XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones

Kim I. Schild; Alexandra M. Bagi; Magnus Holm Mamsen; Omar Shahbaz Khan; Jan Zahálka; Björn Þór Jónsson

doi:10.1007/978-3-030-98355-0_39

XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones

Kim I. Schild
, Alexandra M. Bagi
, Magnus Holm Mamsen
, Omar Shahbaz Khan
, Jan Zahálka
, Björn Þór Jónsson

Czech Technical University in Prague

Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

Abstract

In today’s media-rich and mobile-dominated society, an important research direction in multimedia retrieval concerns scaling multimedia interfaces down to mobile phones. We present XQM, an interactive learning app for images on Android mobile phones, with two different interface variants: (a) a search-oriented interface, which emphasises finding a particular image rapidly; and (b) a classifier-oriented interface, which emphasises helping users to build the interactive classifier.

Originalsprog	Engelsk
Titel	MultiMedia Modeling : MMM 22
Redaktører	Björn Þór Jónsson, Cathal Gurrin, Minh-Triet Tran, Duc-Tien Dang-Nguyen, Anita Min-Chun Hu, Binh Huynh Thi Thanh, Benoit Huet
Antal sider	7
Udgivelsessted	Cham
Forlag	Springer
Publikationsdato	15 mar. 2022
Sider	458-464
ISBN (Trykt)	978-3-030-98354-3
ISBN (Elektronisk)	978-3-030-98355-0
DOI	https://doi.org/10.1007/978-3-030-98355-0_39
Status	Udgivet - 15 mar. 2022
Begivenhed	Multimedia modeling - Cua Duong Village, Phu Quoc, Vietnam Varighed: 6 jun. 2022 → 10 jun. 2022 Konferencens nummer: 28th https://mmm2022.org/

Konference

Konference	Multimedia modeling
Nummer	28th
Lokation	Cua Duong Village
Land/Område	Vietnam
By	Phu Quoc
Periode	06/06/2022 → 10/06/2022
Internetadresse	https://mmm2022.org/

Navn	Lecture Notes in Computer Science
ISSN	0302-9743

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10.1007/978-3-030-98355-0_39Licens: Ikke-specificeret

Citationsformater

Schild, K. I., Bagi, A. M., Mamsen, M. H., Khan, O. S., Zahálka, J., & Jónsson, B. Þ. (2022). XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones. I B. Þór Jónsson, C. Gurrin, M.-T. Tran, D.-T. Dang-Nguyen, A. M.-C. Hu, B. Huynh Thi Thanh, & B. Huet (red.), MultiMedia Modeling: MMM 22 (s. 458-464). Springer. https://doi.org/10.1007/978-3-030-98355-0_39

Schild, Kim I. ; Bagi, Alexandra M. ; Mamsen, Magnus Holm et al. / XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones. MultiMedia Modeling: MMM 22. red. / Björn Þór Jónsson ; Cathal Gurrin ; Minh-Triet Tran ; Duc-Tien Dang-Nguyen ; Anita Min-Chun Hu ; Binh Huynh Thi Thanh ; Benoit Huet. Cham : Springer, 2022. s. 458-464 (Lecture Notes in Computer Science).

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title = "XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones",

abstract = "In today's media-rich and mobile-dominated society, an important research direction in multimedia retrieval concerns scaling multimedia interfaces down to mobile phones. We present XQM, an interactive learning app for images on Android mobile phones, with two different interface variants: (a) a search-oriented interface, which emphasises finding a particular image rapidly; and (b) a classifier-oriented interface, which emphasises helping users to build the interactive classifier.",

keywords = "Interactive learning, Relevance feedback, Mobile devices",

author = "Schild, \{Kim I.\} and Bagi, \{Alexandra M.\} and Mamsen, \{Magnus Holm\} and Khan, \{Omar Shahbaz\} and Jan Zah{\'a}lka and J{\'o}nsson, \{Bj{\"o}rn {\TH}{\'o}r\}",

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month = mar,

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doi = "10.1007/978-3-030-98355-0\_39",

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booktitle = "MultiMedia Modeling",

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note = "Multimedia modeling ; Conference date: 06-06-2022 Through 10-06-2022",

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Schild, KI, Bagi, AM, Mamsen, MH, Khan, OS, Zahálka, J & Jónsson, BÞ 2022, XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones. i B Þór Jónsson, C Gurrin, M-T Tran, D-T Dang-Nguyen, AM-C Hu, B Huynh Thi Thanh & B Huet (red), MultiMedia Modeling: MMM 22. Springer, Cham, Lecture Notes in Computer Science, s. 458-464, Multimedia modeling , Phu Quoc, Vietnam, 06/06/2022. https://doi.org/10.1007/978-3-030-98355-0_39

XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones. / Schild, Kim I.; Bagi, Alexandra M.; Mamsen, Magnus Holm et al.
MultiMedia Modeling: MMM 22. red. / Björn Þór Jónsson; Cathal Gurrin; Minh-Triet Tran; Duc-Tien Dang-Nguyen; Anita Min-Chun Hu; Binh Huynh Thi Thanh; Benoit Huet. Cham: Springer, 2022. s. 458-464 (Lecture Notes in Computer Science).

Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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T1 - XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones

AU - Schild, Kim I.

AU - Bagi, Alexandra M.

AU - Mamsen, Magnus Holm

AU - Khan, Omar Shahbaz

AU - Zahálka, Jan

AU - Jónsson, Björn Þór

N1 - Conference code: 28th

PY - 2022/3/15

Y1 - 2022/3/15

N2 - In today's media-rich and mobile-dominated society, an important research direction in multimedia retrieval concerns scaling multimedia interfaces down to mobile phones. We present XQM, an interactive learning app for images on Android mobile phones, with two different interface variants: (a) a search-oriented interface, which emphasises finding a particular image rapidly; and (b) a classifier-oriented interface, which emphasises helping users to build the interactive classifier.

AB - In today's media-rich and mobile-dominated society, an important research direction in multimedia retrieval concerns scaling multimedia interfaces down to mobile phones. We present XQM, an interactive learning app for images on Android mobile phones, with two different interface variants: (a) a search-oriented interface, which emphasises finding a particular image rapidly; and (b) a classifier-oriented interface, which emphasises helping users to build the interactive classifier.

KW - Interactive learning

KW - Relevance feedback

KW - Mobile devices

U2 - 10.1007/978-3-030-98355-0_39

DO - 10.1007/978-3-030-98355-0_39

M3 - Article in proceedings

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A2 - Dang-Nguyen, Duc-Tien

A2 - Hu, Anita Min-Chun

A2 - Huynh Thi Thanh, Binh

A2 - Huet, Benoit

PB - Springer

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T2 - Multimedia modeling

Y2 - 6 June 2022 through 10 June 2022

ER -

Schild KI, Bagi AM, Mamsen MH, Khan OS, Zahálka J, Jónsson BÞ. XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones. I Þór Jónsson B, Gurrin C, Tran MT, Dang-Nguyen DT, Hu AMC, Huynh Thi Thanh B, Huet B, red., MultiMedia Modeling: MMM 22. Cham: Springer. 2022. s. 458-464. (Lecture Notes in Computer Science). doi: 10.1007/978-3-030-98355-0_39

XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones

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