Temáticas e artigos propostos
Spatio-Temporal Information Retrieval
- Spatio-Temporal models for estimating click-through rates
- Clustering and Exploring Search Results using Timeline Constructions
- The design and implementation of SPIRIT: A spatially aware search engine for information retrieval on the Internet
- Discovering evolutionary theme patterns from text: an exploration of temporal text mining
- Temporal document retrieval model for business news archives
- The wisdom of the few: a collaborative filtering approach based on expert opinions from the web
- Formal models for expert finding in enterprise corpora
- Non-local evidence for expert finding
- Modeling multi-step relevance propagation for expert finding
- Multi-aspect expertise matching for review assignment
- A proximity language model for information retrieval
- Positional language models for information retrieval
- Semi-Parametric and Non-parametric Term Weighting for Information Retrieval
- Navigating in the Dark: Modeling Uncertainty in Ad Hoc Retrieval Using Multiple Relevance Models
- Approximating true relevance distribution from a mixture model based on irrelevance data
- Statistical Language Models for Information Retrieval : A Critical Review
- On rank correlation and the distance between rankings
- Towards methods for the collective gathering and quality control of relevance assessments
- Ranking retrieval systems without relevance judgments
- A comparison of statistical significance tests for information retrieval evaluation
- Retrieval evaluation with incomplete information
- Estimating average precision with incomplete and imperfect judgments
- Performance prediction using spatial autocorrelation
- Exploiting underrepresented query aspects for automatic query expansion
- Query-dependent ranking using k-nearest neighbor
- Context-aware query classification
- Query dependent pseudo-relevance feedback based on wikipedia
- Building Bridges for Web Query Classification
- A 2-poisson model for probabilistic coreference of named entities for improved text retrieval
- Question Answering from the World Wide Web using Knowledge Annotation and Knowledge Mining Techniques
- A classification-based approach to question answering in discussion boards
- Ranking community answers by modeling question-answer relationships via analogical reasoning
- Quality-aware collaborative question answering: methods and evaluation
User Interfaces and Result Presentation for Information Retrieval
Cross-Lingual and Multi-Lingual Information Retrieval
- Extending query translation to cross-language query expansion with markov chain models
- Statistical query translation models for cross-language information retrieval
- The effect of translation quality in MT-based cross-language information retrieval
- Embedding web-based statistical translation models in cross-language information retrieval
- A maximum coherence model for dictionary-based cross-language information retrieval
- Bootstrapping dictionaries for cross-language information retrieval
Information Retrieval in Recommender Systems
- Collaborative Filtering with Temporal Dynamics
- Factorization meets the neighborhood: a multifaceted collaborative filtering model
- Tied Boltzmann Machines for Cold Start Recommendations
- A Spatio‐Temporal Approach to Collaborative Filtering
- On social networks and collaborative recommendation
- A Unified Approach To Building Hybrid Recommender Systems
Opinion Mining
Learning to Rank
- Structured learning for non-smooth ranking losses
- Document Selection Methodologies for Efficient and Effective Learning-to-Rank
- Learning to rank relational objects and its application to web search
- Online ranking/collaborative filtering using the perceptron algorithm
- Feature selection for ranking
Performance aspects in Information Retrieval