Emine Yilmaz

Orcid: 0000-0003-4734-4532

Affiliations:
  • University College London, London, UK


According to our database1, Emine Yilmaz authored at least 173 papers between 2005 and 2024.

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Bibliography

2024
Benchmarking LLMs via Uncertainty Quantification.
CoRR, 2024

Simulated Task Oriented Dialogues for Developing Versatile Conversational Agents.
Proceedings of the Advances in Information Retrieval, 2024

KEIR @ ECIR 2024: The First Workshop on Knowledge-Enhanced Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2024

Clarifying the Path to User Satisfaction: An Investigation into Clarification Usefulness.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

A Toolbox for Modelling Engagement with Educational Videos.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Towards Asking Clarification Questions for Information Seeking on Task-Oriented Dialogues.
CoRR, 2023

Query-specific Variable Depth Pooling via Query Performance Prediction towards Reducing Relevance Assessment Effort.
CoRR, 2023

Query-specific Variable Depth Pooling via Query Performance Prediction.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

On the Reliability of User Feedback for Evaluating the Quality of Conversational Agents.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Scalable Educational Question Generation with Pre-trained Language Models.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

Rethinking Semi-supervised Learning with Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

A Survey on Asking Clarification Questions Datasets in Conversational Systems.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Task2KB: A Public Task-Oriented Knowledge Base.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Pre-training with Scientific Text Improves Educational Question Generation (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Introduction to the Special Section on Graph Technologies for User Modeling and Recommendation, Part 2.
ACM Trans. Inf. Syst., 2022

Graph Technologies for User Modeling and Recommendation: Introduction to the Special Issue - Part 1.
ACM Trans. Inf. Syst., 2022

Pre-Training With Scientific Text Improves Educational Question Generation.
CoRR, 2022

Just Mix Once: Worst-group Generalization by Group Interpolation.
CoRR, 2022

Integrated Weak Learning.
CoRR, 2022

Similarity-based Multi-Domain Dialogue State Tracking with Copy Mechanisms for Task-based Virtual Personal Assistants.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

ViralBERT: A User Focused BERT-Based Approach to Virality Prediction.
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Overview of the TREC 2022 Deep Learning Track.
Proceedings of the Thirty-First Text REtrieval Conference, 2022

Fostering Coopetition While Plugging Leaks: The Design and Implementation of the MS MARCO Leaderboards.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking Evaluation.
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

From Search Queries to Conversations in the Design of Information Retrieval and Access Systems.
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022

Evaluating the Cranfield Paradigm for Conversational Search Systems.
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022

Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

MetaASSIST: Robust Dialogue State Tracking with Meta Learning.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Can Population-based Engagement Improve Personalisation? A Novel Dataset and Experiments.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

Workshop on Proactive and Agent-Supported Information Retrieval (PASIR).
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?
Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022

Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

ASSIST: Towards Label Noise-Robust Dialogue State Tracking.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
How Am I Doing?: Evaluating Conversational Search Systems Offline.
ACM Trans. Inf. Syst., 2021

Guest editorial: special issue on ECIR 2020.
Inf. Retr. J., 2021

Evaluation metrics for measuring bias in search engine results.
Inf. Retr. J., 2021

Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems.
CoRR, 2021

Proceedings of the CSCW 2021 Workshop - Investigating and Mitigating Biases in Crowdsourced Data.
CoRR, 2021

Towards More Accountable Search Engines: Online Evaluation of Representation Bias.
CoRR, 2021

Sample Efficient Model Evaluation.
CoRR, 2021

PEEK: A Large Dataset of Learner Engagement with Educational Videos.
CoRR, 2021

Learning to Detect Few-Shot-Few-Clue Misinformation.
CoRR, 2021

Learning Neural Point Processes with Latent Graphs.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Slot Self-Attentive Dialogue State Tracking.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Estimation of Fair Ranking Metrics with Incomplete Judgments.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Overview of the TREC 2021 Deep Learning Track.
Proceedings of the Thirtieth Text REtrieval Conference, 2021

Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

MS MARCO: Benchmarking Ranking Models in the Large-Data Regime.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Variational Continual Bayesian Meta-Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

X5Learn: A Personalised Learning Companion at the Intersection of AI and HCI.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Detecting and Forecasting Misinformation via Temporal and Geometric Propagation Patterns.
Proceedings of the Advances in Information Retrieval, 2021

Investigating and Mitigating Biases in Crowdsourced Data.
Proceedings of the Companion Publication of the 2021 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2021

2020
Report on the WSDM 2020 workshop on state-based user modelling (SUM'20).
SIGIR Forum, 2020

Special issue on learning from user interactions.
Inf. Retr. J., 2020

Analysing Social Media Forums to Discover Potential Causes of Phasic Shifts in Cryptocurrency Price Series.
Frontiers Blockchain, 2020

VLEngagement: A Dataset of Scientific Video Lectures for Evaluating Population-based Engagement.
CoRR, 2020

ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search.
CoRR, 2020

Outlier Resilient Collaborative Web Service QoS Prediction.
CoRR, 2020

Overview of the TREC 2019 deep learning track.
CoRR, 2020

SUM'20: State-based User Modelling.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Overview of the TREC 2020 Deep Learning Track.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

On the Reliability of Test Collections for Evaluating Systems of Different Types.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Sequential-based Adversarial Optimisation for Personalised Top-N Item Recommendation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

CrossBERT: A Triplet Neural Architecture for Ranking Entity Properties.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Self-Attentive Hawkes Process.
Proceedings of the 37th International Conference on Machine Learning, 2020

Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Predicting Engagement in Video Lectures.
Proceedings of the 13th International Conference on Educational Data Mining, 2020

ORCAS: 20 Million Clicked Query-Document Pairs for Analyzing Search.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Towards an Integrative Educational Recommender for Lifelong Learners (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Collaboratively Tracking Interests for User Clustering in Streams of Short Texts.
IEEE Trans. Knowl. Data Eng., 2019

FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval.
SIGIR Forum, 2019

Towards an Integrative Educational Recommender for Lifelong Learners.
CoRR, 2019

Disentangling Interpretable Generative Parameters of Random and Real-World Graphs.
CoRR, 2019

Self-Attentive Hawkes Processes.
CoRR, 2019

Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks.
CoRR, 2019

Reply-Aided Detection of Misinformation via Bayesian Deep Learning.
Proceedings of the World Wide Web Conference, 2019

From Stances' Imbalance to Their HierarchicalRepresentation and Detection.
Proceedings of the World Wide Web Conference, 2019

An Analysis of the Change in Discussions on Social Media with Bitcoin Price.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

From a User Model for Query Sessions to Session Rank Biased Precision (sRBP).
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Towards Task Understanding in Visual Settings.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
ACM SIGIR Annual Business Meeting 2018: Secretary's Notes.
SIGIR Forum, 2018

Variational Self-attention Model for Sentence Representation.
CoRR, 2018

Ranking-based Method for News Stance Detection.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

LearnIR: WSDM 2018 Workshop on Learning from User Interactions.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Study of Relevance and Effort across Devices.
Proceedings of the 2018 Conference on Human Information Interaction and Retrieval, 2018

2017
Search Result Diversification in Short Text Streams.
ACM Trans. Inf. Syst., 2017

Inferring Dynamic User Interests in Streams of Short Texts for User Clustering.
ACM Trans. Inf. Syst., 2017

Report on the Second Workshop on Supporting Complex Search Tasks.
SIGIR Forum, 2017

Report on the 2017 ACM SIGIR International Conference Theory of Information Retrieval (ICTIR?17).
SIGIR Forum, 2017

A Concept Language Model for Ad-hoc Retrieval.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Auditing Search Engines for Differential Satisfaction Across Demographics.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

TREC 2017 Tasks Track Overview.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Extracting Hierarchies of Search Tasks & Subtasks via a Bayesian Nonparametric Approach.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Search Costs vs. User Satisfaction on Mobile.
Proceedings of the Advances in Information Retrieval, 2017

Task Embeddings: Learning Query Embeddings using Task Context.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Deep Sequential Models for Task Satisfaction Prediction.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Current Research in Supporting Complex Search Tasks.
Proceedings of the Second Workshop on Supporting Complex Search Tasks co-located with the ACM SIGIR Conference on Human Information Interaction & Retrieval (CHIIR 2017), 2017

User Behaviour and Task Characteristics: A Field Study of Daily Information Behaviour.
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

Second Workshop on Supporting Complex Search Tasks.
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

Collaborative User Clustering for Short Text Streams.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
EVIA 2016: The Seventh International Workshop on Evaluating Information Access.
SIGIR Forum, 2016

On Obtaining Effort Based Judgements for Information Retrieval.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Overview of the TREC Tasks Track 2016.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Increasing trunk capacity on central international soft-switch.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Explainable User Clustering in Short Text Streams.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Bayesian Performance Comparison of Text Classifiers.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Uncovering Task Based Behavioral Heterogeneities in Online Search Behavior.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Query Log Mining for Inferring User Tasks and Needs.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Preface.
Proceedings of the Seventh International Workshop on Evaluating Information Access, 2016

Deconstructing Complex Search Tasks: a Bayesian Nonparametric Approach for Extracting Sub-tasks.
Proceedings of the NAACL HLT 2016, 2016

Dynamic Clustering of Streaming Short Documents.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Characterizing Relevance on Mobile and Desktop.
Proceedings of the Advances in Information Retrieval, 2016

Category Oriented Task Extraction.
Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, 2016

Characterizing Users' Multi-Tasking Behavior in Web Search.
Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, 2016

2015
Towards Hierarchies of Search Tasks & Subtasks.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Overview of the TREC 2015 Tasks Track.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Multi country support on VoIP switches: Central international switch.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Anchoring and Adjustment in Relevance Estimation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Representative & Informative Query Selection for Learning to Rank using Submodular Functions.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

IR Evaluation: Designing an End-to-End Offline Evaluation Pipeline.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

IR Evaluation: Modeling User Behavior for Measuring Effectiveness.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Terms, Topics & Tasks: Enhanced User Modelling for Better Personalization.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

2014
Task-Based User Modelling for Personalization via Probabilistic Matrix Factorization.
Proceedings of the Poster Proceedings of the 8th ACM Conference on Recommender Systems, 2014

Relevance and Effort: An Analysis of Document Utility.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Effect of Intent Descriptions on Retrieval Evaluation.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Entity Oriented Task Extraction from Query Logs.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Report on the SIGIR 2013 workshop on modeling user behavior for information retrieval evaluation (MUBE 2013).
SIGIR Forum, 2013

Crowdsourcing interactions: using crowdsourcing for evaluating interactive information retrieval systems.
Inf. Retr., 2013

Crowdsourcing for information retrieval: introduction to the special issue.
Inf. Retr., 2013

SIGIR 2013 workshop on modeling user behavior for information retrieval evaluation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Modelling Score Distributions Without Actual Scores.
Proceedings of the International Conference on the Theory of Information Retrieval, 2013

User intent and assessor disagreement in web search evaluation.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
On judgments obtained from a commercial search engine.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

An uncertainty-aware query selection model for evaluation of IR systems.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Advances on the development of evaluation measures.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

An analysis of systematic judging errors in information retrieval.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Incorporating variability in user behavior into systems based evaluation.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Crowdsourcing for information retrieval.
SIGIR Forum, 2011

Crowdsourcing for search and data mining.
SIGIR Forum, 2011

Introduction to special issue on the second international conference on the theory of information retrieval.
Inf. Retr., 2011

Detecting duplicate web documents using clickthrough data.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Inferring and using location metadata to personalize web search.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Relevance feedback exploiting query-specific document manifolds.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Semi-supervised learning to rank with preference regularization.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Simulating simple user behavior for system effectiveness evaluation.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Crowdsourcing for search evaluation.
SIGIR Forum, 2010

On the choice of effectiveness measures for learning to rank.
Inf. Retr., 2010

Extending average precision to graded relevance judgments.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Low cost evaluation in information retrieval.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Expected browsing utility for web search evaluation.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Microsoft Research at TREC 2009: Web and Relevance Feedback Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

Incorporating User Behavior Information in IR Evaluation.
Proceedings of the Workshop on Understanding the User, 2009

Deep versus shallow judgments in learning to rank.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Document selection methodologies for efficient and effective learning-to-rank.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

2008
Estimating average precision when judgments are incomplete.
Knowl. Inf. Syst., 2008

A simple and efficient sampling method for estimating AP and NDCG.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

A new rank correlation coefficient for information retrieval.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Relevance assessment: are judges exchangeable and does it matter.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

2007
Inferring document relevance from incomplete information.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006
Inferring document relevance via average precision.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

A statistical method for system evaluation using incomplete judgments.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Estimating average precision with incomplete and imperfect judgments.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
A geometric interpretation of r-precision and its correlation with average precision.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

The maximum entropy method for analyzing retrieval measures.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Measure-based metasearch.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

A geometric interpretation and analysis of R-precision.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005


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