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XQC at the Lifelog Search Challenge 2021: Interactive Learning on a Mobile Device

Published: 21 August 2021 Publication History

Abstract

In a society dominated by mobile phones and still increasing media collections, Interactive Learning is slowly becoming the favored paradigm for managing these collections. Still, however, no scaling Interactive Learning system exists on a mobile phone. In this paper, we present XQC, an Interactive Learning platform with a user interface that fits most modern smartphones, and scales to large media collections.

References

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Alexandra M. Bagi, Kim I. Schild, Omar Shahbaz Khan, Jan Zahálka, and Björn Þór Jónsson. 2021. XQM: Interactive Learning on Mobile Phones. In MultiMedia Modeling, Jakub Lokovc, Tomávs Skopal, Klaus Schoeffmann, Vasileios Mezaris, Xirong Li, Stefanos Vrochidis, and Ioannis Patras (Eds.). Springer International Publishing, Cham, 281--293.
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Gylfi Þór Guðmundsson, Laurent Amsaleg, and Björn Þór Jónsson. 2012. Impact of Storage Technology on the Efficiency of Cluster-based High-dimensional Index Creation. In Proc. International Conference on Database Systems for Advanced Applications (DASFAA). Springer, Busan, South Korea, 53--64.
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Cathal Gurrin, Tu-Khiem Le, Van-Tu Ninh, Duc-Tien Dang-Nguyen, Björn Þór Jónsson, Jakub Lokoč, Wolfgang Hurst, Minh-Triet Tran, and Klaus Schoeffmann. 2020. An Introduction to the Third Annual Lifelog Search Challenge, LSC'20. In ICMR '20, The 2020 International Conference on Multimedia Retrieval. ACM, Dublin, Ireland.
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Cathal Gurrin, Björn Þór Jónsson, Klaus Schöffmann, Duc-Tien Dang-Nguyen, Jakub Lokoč, Minh-Triet Tran, Wolfgang Hürst, Luca Rossetto, and Graham Healy. 2021. Introduction to the Fourth Annual Lifelog Search Challenge, LSC'21. In Proc. International Conference on Multimedia Retrieval (ICMR'21). ACM, Taipei, Taiwan.
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Thomas S. Huang, Charlie K. Dagli, Shyamsundar Rajaram, Edward Y. Chang, Michael I. Mandel, Graham E. Poliner, and Daniel P. W. Ellis. 2008. Active Learning for Interactive Multimedia Retrieval. Proc. IEEE, Vol. 96, 4 (2008), 648--667.
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Omar Shahbaz Khan, Björn Þór Jónsson, Stevan Rudinac, Jan Zahálka, Hanna Ragnarsdóttir, Þórhildur Þorleiksdóttir, Gylfi Þór Guðmundsson, Laurent Amsaleg, and Marcel Worring. 2020. Interactive Learning for Multimedia at Large. In Proceedings of the European Conference on Information Retrieval (ECIR). Springer, Lisboa, Portugal, 16.
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Omar Shahbaz Khan, Björn Þór Jónsson, Jan Zahálka, Stevan Rudinac, and Marcel Worring. 2019. Exquisitor at the Lifelog Search Challenge 2019. In Proceedings of the ACM Workshop on Lifelog Search Challenge, LSC 2019. ACM, Ottawa, ON, Canada, 7--11.
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Magnus Holm Mamsen. 2021. Interactive Learning On Android Mobile Device. Master's thesis. IT University of Copenhagen.

Cited By

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  • (2024)MyEachtraX: Lifelog Question Answering on MobileProceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge10.1145/3643489.3661128(93-98)Online publication date: 10-Jun-2024
  • (2023)User Relevance Feedback and Novices: Anecdotes from Exquisitor's Participation in Interactive Retrieval CompetitionsProceedings of the 20th International Conference on Content-based Multimedia Indexing10.1145/3617233.3617275(173-177)Online publication date: 20-Sep-2023
  • (2023)Voxento 4.0: A More Flexible Visualisation and Control for LifelogsProceedings of the 6th Annual ACM Lifelog Search Challenge10.1145/3592573.3593097(7-12)Online publication date: 12-Jun-2023
  • Show More Cited By

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cover image ACM Conferences
LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge
August 2021
102 pages
ISBN:9781450385336
DOI:10.1145/3463948
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 21 August 2021

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Author Tags

  1. XQC
  2. interactive learning
  3. lifelogging

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Cited By

View all
  • (2024)MyEachtraX: Lifelog Question Answering on MobileProceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge10.1145/3643489.3661128(93-98)Online publication date: 10-Jun-2024
  • (2023)User Relevance Feedback and Novices: Anecdotes from Exquisitor's Participation in Interactive Retrieval CompetitionsProceedings of the 20th International Conference on Content-based Multimedia Indexing10.1145/3617233.3617275(173-177)Online publication date: 20-Sep-2023
  • (2023)Voxento 4.0: A More Flexible Visualisation and Control for LifelogsProceedings of the 6th Annual ACM Lifelog Search Challenge10.1145/3592573.3593097(7-12)Online publication date: 12-Jun-2023
  • (2023)Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021IEEE Access10.1109/ACCESS.2023.324828411(30982-30995)Online publication date: 2023
  • (2022)E-Myscéal: Embedding-based Interactive Lifelog Retrieval System for LSC'22Proceedings of the 5th Annual on Lifelog Search Challenge10.1145/3512729.3533012(32-37)Online publication date: 27-Jun-2022
  • (2022)MEMORIA: A Memory Enhancement and MOment RetrIeval Application for LSC 2022Proceedings of the 5th Annual on Lifelog Search Challenge10.1145/3512729.3533011(8-13)Online publication date: 27-Jun-2022
  • (2022)Voxento 3.0: A Prototype Voice-Controlled Interactive Search Engine for LifelogProceedings of the 5th Annual on Lifelog Search Challenge10.1145/3512729.3533009(43-47)Online publication date: 27-Jun-2022

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