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020 _a9783031136436
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245 1 0 _aExperimental IR Meets Multilinguality, Multimodality, and Interaction
_h[electronic resource] :
_b13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings /
_cedited by Alberto Barrón-Cedeño, Giovanni Da San Martino, Mirko Degli Esposti, Fabrizio Sebastiani, Craig Macdonald, Gabriella Pasi, Allan Hanbury, Martin Potthast, Guglielmo Faggioli, Nicola Ferro.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXX, 567 p. 103 illus., 80 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
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347 _atext file
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13390
505 0 _aInformation Systems -- Information Retrieval -- Document Representation -- Information Retrieval query processing -- Retrieval Models and Ranking -- Evaluation of retrieval results -- Specialised information retrieval.
520 _aThis 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.
650 0 _aNatural language processing (Computer science).
650 0 _aInteractive multimedia.
650 0 _aMultimedia systems.
650 0 _aDatabase management.
650 0 _aData mining.
650 0 _aInformation storage and retrieval systems.
650 0 _aMachine learning.
650 1 4 _aNatural Language Processing (NLP).
650 2 4 _aMedia Design.
650 2 4 _aDatabase Management.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aInformation Storage and Retrieval.
650 2 4 _aMachine Learning.
700 1 _aBarrón-Cedeño, Alberto.
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700 1 _aDa San Martino, Giovanni.
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700 1 _aDegli Esposti, Mirko.
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700 1 _aSebastiani, Fabrizio.
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700 1 _aMacdonald, Craig.
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700 1 _aPasi, Gabriella.
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700 1 _aHanbury, Allan.
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700 1 _aPotthast, Martin.
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700 1 _aFaggioli, Guglielmo.
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700 1 _aFerro, Nicola.
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783031136443
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13390
856 4 0 _uhttps://doi.org/10.1007/978-3-031-13643-6
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