and Web 2.0 Ecology
Decision Support Systems
Effective Keyword Search for Software Resources Installed in Large-Scale Grid Infrastructures
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Personalized Recommender Systems Integrating Social Tags and Item Taxonomy
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Latent dirichlet allocation for tag recommendation
Proceedings of the third ACM conference on Recommender systems
The SocialTrust framework for trusted social information management: Architecture and algorithms
Information Sciences: an International Journal
sDoc: exploring social wisdom for document enhancement in web mining
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Event detection from flickr data through wavelet-based spatial analysis
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A study of information retrieval on accumulative social descriptions using the generation features
Proceedings of the 18th ACM conference on Information and knowledge management
User-induced links in collaborative tagging systems
Proceedings of the 18th ACM conference on Information and knowledge management
Personalized social search based on the user's social network
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Who tags the tags?: a framework for bookmark weighting
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Integrating visual and semantic contexts for topic network generation and word sense disambiguation
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A content-based method to enhance tag recommendation
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Improved search for socially annotated data
Proceedings of the VLDB Endowment
Exploiting Social Tagging Profiles to Personalize Web Search
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Challenges in Personalizing and Decentralizing the Web: An Overview of GOSSPLE
SSS '09 Proceedings of the 11th International Symposium on Stabilization, Safety, and Security of Distributed Systems
Exploiting User Feedback to Improve Semantic Web Service Discovery
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Social Tagging for Personalized Web Search
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
SocialSearchBrowser: a novel mobile search and information discovery tool
Proceedings of the 15th international conference on Intelligent user interfaces
Web search personalization via social bookmarking and tagging
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
An unsupervised model for exploring hierarchical semantics from social annotations
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
GroupMe! - where semantic web meets web 2.0
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
A comparison of social bookmarking with traditional search
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
A vector space approach to tag cloud similarity ranking
Information Processing Letters
Connecting users and items with weighted tags for personalized item recommendations
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Community-based ranking of the social web
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Capturing implicit user influence in online social sharing
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Using semantic technologies in digital libraries: a roadmap to quality evaluation
ECDL'09 Proceedings of the 13th European conference on Research and advanced technology for digital libraries
Social network document ranking
Proceedings of the 10th annual joint conference on Digital libraries
Web Semantics: Science, Services and Agents on the World Wide Web
A combined approach for evaluating papers, authors and scientific journals
Journal of Computational and Applied Mathematics
Exploring the use of labels to shortcut search trails
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Inferring user intent in web search by exploiting social annotations
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
A probabilistic model for personalized tag prediction
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Improving annotation categorization performance through integrated social annotation computation
Expert Systems with Applications: An International Journal
The task-dependent effect of tags and ratings on social media access
ACM Transactions on Information Systems (TOIS)
Context comparison of bursty events in web search and online media
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Personalized search by tag-based user profile and resource profile in collaborative tagging systems
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Improving web search relevance and freshness with content previews
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Exploiting tag and word correlations for improved webpage clustering
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
A weighted tag similarity measure based on a collaborative weight model
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
Survey on social tagging techniques
ACM SIGKDD Explorations Newsletter
Semantic grounding of hybridization for tag recommendation
WAIM'10 Proceedings of the 11th international conference on Web-age information management
Evaluating truthfulness of modifiers attached to web entity names
WAIM'10 Proceedings of the 11th international conference on Web-age information management
Improving search in tag-based systems with automatically extracted keywords
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
Ranking algorithm by contacts priority for social communication systems
ruSMART/NEW2AN'10 Proceedings of the Third conference on Smart Spaces and next generation wired, and 10th international conference on Wireless networking
Exploring social annotation tags to enhance information retrieval performance
AMT'10 Proceedings of the 6th international conference on Active media technology
Journal of Information Science
Social bookmark weighting for search and recommendation
The VLDB Journal — The International Journal on Very Large Data Bases
A recommender system based on tag and time information for social tagging systems
Expert Systems with Applications: An International Journal
Rethinking the semantic annotation of services
ICSOC/ServiceWave'09 Proceedings of the 2009 international conference on Service-oriented computing
A clustering method of bloggers based on social annotations
International Journal of Business Intelligence and Data Mining
Learning to annotate scientific publications
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Tag recommendation based on Bayesian principle
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Towards a theory model for product search
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A folksonomy-based recommendation system for the sensor web
W2GIS'11 Proceedings of the 10th international conference on Web and wireless geographical information systems
CiteRank: combination similarity and static ranking with research paper searching
International Journal of Internet Technology and Secured Transactions
A Bayesian network approach to context sensitive query expansion
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A semantic clustering-based approach for searching and browsing tag spaces
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Recommendation-based editor for business process modeling
Data & Knowledge Engineering
Personalized resource search by tag-based user profile and resource profile
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Folksonomy-boosted social media search and ranking
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Tags in domain-specific sites: new information?
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The detection of scene features in Flickr
ICWL'10 Proceedings of the 2010 international conference on New horizons in web-based learning
Mining tags using social endorsement networks
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Social annotation in query expansion: a machine learning approach
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Personalized social query expansion using social bookmarking systems
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Latent subject-centered modeling of collaborative tagging: An application in social search
ACM Transactions on Management Information Systems (TMIS)
Leveraging collaborative filtering to tag-based personalized search
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Analyzing cross-system user modeling on the social web
ICWE'11 Proceedings of the 11th international conference on Web engineering
Topic-based ranking in Folksonomy via probabilistic model
Artificial Intelligence Review
Measuring social tag confidence: is it a good or bad tag?
WAIM'11 Proceedings of the 12th international conference on Web-age information management
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Node-first causal network extraction for trend analysis based on web mining
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Find, new, copy, web, page - tagging for the (re-)discovery of web pages
TPDL'11 Proceedings of the 15th international conference on Theory and practice of digital libraries: research and advanced technology for digital libraries
Folksonomy-based personalized search and ranking in social media services
Information Systems
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Fusing Recommendations for Social Bookmarking Web Sites
International Journal of Electronic Commerce
Interactive tutoring of cooking activities with personalized multimedia recipe search
MTDL '11 Proceedings of the third international ACM workshop on Multimedia technologies for distance learning
Adaptive ranking of search results by considering user's comprehension
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Social media filtering based on collaborative tagging in semantic space
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ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Using weighted tagging to facilitate enterprise search
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Updating broken web links: An automatic recommendation system
Information Processing and Management: an International Journal
A path-based approach for web page retrieval
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Minersoft: Software retrieval in grid and cloud computing infrastructures
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Context-Aware personalized search based on user and resource profiles in folksonomies
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
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APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
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Social annotations: utility and prediction modeling
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A social inverted index for social-tagging-based information retrieval
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International Journal of Web Engineering and Technology
Using wordnet-based neighborhood for improving social tag recommendation
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ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Improving large-scale search engines with semantic annotations
Expert Systems with Applications: An International Journal
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WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Document Re-ranking Using Partial Social Tagging
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Topic based photo set retrieval using user annotated tags
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Social semantic query expansion
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iHypR: Prominence ranking in networks of collaborations with hyperedges1
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Social linkage and ranking model for tags-based resources
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Artificial Intelligence Review
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Hi-index | 0.01 |
This paper explores the use of social annotations to improve websearch. Nowadays, many services, e.g. del.icio.us, have been developed for web users to organize and share their favorite webpages on line by using social annotations. We observe that the social annotations can benefit web search in two aspects: 1) the annotations are usually good summaries of corresponding webpages; 2) the count of annotations indicates the popularity of webpages. Two novel algorithms are proposed to incorporate the above information into page ranking: 1) SocialSimRank (SSR)calculates the similarity between social annotations and webqueries; 2) SocialPageRank (SPR) captures the popularity of webpages. Preliminary experimental results show that SSR can find the latent semantic association between queries and annotations, while SPR successfully measures the quality (popularity) of a webpage from the web users' perspective. We further evaluate the proposed methods empirically with 50 manually constructed queries and 3000 auto-generated queries on a dataset crawledfrom delicious. Experiments show that both SSR and SPRbenefit web search significantly.