國立虎尾科技大學 |

Experimental IR Meets Multilinguality, Multimodality, and Interaction = 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Experimental IR Meets Multilinguality, Multimodality, and Interaction/ edited 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.
其他題名:	13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings /
其他作者:	Ferro, Nicola.
面頁冊數:	XX, 567 p. 103 illus., 80 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Machine Learning. -
電子資源:	https://doi.org/10.1007/978-3-031-13643-6
ISBN:	9783031136436

Experimental IR Meets Multilinguality, Multimodality, and Interaction = 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings /
Experimental IR Meets Multilinguality, Multimodality, and Interaction13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings /[electronic resource] :edited 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. - 1st ed. 2022. - XX, 567 p. 103 illus., 80 illus. in color.online resource. - Lecture Notes in Computer Science,133901611-3349 ;. - Lecture Notes in Computer Science,9324.

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

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.

ISBN: 9783031136436

Standard No.: 10.1007/978-3-031-13643-6doiSubjects--Topical Terms:

1137723
Machine Learning.

LC Class. No.: QA76.9.N38

Dewey Class. No.: 006.35

Experimental IR Meets Multilinguality, Multimodality, and Interaction = 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings /
LDR:03281nam a22004095i 4500 001 1082357
003 DE-He213
005 20220824163119.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783031136436 $9 978-3-031-13643-6
024 7 $a 10.1007/978-3-031-13643-6 $2 doi
035 $a 978-3-031-13643-6
050 4 $a QA76.9.N38
072 7 $a UYQL $2 bicssc
072 7 $a COM073000 $2 bisacsh
072 7 $a UYQL $2 thema
082 0 4 $a 006.35 $2 23
245 1 0 $a Experimental IR Meets Multilinguality, Multimodality, and Interaction $h [electronic resource] : $b 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings / $c edited 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 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XX, 567 p. 103 illus., 80 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Lecture Notes in Computer Science, $x 1611-3349 ; $v 13390
505 0 $a Information Systems -- Information Retrieval -- Document Representation -- Information Retrieval query processing -- Retrieval Models and Ranking -- Evaluation of retrieval results -- Specialised information retrieval.
520 $a 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.
650 2 4 $a Machine Learning. $3 1137723
650 2 4 $a Information Storage and Retrieval. $3 593926
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Database Management. $3 669820
650 2 4 $a Media Design. $3 669577
650 1 4 $a Natural Language Processing (NLP). $3 1254293
650 0 $a Machine learning. $3 561253
650 0 $a Information storage and retrieval systems. $3 561170
650 0 $a Data mining. $3 528622
650 0 $a Database management. $3 557799
650 0 $a Multimedia systems. $3 555364
650 0 $a Interactive multimedia. $3 561218
650 0 $a Natural language processing (Computer science). $3 802180
700 1 $a Ferro, Nicola. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1023585
700 1 $a Faggioli, Guglielmo. $e editor. $1 https://orcid.org/0000-0002-5070-2049 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1349688
700 1 $a Potthast, Martin. $e editor. $1 https://orcid.org/0000-0003-2451-0665 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1354543
700 1 $a Hanbury, Allan. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 675523
700 1 $a Pasi, Gabriella. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1075926
700 1 $a Macdonald, Craig. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 679397
700 1 $a Sebastiani, Fabrizio. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 815931
700 1 $a Degli Esposti, Mirko. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1109723
700 1 $a Da San Martino, Giovanni. $e editor. $1 https://orcid.org/0000-0002-2609-483X $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1388000
700 1 $a Barrón-Cedeño, Alberto. $e editor. $1 https://orcid.org/0000-0003-4719-3420 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1387999
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783031136429
776 0 8 $i Printed edition: $z 9783031136443
830 0 $a Lecture Notes in Computer Science, $x 0302-9743 ; $v 9324 $3 1258960
856 4 0 $u https://doi.org/10.1007/978-3-031-13643-6
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)