Experimental IR Meets Multilinguality, Multimodality, and Interaction

13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings

Alberto Barrón-Cedeño, Giovanni Da San Martino, Mirko Degli Esposti, Fabrizio Sebastiani, Craig MacDonald, Gabriella Pasi, Allan Hanbury, Martin Potthast, Guglielmo Faggioli, Nicola Ferro (Herausgeber)

Buch | Softcover

XX, 567 Seiten

2022 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-031-13642-9 (ISBN)

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This book constitutes the refereed proceedings of the 13th International Conference of the CLEF Association, CLEF 2022, held in Bologna, Italy in September 2022.

The conference has a clear focus on experimental information retrieval with special attention to the challenges of multimodality, multilinguality, and interactive search ranging from unstructured to semi structures and structured data.

The 7 full papers presented together with 3 short papers in this volume were carefully reviewed and selected from 14 submissions. This year, the contributions addressed the following challenges: authorship attribution, fake news detection and news tracking, noise-detection in automatically transferred relevance judgments, impact of online education on children's conversational search behavior, analysis of multi-modal social media content, knowledge graphs for sensitivity identification, a fusion of deep learning and logic rules for sentiment analysis, medical concept normalization and domain-specific information extraction.

In addition to this, the volume presents 7 "best of the labs" papers which were reviewed as full paper submissions with the same review criteria. 14 lab overview papers were accepted and represent scientific challenges based on new datasets and real world problems in multimodal and multilingual information access.

Information Systems.- Information Retrieval.- Document Representation.- Information Retrieval query processing.- Retrieval Models and Ranking.- Evaluation of retrieval results.- Specialised information retrieval.

Erscheinungsdatum	26.08.2022
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XX, 567 p. 103 illus., 80 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	890 g
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
	Mathematik / Informatik ► Informatik ► Grafik / Design
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Applications • Artificial Intelligence • Computational Linguistics • Computer Science • Computer systems • computer vision • conference proceedings • Databases • Data Mining • Education • Engineering • Informatics • Information Retrieval • Information Retrieval Systems • Internet • Linguistics • machine learning • Natural Language Processing (NLP) • Natural Languages • Research • Semantics • Signal Processing • text processing • World Wide Web
ISBN-10	3-031-13642-X / 303113642X
ISBN-13	978-3-031-13642-9 / 9783031136429
Zustand	Neuware