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

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › 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.

Original language	English
Title of host publication	MultiMedia Modeling : MMM 22
Editors	Björn Þór Jónsson, Cathal Gurrin, Minh-Triet Tran, Duc-Tien Dang-Nguyen, Anita Min-Chun Hu, Binh Huynh Thi Thanh, Benoit Huet
Number of pages	7
Place of Publication	Cham
Publisher	Springer
Publication date	15 Mar 2022
Pages	458-464
ISBN (Print)	978-3-030-98354-3
ISBN (Electronic)	978-3-030-98355-0
DOIs	https://doi.org/10.1007/978-3-030-98355-0_39
Publication status	Published - 15 Mar 2022
Event	Multimedia modeling - Cua Duong Village, Phu Quoc, Viet Nam Duration: 6 Jun 2022 → 10 Jun 2022 Conference number: 28th https://mmm2022.org/

Conference

Conference	Multimedia modeling
Number	28th
Location	Cua Duong Village
Country/Territory	Viet Nam
City	Phu Quoc
Period	06/06/2022 → 10/06/2022
Internet address	https://mmm2022.org/

Series	Lecture Notes in Computer Science
ISSN	0302-9743

Keywords

Interactive learning
Relevance feedback
Mobile devices

Access to Document

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Cite this

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. In B. Þór Jónsson, C. Gurrin, M.-T. Tran, D.-T. Dang-Nguyen, A. M.-C. Hu, B. Huynh Thi Thanh, & B. Huet (Eds.), MultiMedia Modeling: MMM 22 (pp. 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. editor / 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. pp. 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",

language = "English",

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editor = "\{{\TH}{\'o}r J{\'o}nsson\}, Bj{\"o}rn and Cathal Gurrin and Minh-Triet Tran and Duc-Tien Dang-Nguyen and Hu, \{Anita Min-Chun\} and \{Huynh Thi Thanh\}, Binh and Benoit Huet",

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. in B Þór Jónsson, C Gurrin, M-T Tran, D-T Dang-Nguyen, AM-C Hu, B Huynh Thi Thanh & B Huet (eds), MultiMedia Modeling: MMM 22. Springer, Cham, Lecture Notes in Computer Science, pp. 458-464, Multimedia modeling , Phu Quoc, Viet Nam, 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. ed. / 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. p. 458-464 (Lecture Notes in Computer Science).

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › 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

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

M3 - Article in proceedings

SN - 978-3-030-98354-3

T3 - Lecture Notes in Computer Science

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BT - MultiMedia Modeling

A2 - Þór Jónsson, Björn

A2 - Gurrin, Cathal

A2 - Tran, Minh-Triet

A2 - Dang-Nguyen, Duc-Tien

A2 - Hu, Anita Min-Chun

A2 - Huynh Thi Thanh, Binh

A2 - Huet, Benoit

PB - Springer

CY - Cham

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. In Þór Jónsson B, Gurrin C, Tran MT, Dang-Nguyen DT, Hu AMC, Huynh Thi Thanh B, Huet B, editors, MultiMedia Modeling: MMM 22. Cham: Springer. 2022. p. 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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Conference

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