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  1. Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval (SIGIR '13)
  2. Fresh BrowseRank
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Riding the multimedia big data wave
Beliefs and biases in web search
Emerging topic detection for organizations from microblogs
Task-aware query recommendation
Aggregated search interface preferences in multi-session search tasks
An information-theoretic account of static index pruning
An unsupervised topic segmentation model incorporating word order
Looking ahead: query preview in exploratory search
Addressing cold-start in app recommendation: latent user models constructed from twitter followers
Personalized ranking model adaptation for web search
Time-aware point-of-interest recommendation
On the measurement of test collection reliability
Competence-based song recommendation
Utilizing query change for session search
Modeling click-through based word-pairs for web search
Personalized time-aware tweets summarization
An incremental approach to efficient pseudo-relevance feedback
Sentiment diversification with different biases
The effect of threshold priming and need for cognition on relevance calibration and assessment
Modeling term dependencies with quantum language models for IR
The impact of solid state drive on search engine cache management
A test collection for entity search in DBpedia
A weakly-supervised detection of entity central documents in a stream
Towards retrieving relevant information graphics
Exploiting semantics for improving clinical information retrieval
Is uncertain logical-matching equivalent to conditional probability?
Sopra: a new social personalized ranking function for improving web search
Document classification by topic labeling
Extractive summarisation via sentence removal: condensing relevant sentences into a short summary
A document rating system for preference judgements
Cumulative citation recommendation: classification vs. ranking
Ranking-oriented nearest-neighbor based method for automatic image annotation
Question retrieval with user intent
Effectiveness/efficiency tradeoffs for candidate generation in multi-stage retrieval architectures
Competition-based networks for expert finding
Using social annotations to enhance document representation for personalized search
Timeline generation with social attention
ThemeStreams: visualizing the stream of themes discussed in politics
Flex-BaseX: an XML engine with a flexible extension of Xquery full-text
Live nuggets extractor: a semi-automated system for text extraction and test collection creation
A framework for specific term recommendation systems
InfoLand: information lay-of-land for session search
A geolinguistic web application based on linked open data
Answering natural language queries over linked data graphs: a distributional semantics approach
SearchResultFinder: federated search made easy
Online matching of web content to closed captions in IntoNow
Demonstration of citation pattern analysis for plagiarism detection
Searching in the city of knowledge: challenges and recent developments
Workshop on benchmarking adaptive retrieval and recommender systems: BARS 2013
Beyond relevance: on novelty and diversity in tag recommendation
Improving search result summaries by using searcher behavior data
Pseudo test collections for training and tuning microblog rankers
Extracting query facets from search results
An effective implicit relevance feedback technique using affective, physiological and behavioural features
Document identifier reassignment and run-length-compressed inverted indexes for improved search performance
Semantic hashing using tags and topic modeling
News vertical search: when and what to display to users
A location-based news article recommendation with explicit localized semantic analysis
Ranking document clusters using markov random fields
Modeling user's receptiveness over time for recommendation
Deciding on an adjustment for multiplicity in IR experiments
A low rank structural large margin method for cross-modal ranking
Toward whole-session relevance: exploring intrinsic diversity in web search
Click model-based information retrieval metrics
Exploiting hybrid contexts for Tweet segmentation
Query expansion using path-constrained random walks
Term level search result diversification
User model-based metrics for offline query suggestion evaluation
Copulas for information retrieval
Faster upper bounding of intersection sizes
Author disambiguation by hierarchical agglomerative clustering with adaptive stopping criterion
Sentiment analysis of user comments for one-class collaborative filtering over ted talks
Hybrid retrieval approaches to geospatial music recommendation
Interpretation of coordinations, compound generation, and result fusion for query variants
Boosting novelty for biomedical information retrieval through probabilistic latent semantic analysis
Browse with a social web directory
Mining web search topics with diverse spatiotemporal patterns
Characterizing stages of a multi-session complex search task through direct and indirect query modifications
Relevance dimensions in preference-based IR evaluation
Tagcloud-based explanation with feedback for recommender systems
Linking transcribed conversational speech
Mapping queries to questions: towards understanding users' information needs
Estimating topical context by diverging from external resources
A study on the accuracy of Flickr's geotag data
The bag-of-repeats representation of documents
Explicit feedback in local search tasks
BATC: a benchmark for aggregation techniques in crowdsourcing
ProductSeeker: entity-based product retrieval for e-commerce
X-ENS: semantic enrichment of web search results at real-time
TweetMogaz: a news portal of tweets
A portable multilingual medical directory by automatic categorization of Wikipedia articles
TopicVis: a GUI for topic-based feedback and navigation
Removing the mismatch headache in XML keyword search
Match the news: a firefox extension for real-time news recommendation
A multilingual and multiplatform application for medicinal plants prescription from medical symptoms
Scalability and efficiency challenges in commercial web search engines
SIGIR 2013 workshop on modeling user behavior for information retrieval evaluation
Group-support for task-based information searching: a knowledge-based approach
How query cost affects search behavior
Learning latent friendship propagation networks with interest awareness for link prediction
Learning to personalize query auto-completion
How do users respond to voice input errors?: lexical and phonetic query reformulation in voice search
Fast document-at-a-time query processing using two-tier indexes
Incorporating popularity in topic models for social network analysis
Toward self-correcting search engines: using underperforming queries to improve search
Opportunity model for e-commerce recommendation: right product; right time
A novel TF-IDF weighting scheme for effective ranking
Query representation for cross-temporal information retrieval
Preference based evaluation measures for novelty and diversity
Learning to name faces: a multimodal learning scheme for search-based face annotation
Summaries, ranked retrieval and sessions: a unified framework for information access evaluation
Incorporating vertical results into search click models
Sumblr: continuous summarization of evolving tweet streams
Efficient query construction for large scale data
Search result diversification in resource selection for federated search
A general evaluation measure for document organization tasks
Taily: shard selection using the tail of score distributions
Cache-conscious performance optimization for similarity search
Document features predicting assessor disagreement
Modeling the uniqueness of the user preferences for recommendation systems
Leveraging viewer comments for mood classification of music video clips
Time-aware structured query suggestion
Learning to combine representations for medical records search
Who will retweet me?: finding retweeters in twitter
A novel topic model for automatic term extraction
Displaying relevance scores for search results
Composition of TF normalizations: new insights on scoring functions for ad hoc IR
Collaborative factorization for recommender systems
On contextual photo tag recommendation
From keywords to keyqueries: content descriptors for the web
Finding knowledgeable groups in enterprise corpora
Finding impressive social content creators: searching for SNS illustrators using feedback on motifs and impressions
An LDA-smoothed relevance model for document expansion: a case study for spoken document retrieval
Ranking explanatory sentences for opinion summarization
Spacious: an interactive mental search interface
Accurate and robust text detection: a step-in for text retrieval in natural scene images
Information seeking in digital cultural heritage with PATHS
YaLi: a crowdsourcing plug-in for NERD
Music similarity and retrieval
Internet advertising: theory and practice
Diversified relevance feedback
Search engine switching detection based on user personal preferences and behavior patterns
An experimental study on implicit social recommendation
Leveraging conceptual lexicon: query disambiguation using proximity information for patent retrieval
Mining touch interaction data on mobile devices to predict web search result relevance
Faster and smaller inverted indices with treaps
Topic hierarchy construction for the organization of multi-source user generated contents
Fighting search engine amnesia: reranking repeated results
Improve collaborative filtering through bordered block diagonal form matrices
Retrieving documents with mathematical content
Exploiting user feedback to learn to rank answers in q&a forums: a case study with stack overflow
Compact query term selection using topically related text
A mutual information-based framework for the analysis of information retrieval systems
A candidate filtering mechanism for fast top-k query processing on modern cpus
Exploring semi-automatic nugget extraction for Japanese one click access evaluation
Recommending personalized touristic sights using google places
Flat vs. hierarchical phrase-based translation models for cross-language information retrieval
Kinship contextualization: utilizing the preceding and following structural elements
A financial cost metric for result caching
Improving LDA topic models for microblogs via tweet pooling and automatic labeling
Studying page life patterns in dynamical web
The impact of intent selection on diversified search evaluation
RecSys for distributed events: investigating the influence of recommendations on visitor plans
The knowing camera: recognizing places-of-interest in smartphone photos
Commodity query by snapping
Neighbourhood preserving quantisation for LSH
Informational friend recommendation in social media
#trapped!: social media search system requirements for emergency management professionals
The cluster hypothesis in information retrieval
Exploration, navigation and retrieval of information in cultural heritage: ENRICH 2013
Segmentation strategies for passage retrieval in audio-visual documents
Report from the NTCIR-10 1CLICK-2 Japanese subtask: baselines, upperbounds and evaluation robustness
Optimizing top-n collaborative filtering via dynamic negative item sampling
Here and there: goals, activities, and predictions about location from geotagged queries
The cluster hypothesis for entity oriented search
A comparison of the optimality of statistical significance tests for information retrieval evaluation
Temporal variance of intents in multi-faceted event-driven information needs
Shame to be sham: addressing content-based grey hat search engine optimization
Entity linking and retrieval
SIGIR 2013 workshop on time aware information access (#TAIA2013)
Indexing and querying overlapping structures
Building a web test collection using social media
Query change as relevance feedback in session search
Self reinforcement for important passage retrieval
Assessor disagreement and text classifier accuracy
Pursuing insights about healthcare utilization via geocoded search queries
IRWR: incremental random walk with restart
Kernel-based learning to rank with syntactic and semantic structures
Workshop on health search and discovery: helping users and advancing medicine
A query and patient understanding framework for medical records search
Summary of the NTCIR-10 INTENT-2 task: subtopic mining and search result diversification
What can pictures tell us about web pages?: improving document search using images
Sequential testing in classifier evaluation yields biased estimates of effectiveness
Bias-variance decomposition of ir evaluation
Designing search usability
EuroHCIR2013: the 3rd European workshop on human-computer interaction and information retrieval
Semantic models for answer re-ranking in question answering
Is relevance hard work?: evaluating the effort of making relevant assessments
Estimating query representativeness for query-performance prediction
Relating retrievability, performance and length
An adaptive evidence weighting method for medical record search
Diversity and novelty in information retrieval
Task differentiation for personal search evaluation
Interoperability ranking for mobile applications
Fresh BrowseRank
Multimedia recommendation: technology and techniques
The role of current working context in professional search
Building test collections: an interactive tutorial for students and others without their own evaluation conference series
How far will you go?: characterizing and predicting online search stopping behavior using information scent and need for cognition
Effective approaches to retrieving and using expertise in social media

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Fresh BrowseRank

Content Provider ACM Digital Library
Author Zhukovskiy, Maxim Khropov, Andrei Gusev, Gleb Serdyukov, Pavel
Abstract In the last years, a lot of attention was attracted by the problem of page authority computation based on user browsing behavior. However, the proposed methods have a number of limitations. In particular, they run on a single snapshot of a user browsing graph ignoring substantially dynamic nature of user browsing activity, which makes such methods recency unaware. This paper proposes a new method for computing page importance, referred to as Fresh BrowseRank. The score of a page by our algorithm equals to the weight in a stationary distribution of a flexible random walk, which is controlled by recency-sensitive weights of vertices and edges. Our method generalizes some previous approaches, provides better capability for capturing the dynamics of the Web and users behavior, and overcomes essential limitations of BrowseRank. The experimental results demonstrate that our method enables to achieve more relevant and fresh ranking results than the classic BrowseRank.
Starting Page 1029
Ending Page 1032
Page Count 4
File Format PDF
ISBN 9781450320344
DOI 10.1145/2484028.2484186
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2013-07-28
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Learning Browserank Page authority Freshness Web search
Content Type Text
Resource Type Article
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