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MoMM '20: Proceedings of the 18th International Conference on Advances in Mobile Computing & Multimedia
ACM2020 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
MoMM '20: The 18th International Conference on Advances in Mobile Computing and Multimedia Chiang Mai Thailand 30 November 2020- 2 December 2020
ISBN:
978-1-4503-8924-2
Published:
19 January 2021

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Abstract

The MoMM conference series provide a global platform for presenting, sharing and discussing fresh research ideas and novel approaches in the field of mobile computing and multimedia.

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SESSION: Deep learning and social media
research-article
Linking textual and contextual features for intelligent cyberbullying detection in social media

The rapid and vast adoption of social media and the 21st century technologies is changing the bullying process., i.e., deliberate misuse of power in relationships through social behavior that intends to cause social and psychological harm. In this ...

research-article
A dynamic deep trust prediction approach for online social networks

Trust can be employed for finding reliable information in Online Social Networks (OSNs). Since users in OSNs may intentionally change their behavior over time (in some cases for deceiving other users), modeling (pair-wise) trust relations in such ...

short-paper
Predicting emotion dynamics sequence on Twitter via deep learning approach

Exploring the mechanism about users' emotion dynamics towards social events and further predicting their future emotions have attracted great attention to the researchers. Despite the concreteness of the online expressions in written form, it remains ...

SESSION: Deep learning for speech and image detection
short-paper
Improved weighted loss function for training end-of-speech detection models

In this paper we propose an improved system for the detection of end of speech (EOS) events in noisy environments, needed, for example, in voice interfaces of mobile devices. Our solution is based on a deep neural network composed of convolutional, feed-...

short-paper
Input-conditioned convolution filters for feature learning

We propose a novel framework which combines the input-conditioned filter generation module and a decoder based network to incorporate contextual information present in images into Convolutional Neural Networks (CNNs). In contrast to traditional CNNs, we ...

short-paper
Emotion recognition from speech using spectrograms and shallow neural networks

Emotions add meaning to the conversation between individuals and allow us to better understand each other. Besides, Human-Computer interaction has produced significant changes in recent years to satisfy the requirements and responsibilities of clients. ...

SESSION: Immersive computing
research-article
Functional gaze prediction in egocentric video

Streaming 360° videos to a head-mounted display (HMD) client is challenging due to their high network resource consumption and computational load. This is due to the use of gaze point prediction or image saliency features from the field of view (FoV) ...

research-article
Design and implementation of user experience model for augmented reality systems

Mobile Augmented Reality (MAR) is a system that combines digital and virtual content for users so users are not fully immersed in the virtual world but can benefit from immersive experiences while still being in the real world. However, the end-user may ...

short-paper
ARchemist: towards in-situ experimental guidance using augmented reality technology

Blending theoretical knowledge with applicable skills is one of the most important challenges in modern higher education, especially in STEM areas. Therefore, new approaches emerge to develop educational capabilities. We aim to facilitate classes in ...

SESSION: Industry applications
research-article
Cyber twins supporting industry 4.0 application development

Industry 4.0 involves enhancing industrial processes with high-fidelity and high-value information from machines, workers, and products. Industry 4.0 applications improve production efficiency, product quality, etc., by using Internet of Things (IoT) ...

research-article
Towards intelligent feature engineering for risk-based customer segmentation in banking

Business Processes, i.e., a set of coordinated tasks and activities to achieve a business goal, and their continuous improvements are key to the operation of any organization. In banking, business processes are increasingly dynamic as various ...

SESSION: Classic approaches to promote consumer adoption
research-article
Mobile payment: classic approaches to promote consumer adoption

The development and diffusion of smartphones has led to many new trends, among them a new payment solution in the form of mobile payment. This paper places its focus on factors influencing consumer adoption of mobile payment. The basis for this is often ...

SESSION: IoT
research-article
Mobile proxemic application development for smart environments

Currently, mobile technologies are present in our daily day in different activities and their use keeps increasing. In this context, proxemic interaction, derived from proxemic theory, is becoming an influential approach to implement Mobile Human-...

research-article
APOLLO: a platform for experimental analysis of time sensitive multimedia IoT applications

The Internet of Things (IoT) is growing fast and is gaining significant adoption in areas such as smart cities and manufacturing. The variety and low-cost of IoT devices with excellent audio/visual sensors is fueling the growth of multimedia IoT ...

short-paper
A distributed and collaborative localization algorithm for internet of things environments

The accurate localization of wireless devices plays an important role in several real-time Internet of Things (IoT) applications. In a network composed of many IoT sensors, a distributed collaborative localization approach can give more accurate ...

SESSION: Mobile healthcare
research-article
Screening for refractive error with low-quality smartphone images

Uncorrected refractive errors can lead to permanent debilitating eye conditions if not corrected in a timely manner. Contemporary diagnostic methods rely on the professional acumen of optometrists and the use of expensive devices, which may not be ...

research-article
Challenges and opportunities of mobile data collection in clinical studies

The advancement in mobile technologies, especially smartphones, has brought a huge change to data collection methods in recent years. The ubiquity of smartphones makes them a useful tool for collecting data in real-time. Ecological Momentary Assessment (...

short-paper
Social-distance aware data management for mobile computing

The COVID-19 crisis has turned the world upside-down and many aspects of our social and daily lives need to be adapted. In this position paper, we argue that data management techniques for mobile computing scenarios also have to be extended for them to ...

SESSION: Mobile multimedia
research-article
Chat-type Manzai application: mobile daily comedy presentations based on automatically generated manzai scenarios

We have proposed and demonstrate Manzai robots that automatically generate Manzai scenarios. Manzai is a Japanese traditional comedy consisting of two comedians with funny dialogues like stand up comedy. Our Manzai robots are a huge system, but it is ...

research-article
Measuring and modeling the impact of buffering and interrupts on streaming video quality of experience

Streaming video clients use playout buffers to smooth out variations in network bitrates, especially important for mobile devices. The playout buffer sizes trade-off: the time delay before a video starts playing with interrupts when a video stops ...

research-article
A scheduling method to reduce interruption time in broadcast and communication integration environments

Due to the recent popularization of broadcast and communication integration environments, streaming delivery of continuous media data is attracting much attention. In broadcast and communication integration environments, the server divides the data into ...

SESSION: Mobile security
research-article
Open Access
A new approach to crowd journalism using a blockchain-based infrastructure

The significant evolution of smartphones has given ordinary people the power to create good-quality content which can then be spread, by the press, over multiple platforms. Citizens are almost always the first ones to arrive at a breaking news location ...

research-article
The security of mobile business applications based on mCRM

A development of mobile technologies, and their common use in business, creates new challenges for people dealing with data security in the organization. This paper explores the types and nature of threats to the enterprise that result from the ...

short-paper
The COVID-19 impacts on contextual privacy behavior in Kuwait

The medical, social and business disturbance associated with the COVID-19 coronavirus caused dramatical changes in the usage of mobile devices. People were forced during the lockdown to use different mobile-based context-aware application to cope their ...

SESSION: Wearables and sensors
research-article
Wearable statues game: a real-world multiplayer game using automatic judgment with accelerometers

In sports, automatic judgments made by electronic devices such as sensors are more accurate than those made by humans. However, automatic judgments are not always satisfactory to players and audiences. In sports that involve ambiguous judging criteria ...

research-article
Public Access
DeskWalk: an exercise system by replacing key inputs with body movements

We propose DeskWalk, which is an exercise system that replaces key inputs with body movements. Prolonged sitting significantly compromises health. Previous studies have shown that walking and standing during sedentary work can reduce the negative ...

short-paper
User identification method based on head shape using a helmet with pressure sensors

Various types of helmets exist, including industrial protective helmets, motorcycle helmets, sports helmets, and military/police helmets. By identifying individuals wearing a helmet, their name, affiliation, and qualification can be presented on a ...

SESSION: Emerging research projects and show cases
short-paper
Development of mobile academic information system (AIS) UIN Syarif Hidayatullah Jakarta based on Android with performance evaluation based on ISO/ IEC 25010

Academic information systems are used to present information and organize administration related to academic activities. UIN Jakarta has an academic information system called AIS (Academic Information System) that can be accessed through a website or ...

short-paper
Text layout methods overlaid on images considering readability and balance

In the visual design of magazines, advertisements, videos, and so forth, it is necessary to insert linefeeds and pagefeeds on text at appropriate positions due to the limited area that can be displayed. Both comfortable reading of the text and the ...

short-paper
Secure mobile agents for patient status telemonitoring using blockchain

Many healthcare applications deployed using Mobile Agents. Despite the Mobile Agents' benefits, security is still the primary concern. Vulnerabilities in Mobile Agents are due to their mobility and sociability and dependence on the central point to ...

Contributors
  • Monash University
  • Federal University of Santa Catarina
  • Johannes Kepler University Linz
  • Johannes Kepler University Linz
  • Johannes Kepler University Linz
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