Advances in Information Retrieval
Springer International Publishing (Verlag)
978-3-030-72239-5 (ISBN)
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.
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.
| Erscheinungsdatum | 08.04.2021 |
|---|---|
| Reihe/Serie | Information Systems and Applications, incl. Internet/Web, and HCI | Lecture Notes in Computer Science |
| Zusatzinfo | XXXIII, 738 p. 144 illus., 114 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1163 g |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Schlagworte | Artificial Intelligence • Computational Linguistics • Computer Science • Computer systems • computer vision • Databases • Data Mining • document ranking • document representation • Education • Engineering • filtering • Image Processing • Information Retrieval • Information Retrieval Systems • Internet • Linguistics • machine learning • Natural Language Processing (NLP) • Natural Languages • Semantics • Signal Processing • Web Search Engines • World Wide Web |
| ISBN-10 | 3-030-72239-2 / 3030722392 |
| ISBN-13 | 978-3-030-72239-5 / 9783030722395 |
| Zustand | Neuware |
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