RETRIEVAL—An Online Performance Evaluation Tool for Information Retrieval Methods
| العنوان: | RETRIEVAL—An Online Performance Evaluation Tool for Information Retrieval Methods |
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| المؤلفون: | Christodoulos Chamzas, Anestis Koutsoudis, Ioannis Pratikakis, George Ioannakis |
| المصدر: | IEEE Transactions on Multimedia. 20:119-127 |
| بيانات النشر: | Institute of Electrical and Electronics Engineers (IEEE), 2018. |
| سنة النشر: | 2018 |
| مصطلحات موضوعية: | Information retrieval, Machine translation, Computer science, Software requirements specification, 020207 software engineering, 02 engineering and technology, Ontology (information science), computer.software_genre, Computer Science Applications, Adversarial information retrieval, Information extraction, Data retrieval, Human–computer information retrieval, Signal Processing, Language technology, 0202 electrical engineering, electronic engineering, information engineering, Media Technology, 020201 artificial intelligence & image processing, Relevance (information retrieval), Electrical and Electronic Engineering, computer |
| الوصف: | Performance evaluation is one of the main research topics in information retrieval. Evaluation metrics are used to quantify various performance aspects of a retrieval method. These metrics assist in identifying the optimum method for a specific retrieval challenge but also to allow its parameters fine-tuning in order to achieve a robust operation for a given set of requirements specification. In this work, we present RETRIEVAL, a Web-based integrated information retrieval performance evaluation platform. It offers a number of metrics that are popular within the scientific community, so as to compose an efficient framework for implementing performance evaluation. We discuss the functionality of RETRIEVAL by citing important aspects such as the data input approaches, the user-level performance metrics parameterization, the evaluation scenarios, the interactive plots, and the performance reports repository that offers both archiving and download functionalities. |
| تدمد: | 1941-0077 1520-9210 |
| DOI: | 10.1109/tmm.2017.2716193 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::0476d94bf57d5cdcf240f41d90fa85ea https://doi.org/10.1109/tmm.2017.2716193 |
| Rights: | CLOSED |
| رقم الانضمام: | edsair.doi...........0476d94bf57d5cdcf240f41d90fa85ea |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 19410077 15209210 |
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| DOI: | 10.1109/tmm.2017.2716193 |