Binary and graded relevance in IR evaluations--Comparison of the effects on ranking of IR systems
Explore this paper's citation graph
Summary
In this study the rankings of IR systems based on binary and graded relevance in TREC 7 and 8 data are compared and the results show the different character of the measures.
- Type
- article
- Published
- 2005-09-01
- Cited by
- 116
- References
- 31
- OpenAlex
- https://openalex.org/W2045334584
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:13234402
Keywords
Weighting, Relevance (law), Binary number, Ranking (information retrieval), Rank (graph theory)
References
- Overview of the Eighth Text REtrieval Conference (TREC-8)
- Relevance and Information Behavior.
- Measures of relative relevance and ranked half-life: performance indicators for interactive IR
- A definition of relevance for information retrieval
- Average gain ratio: a simple retrieval performance measure for evaluation with multiple relevance levels
- Using statistical testing in the evaluation of retrieval experiments
- Practical Nonparametric Statistics (2nd ed.)
- Towards the Identification of the Optimal Number of Relevance Categories
- Experimental components for the evaluation of interactive information retrieval systems
- Ranking in Principle
- The probability ranking principle in IR
- Dimensions of relevance
- Relevance assessments and retrieval system evaluation
- Liberal relevance criteria of TREC -: counting on negligible documents?
- Evaluation by highly relevant documents
- A re-examination of relevance: toward a dynamic, situational definition
- Practical Nonparametric Statistics (2nd ed).
- Cumulated gain-based evaluation of IR techniques
- Variations in Relevance Judgments and the Evaluation of Retrieval Performance
- Presenting Results of Experimental Retrieval Comparisons
Cited by
- On text document classification and retrieval using self-organising maps ; Tekstidokumenttien luokittelusta ja tiedonhausta itseorganisoituvilla kartoilla
- Task-based Information Seeking and Retrieval in the Patent Domain: Processes and Relationships
- A Survey of Faceted Search
- Development of job matching algorithm with collective learning
- Leveraging social relevance : using social networks to enhance literature access and microblog search
- Property of average precision and its generalization: An examination of evaluation indicator for information retrieval experiments
- Latent variable modelling of user interaction in image retrieval
- Relevance-based Evaluation of Alignment Approaches: The OAEI 2007 Food Task Revisited
- Trademark image retrieval by local features
- On Search Engine Evaluation Metrics
- Diversity-aware Evaluation for Paraphrase Patterns
- Controlling the Penalty on Late Arrival of Relevant Documents in Information Retrieval Evalution with Graded Relevance
- The twist measure for IR evaluation: Taking user's effort into account
- Novel methods for semantic and aesthetic multimedia retrieval
- Una teoría cognitiva integral para la recuperación de información: saliendo del entorno del laboratorio
- Rank-biased precision for measurement of retrieval effectiveness
- Assessors' search result satisfaction associated with relevance in a scientific domain
- VIRTUE: A visual tool for information retrieval performance evaluation and failure analysis
- On the Properties of Evaluation Metrics for Finding One Highly Relevant Document
- Evaluation in Music Information Retrieval
Related papers
- Towards automatic generation of relevance judgments for a test collection
- Group-enhanced ranking
- Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question Answering
- Chinese document re-ranking based on automatically acquired term resource
- Learning To Rank Relevant Documents for Information Retrieval in Bioengineering Text Corpora
- Building a framework for the probability ranking principle by a family of expected weighted rank