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Advances in Information Retrieval : 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I / edited by Djoerd Hiemstra, Marie-Francine Moens, Josiane Mothe, Raffaele Perego, Martin Potthast, Fabrizio Sebastiani.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 12656
- Information Systems and Applications, incl. Internet/Web, and HCI ; 12656
- Language:
- English
- Subjects (All):
- Information storage and retrieval systems.
- Machine theory.
- Education-Data processing.
- Machine learning.
- Natural language processing (Computer science).
- User interfaces (Computer systems).
- Human-computer interaction.
- Information Storage and Retrieval.
- Formal Languages and Automata Theory.
- Computers and Education.
- Machine Learning.
- Natural Language Processing (NLP).
- User Interfaces and Human Computer Interaction.
- Local Subjects:
- Information Storage and Retrieval.
- Formal Languages and Automata Theory.
- Computers and Education.
- Machine Learning.
- Natural Language Processing (NLP).
- User Interfaces and Human Computer Interaction.
- Physical Description:
- 1 online resource (XXXIII, 776 pages) : 152 illustrations, 135 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- This two-volume set LNCS 12656 and 12657 constitutes the refereed proceedings of the 43rd European Conference on IR Research, ECIR 2021, held virtually in March/April 2021, due to the COVID-19 pandemic. The 50 full papers presented together with 11 reproducibility papers, 39 short papers, 15 demonstration papers, 12 CLEF lab descriptions papers, 5 doctoral consortium papers, 5 workshop abstracts, and 8 tutorials abstracts were carefully reviewed and selected from 436 submissions. The accepted contributions cover the state of the art in IR: deep learning-based information retrieval techniques, use of entities and knowledge graphs, recommender systems, retrieval methods, information extraction, question answering, topic and prediction models, multimedia retrieval, and much more.
- Contents:
- Information retrieval
- Document representation
- Interactive information retrieval
- Web search engines
- Evaluation of retrieval results
- Multimedia and multimodal information retrieval
- Query processing
- Document ranking
- Recommendation
- Filtering
- Domain-specific search
- Enterprise search
- Artificial intelligence and machine learning for search and retrieval
- Conversational agents.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-72113-8
- 9783030721138
- Access Restriction:
- Restricted for use by site license.
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