Adaptive Enhancement of Swipe Manipulations on Touch Screens with Content-awareness

Yosuke Fukuchi; Yusuke Takimoto; Michita Imai

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Paper

Adaptive Enhancement of Swipe Manipulations on Touch Screens with Content-awareness

Topics: Cooperation and Coordination; Deep Learning; Intelligent User Interfaces

In Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, 429-436, 2020 , Valletta, Malta

Authors: Yosuke Fukuchi ; Yusuke Takimoto and Michita Imai

Affiliation: Keio University, Yokohama, Japan

Keyword(s): Swipe, Intelligent UI, Proactive UI, Touch Screen, Human-computer Interaction.

Abstract: Most user interfaces (UIs) do not consider user intentions behind their manipulations and show only fixed responses. UIs could contribute to more effective work if they are made so as to infer user intentions and to respond proactively to the operations. This paper focuses on users’ swipe gestures on touch screens, and it proposes IntelliSwipe, which adaptively adjusts the scroll amount of swipe gestures based on the inference of user intentions, that is, what they want to see. The remarkable function of IntelliSwipe is to judge user intentions by considering visual features of the content that users are seeing while previous studies have only focused on the mapping from user operations to their intentions. We implemented IntelliSwipe on an Android tablet. A case study revealed that IntelliSwipe enabled users to scroll a page to the proper position just by swiping.

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Paper citation in several formats:

Fukuchi, Y.; Takimoto, Y. and Imai, M. (2020). Adaptive Enhancement of Swipe Manipulations on Touch Screens with Content-awareness. In Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-758-395-7; ISSN 2184-433X, SciTePress, pages 429-436. DOI: 10.5220/0008917804290436

@conference{icaart20,
author={Yosuke Fukuchi. and Yusuke Takimoto. and Michita Imai.},
title={Adaptive Enhancement of Swipe Manipulations on Touch Screens with Content-awareness},
booktitle={Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2020},
pages={429-436},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008917804290436},
isbn={978-989-758-395-7},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - Adaptive Enhancement of Swipe Manipulations on Touch Screens with Content-awareness
SN - 978-989-758-395-7
IS - 2184-433X
AU - Fukuchi, Y.
AU - Takimoto, Y.
AU - Imai, M.
PY - 2020
SP - 429
EP - 436
DO - 10.5220/0008917804290436
PB - SciTePress