Evaluation in (XML) information retrieval: expected precision-recall with user modelling (EPRUM)
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
A statistical method for system evaluation using incomplete judgments
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
eXtended cumulated gain measures for the evaluation of content-oriented XML retrieval
ACM Transactions on Information Systems (TOIS)
Strategic system comparisons via targeted relevance judgments
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Comparing metrics across TREC and NTCIR: the robustness to system bias
Proceedings of the 17th ACM conference on Information and knowledge management
Learning to rank for quantity consensus queries
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Modeling Expected Utility of Multi-session Information Distillation
ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
Building a framework for the probability ranking principle by a family of expected weighted rank
ACM Transactions on Information Systems (TOIS)
Click-based evidence for decaying weight distributions in search effectiveness metrics
Information Retrieval
On the choice of effectiveness measures for learning to rank
Information Retrieval
A user behavior model for average precision and its generalization to graded judgments
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Extending average precision to graded relevance judgments
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
PRES: a score metric for evaluating recall-oriented information retrieval applications
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Score aggregation techniques in retrieval experimentation
ADC '09 Proceedings of the Twentieth Australasian Conference on Australasian Database - Volume 92
Expected reading effort in focused retrieval evaluation
Information Retrieval
System effectiveness, user models, and user utility: a conceptual framework for investigation
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Model-based inference about IR systems
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
Discounted cumulative gain and user decision models
SPIRE'11 Proceedings of the 18th international conference on String processing and information retrieval
On smoothing average precision
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Time-based calibration of effectiveness measures
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A utility-theoretic ranking method for semi-automated text classification
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Advances on the development of evaluation measures
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Modeling user variance in time-biased gain
Proceedings of the Symposium on Human-Computer Interaction and Information Retrieval
Incorporating variability in user behavior into systems based evaluation
Proceedings of the 21st ACM international conference on Information and knowledge management
Models and metrics: IR evaluation as a user process
Proceedings of the Seventeenth Australasian Document Computing Symposium
Model Based Comparison of Discounted Cumulative Gain and Average Precision
Journal of Discrete Algorithms
Users versus models: what observation tells us about effectiveness metrics
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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We consider the question of whether Average Precision, as a measure of retrieval effectiveness, can be regarded as deriving from a model of user searching behaviour. It turns out that indeed it can be so regarded, under a very simple stochastic model of user behaviour.